Updated on 2026/03/19

写真a

 
TODOROKI AKIRA
 
Organization
School of Engineering Professor
Title
Professor
External link

Degree

  • Doctor of Engineering ( Tokyo Institute of Technology )

Research Interests

  • Composite materials

  • Additive manufacturing

  • Fracture mechanics

  • Mechanical engineering

Research Areas

  • Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Manufacturing and production engineering  / Additive manufacturing

  • Nanotechnology/Materials / Composite materials and interfaces

  • Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Mechanics of materials and materials  / Design engineering

  • Nanotechnology/Materials / Structural materials and functional materials  / Material strength

Education

  • Tokyo Institute of Technology   Science of Engineering   Mechanical Engineering Science

    - 1986

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    Country: Japan

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  • Tokyo Institute of Technology   School of Engineering

    - 1984

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    Country: Japan

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Research History

  • Institute of Science Tokyo   Faculty of engineering   Professor

    2006.11

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  • Tokyo Institute of Technology   Faculty of engineering   Associate professor

    1994.2 - 2006.10

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Professional Memberships

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Committee Memberships

  • Japanese Socienty of Addtive Manufacturing   Presifent  

    2022.1 - 2025.1   

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    Committee type:Academic society

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  • 日本計算工学会   評議員  

    2009   

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    Committee type:Academic society

    日本計算工学会

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  • 強化プラスチック協会   監事  

    2008   

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    Committee type:Academic society

    強化プラスチック協会

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  • 日本複合材料学会   理事  

    2004 - 2007   

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    Committee type:Academic society

    日本複合材料学会

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Papers

  • Identification of crack orientation in electrically conductive materials using eddy current testing powered by rotational directive filter Reviewed

    Wataru Matsunaga, Xiaojuan Xu, Koichi Mizukami, Yoshihiro Mizutani, Akira Todoroki

    NDT & E International   103273 - 103273   2024.11

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.ndteint.2024.103273

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  • Evaluating the moisture absorption percentage in the adhesive layers of carbon fiber reinforced plastic joints via electromagnetic induction testing and diffusion analysis Reviewed

    Wataru MATSUNAGA, Satoshi IMAI, Yoshihiro MIZUTANI, Tetsuo YASUOKA, Akira TODOROKI

    International Journal of Adhesion and Adhesives   103883 - 103883   2024.11

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.ijadhadh.2024.103883

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  • New nozzle cap to improve interlaminar strength of 3D-printed continuous carbon fiber composites Reviewed

    Akira Todoroki, Kota Hayakawa, Keisuke Iizuka

    Agora of Additive Manufacturing   2024.11

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    Authorship:Lead author  

    DOI: 10.69361/agorajams.paper24006

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  • Bearing strength of low-infill 3D-printed composites Reviewed

    Taiga Okamoto, Akira Todoroki, Gen Endo

    2024.10

  • 連続繊維強化CFRTP 成形用の小型軽量化同軸二重ノズル3D プリンタ開発 Reviewed

    長谷川奨, 轟 章, 松﨑亮介, 上田政人, 平野義鎭, 飯塚啓輔

    強化プラスチックス   70 ( 10 )   405 - 410   2024.10

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  • Measurement of through-thickness electrical properties of carbon fiber reinforced thermoplastics using transmission method based on electromagnetic induction testing Reviewed

    Wataru Matsunaga, Satoshi Imai, Yoshihiro Mizutani, Akira Todoroki

    NDT & E International   103202 - 103202   2024.7

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.ndteint.2024.103202

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  • Compressive strength of 3D-printed unidirectional carbon fiber/PA-6 composites: Effect of surface-layer printing using short carbon fiber/PA-6 composites Reviewed

    Ahmad Zuhair bin Zakaria, Akira Todoroki, Masahito Ueda

    Agora of Additive Manufacturing   2024.7

  • Novel snap-lock fastener using 3D printed composites Reviewed

    Masahiro Kubota, Akira Todoroki, Keisuke Iizuka

    Agora of Additive Manufacturing   2024.6

  • レーザー表面処理を用いた3Dプリント短炭素繊維/PA-6の電気抵抗融着 Reviewed

    榎本雅俊, 轟章

    強化プラスチックス   70 ( 6 )   202 - 207   2024.6

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  • New 3D printer for molding continuous-fiber composites using coaxial double nozzles Reviewed

    Akira Todoroki, Kota Hayakawa, Masato Ueda, Ryosuke Matsuzaki, Keisuke Iizuka

    Agora of Additive Manufacturing   2024.6

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    Authorship:Lead author  

    DOI: 10.69361/agorajams.paper24001

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  • Design optimization of bio-inspired 3D printing by machine learning Reviewed

    Daiki Goto, Ryosuke Matsuzaki, Akira Todoroki

    Advanced Composite Materials   33 ( 6 )   1175 - 1190   2024.3

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    Publishing type:Research paper (scientific journal)   Publisher:Informa UK Limited  

    DOI: 10.1080/09243046.2024.2325725

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  • Effects of fiber orientation and resin-rich layers in carbon fiber reinforced thermoplastics on electromagnetic induction testing Reviewed

    Wataru Matsunaga, Satoshi Imai, Yoshihiro Mizutani, Akira Todoroki

    Advanced Composite Materials   1 - 20   2023.12

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    Publishing type:Research paper (scientific journal)   Publisher:Informa UK Limited  

    DOI: 10.1080/09243046.2023.2293603

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  • Qualitative evaluation of the moisture absorption rate in adhesive layers of carbon fiber reinforced plastic joints using electromagnetic induction testing Reviewed

    Wataru Matsunaga, Satoshi Imai, Yoshihiro Mizutani, Tetsuo Yasuoka, Akira Todoroki

    Composite Structures   323   117467 - 117467   2023.11

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.compstruct.2023.117467

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  • Estimation of the moisture absorption rate of carbon fiber reinforced plastic using electromagnetic induction testing Reviewed

    Wataru Matsunaga, Satoshi Imai, Yoshihiro Mizutani, Tetsuo Yasuoka, Akira Todoroki

    Composites Part A: Applied Science and Manufacturing   107934 - 107934   2023.11

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.compositesa.2023.107934

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  • ピッチ系短炭素繊維を用いた高熱伝導CFRPの光/熱硬化3Dプリント Reviewed

    中森康友, 轟章, 井上剛良, 飯塚啓輔

    日本複合材料学会誌   49 ( 5 )   161 - 171   2023.9

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  • Effects of a Perimeter on the Post-failure Behavior of Fiber-reinforced Polymer Composite Lattices Reviewed

    Naruki Ichihara, Masahito Ueda, Akira Todoroki

    Chinese Journal of Mechanical Engineering: Additive Manufacturing Frontiers   2 ( 2 )   100074 - 100074   2023.6

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.cjmeam.2023.100074

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  • Estimation of the moisture absorption rate of glass fiber reinforced plastic using electromagnetic induction testing Reviewed

    Wataru Matsunaga, Koichi Mizukami, Yoshihiro Mizutani, Akira Todoroki

    Composites Part C: Open Access   8   100260 - 100260   2022.8

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.jcomc.2022.100260

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  • 3Dプリント連続繊維CFRTPの機械的特性に及ぼすノズル径の影響 Reviewed

    西和翼, 白鳥弘英, 轟章, 上田政人, 松崎亮介, 山田直大, 平野義鎭

    強化プラスチックス   68 ( 7 )   258 - 264   2022.7

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  • Fundamental study on smart eddy current testing for identification of crack orientation by controlling electromagnetic field using electrically anisotropic plate Reviewed

    Xiaojuan Xu, Wataru Matsunaga, Koichi Mizukami, Yoshihiro Mizutani, Akira Todoroki

    Advanced Composite Materials   1 - 19   2022.6

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Informa UK Limited  

    DOI: 10.1080/09243046.2022.2080989

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  • Unidirectional CFRP kinking under uniaxial compression modeled using synchrotron radiation computed tomography imaging Reviewed

    Takuya Takahashi, Akira Todoroki, Chikara Kawamura, Ryo Higuchi, Tetsuya Sugiyama, Toshiaki Miyanaga, Koichi Hattori, Masahito Ueda, Tomohiro Yokozeki, Masanori Honda

    Composite Structures   289   115458 - 115458   2022.6

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.compstruct.2022.115458

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  • Nonlinear behavior mechanism of change in electrical resistance on 3D printed carbon fiber / PA6 composites during cyclic tests Reviewed

    Keisuke Iizuka, Akira Todoroki

    Advanced Composite Materials   32 ( 1 )   1 - 20   2022.3

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    Publishing type:Research paper (scientific journal)   Publisher:Informa UK Limited  

    DOI: 10.1080/09243046.2022.2055514

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  • 3Dプリントによる湾曲繊維CFRPの成形における成形欠陥の評価 Reviewed

    白鳥弘英, 轟章

    強化プラスチックス   68 ( 3 )   94 - 98   2022.3

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  • Applicability of eddy current testing in CFRP using electrodes on CFRP surface and control of the testing range Reviewed

    Wataru Matsunaga, Koichi Mizukami, Yoshihiro Mizutani, Akira Todoroki

    Advanced Composite Materials   1 - 14   2022.2

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    Publishing type:Research paper (scientific journal)   Publisher:Informa UK Limited  

    DOI: 10.1080/09243046.2022.2035303

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  • 3D Printing of Continuous Fiber Reinforced Polymer Composites: Development, Application, and Prospective Reviewed

    Xiaoyong Tian, Akira Todoroki, Tengfei Liu, Lingling Wu, Zhanghao Hou, Masahiro Ueda, Yoshiyasu Hirano, Ryosuke Matsuzaki, Koichi Mizukami, Keisuke Iizuka, Andrei V. Malakhov, Alexander N. Polilov, Dichen Li, Bingheng Lu

    Chinese Journal of Mechanical Engineering: Additive Manufacturing Frontiers   100016 - 100016   2022.2

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.cjmeam.2022.100016

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  • 3Dプリント用短繊維CFRTPフィラメントの製造中検査法 Reviewed

    今井理, 松永航, 水谷義弘, 轟章

    強化プラスチックス   68 ( 2 )   144 - 149   2022.2

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  • 2D Fusion Simulations and Experimental Confirmations of Print Paths Using Composite Particles with Particle Method for Fused Filament Fabrication Reviewed

    Yuto Imaeda, Akira Todoroki, Ryosuke Matsuzaki, Masahito Ueda, Yoshiyasu Hirano

    Open Journal of Composite Materials   12 ( 04 )   111 - 130   2022

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Scientific Research Publishing, Inc.  

    DOI: 10.4236/ojcm.2022.124009

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  • Testing method for evaluating mechanical properties of 3D printed CFRP with curved fibers by four-point bending test of L-shaped specimen Reviewed

    Hirohide Shiratori, Akira Todoroki, Masahito Ueda, Ryosuke Matsuzaki, Yoshiyasu Hirano

    Composites Part C: Open Access   6   100187 - 100187   2021.10

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.jcomc.2021.100187

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  • CFRP一方向積層板の導電率測定に及ぼす試験片寸法の影響 Reviewed

    轟章, 平野義鎭

    強化プラスチックス   67 ( 10 )   478 - 483   2021.10

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  • 3Dプリント短炭素繊維PEEKの予加熱による積層方向強化 Reviewed

    久保田雅祐, 轟 章, 早川航太

    強化プラスチックス   67 ( 10 )   440 - 446   2021.10

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  • Modified moving particle semi-implicit method for 3D print process simulations of short carbon fiber/polyamide-6 composites Reviewed International journal

    Yuto Imaeda, Akira Todoroki, Ryosuke Matsuzaki, Masato Ueda, Yoshiyasu Hirano

    Composites Part C: Open Access   6   100195 - 100195   2021.10

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.jcomc.2021.100195

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  • 3DプリントCFRTPの積層方向簡易強化時におけるインピーダンス変化を用いた融着測定 Reviewed

    轟章, 大浅田樹, 上田政人, 松崎亮介, 平野義鎭

    強化プラスチックス   67 ( 7 )   269 - 273   2021.7

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  • Effect of build-up orientations and process parameters on the tensile strength of 3D printed short carbon fiber/PA-6 composites Reviewed

    Masahiro Kubota, Kota Hayakawa, Akira Todoroki

    Advanced Composite Materials   31 ( 2 )   119 - 136   2021.6

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    Publishing type:Research paper (scientific journal)   Publisher:Informa UK Limited  

    DOI: 10.1080/09243046.2021.1930497

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  • Reinforcing in the lay-up direction with self-heating for carbon fiber composites fabricated using a fused filament fabrication 3D printer

    Akira Todoroki, Tatsuki Oasada, Masahito Ueda, Ryosuke Matsuzaki, Yoshiyasu Hirano

    Composite Structures   266   113815 - 113815   2021.6

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.compstruct.2021.113815

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  • 人工ニューラルネットワークを用いた3Dプリント複合材におけるピエゾ抵抗挙動の非線形データ推定 Reviewed

    飯塚啓輔, 轟章

    強化プラスチックス   67 ( 5 )   191 - 197   2021.5

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  • 連続繊維CFRPを成形可能な 3DプリンタMarkTwoの繊維配置最適化 Reviewed

    内田湧樹, 轟章

    強化プラスチックス   67 ( 4 )   148 - 153   2021.4

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  • Three-dimensional similarity law for elastic wave propagation in CFRP with concentrically curved fibers Reviewed

    Takeshi Ashizawa, Yoshihiro Mizutani, Nobuyuki Toyama, Akira Todoroki, Daniel Lopez Rodrigo

    Advanced Composite Materials   1 - 21   2021.3

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    Publishing type:Research paper (scientific journal)   Publisher:Informa UK Limited  

    DOI: 10.1080/09243046.2021.1882163

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  • Compressive strength degradation of the curved sections of 3D-printed continuous carbon fiber composite Reviewed

    Hirohide Shiratori, Akira Todoroki, Masahito Ueda, Ryosuke Matsuzaki, Yoshiyasu Hirano

    Composites Part A: Applied Science and Manufacturing   142   106244 - 106244   2021.3

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    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1016/j.compositesa.2020.106244

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  • Optimization of curvilinear fiber orientation of composite plates and its experimental validation Reviewed

    Ryosuke Matsuzaki, Kenta Mitsui, Yoshiyasu Hirano, Akira Todoroki, Yoshiro Suzuki

    Composite Structures   255   2021.1

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1016/j.compstruct.2020.112956

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  • Reverse piezo-resistivity of 3D printed continuous carbon fiber/PA6 composites in a low stress range

    Keisuke Iizuka, Akira Todoroki, Takuya Takahashi, Masahito Ueda

    Advanced Composite Materials   30 ( 4 )   380 - 395   2020.11

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    Publishing type:Research paper (scientific journal)   Publisher:Informa UK Limited  

    DOI: 10.1080/09243046.2020.1848314

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  • Initiation and propagation of fiber kinking from fiber undulation in a unidirectional carbon fiber reinforced plastic Reviewed International journal

    Takuya Takahashi, Masahito Ueda, Keisuke Miyoshi, Akira Todoroki

    Composites Part C: Open Access   3   100056 - 100056   2020.11

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    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1016/j.jcomc.2020.100056

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  • 3D compaction printing of a continuous carbon fiber reinforced thermoplastic Reviewed

    Masahito Ueda, Shun Kishimoto, Masao Yamawaki, Ryosuke Matsuzaki, Akira Todoroki, Yoshiyasu Hirano, Antoine Le Duigou

    Composites Part A: Applied Science and Manufacturing   137   105985 - 105985   2020.10

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.compositesa.2020.105985

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  • 自己センシングを有する3DプリントサンドイッチCFRP構造 Reviewed

    轟章,勝俣凌, 上田政人, 平野義鎭, 松崎亮介

    強化プラスチックス   66 ( 10 )   483 - 488   2020.10

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  • 3Dプリント短炭素繊維強化複合材のRFID自己センシング Reviewed

    飯塚啓輔, 轟 章

    強化プラスチックス   66 ( 8 )   381 - 387   2020.8

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  • 大型液化水素タンクの開発 Reviewed

    大江 知也, 密本 巨彦, 藤極 之徳, 井上 剛良, 轟 章, 斎藤 雅規

    圧力技術   58 ( 3 )   138 - 151   2020.7

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  • スナップインサンドイッチ構造を用いたCFRPキャパシタ Reviewed

    轟章,勝俣凌, 水谷義弘, 鈴木良郎

    強化プラスチックス   66 ( 6 )   281 - 285   2020.6

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  • Mechanism of folding a fiber bundle in the curved section of 3D printed carbon fiber reinforced plastics Reviewed

    Hirohide Shiratori, Akira Todoroki, Masahito Ueda, Ryosuke Matsuzaki, Yoshiyasu Hirano

    Advanced Composite Materials   29 ( 3 )   247 - 257   2020.5

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1080/09243046.2019.1682794

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  • Similarity law for two-dimensional propagation behavior of ultrasonic wave in concentrically curved fiber CFRP Reviewed

    Takeshi Ashizawa, Yoshihiro Mizutani, Nobuyuki Toyama, Akira Todoroki, Yoshiro Suzuki

    COMPOSITE STRUCTURES   233   2020.2

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    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1016/j.compstruct.2019.111714

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  • 3D printing of optimized composites with variable fiber volume fraction and stiffness using continuous fiber Reviewed

    Kentaro Sugiyama, Ryosuke Matsuzaki, Andrei V. Malakhov, Alexander N. Polilov, Masahito Ueda, Akira Todoroki, Yoshiyasu Hirano

    Composites Science and Technology   186   2020.1

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1016/j.compscitech.2019.107905

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  • Tensile property evaluations of 3D printed continuous carbon fiber reinforced thermoplastic composites Reviewed

    Akira Todoroki, Tastuki Oasada, Yoshihiro Mizutani, Yoshiro Suzuki, Masahito Ueda, Ryosuke Matsuzaki, Yoshiyasu Hirano

    Advanced Composite Materials   29 ( 2 )   147 - 162   2019.8

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    Publishing type:Research paper (scientific journal)   Publisher:Informa UK Limited  

    DOI: 10.1080/09243046.2019.1650323

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  • Mechanism of Twisting of Fiber Bundle in a Curved Section of 3D Printed Carbon Fiber Reinforced Plastics Reviewed

    Hirohide SHIRATORI, Akira TODOROKI, Masahito UEDA, Ryosuke MATSUZAKI, Yoshiyasu HIRANO

    Journal of the Japan Society for Composite Materials   45 ( 4 )   149 - 154   2019.7

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:The Japan Society for Composite Materials  

    <p>Owing to the superior mechanical properties and moldability of carbon fiber reinforced thermoplastics (CFRTP), they have been increasingly adopted in various applications. Injection molding is a typical method for fabricating CFRTP, however, this method requires a mold, and hence it is difficult to use this method to fabricate complex geometries. Meanwhile, 3D printing is suitable for fabricating complex geometries and for optimizing the structure. Recent advancements in 3D printing technology have enabled printing of composite materials that have arbitrarily curved continuous reinforcements. Previous studies have revealed that a fiber bundle becomes twisted in a curved section, and this might affect the mechanical properties of 3D printed CFRTP. In the present study, the mechanism of twisting a fiber bundle in a 3D printed CFRTP is investigated. In addition, fiber fracture in a curved section is evaluated by measuring the electrical resistance of a fiber bundle. As a result, it has become clear that the twisting of a fiber bundle is caused by the flattening of the fiber bundle, the adhesive force on the print bed, and tensile load from the print nozzle. Moreover, the electrical resistance measurements verified the fracture of fibers in a curved section.</p>

    DOI: 10.6089/jscm.45.149

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  • Permittivity Measurement of Non-electrical-conductive Materials Using the Electromagnetic Induction Testing with the Backplate Reviewed

    Wataru Matsunaga, Koichi Mizukami, Yoshihiro Mizutani, Akira Todoroki, Yoshiro Suzuki

    65 ( 7 )   2019.7

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  • 3D Printing of Mechanically Anisotropic Carbon Fiber Reinforced Plastic Reviewed

    UEDA Masahito, MATSUZAKI Ryosuke, TODOROKI Akira, HIRANO Yoshiyasu

    NIHON GAZO GAKKAISHI (Journal of the Imaging Society of Japan)   58 ( 4 )   415 - 419   2019

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    Language:Japanese   Publisher:The Imaging Society of Japan  

    <p>Carbon fiber reinforced thermoplastic (CFRTP) is a composite material with mechanical anisotropy when continuous fiber is used as the reinforcement material. In 3D printing of the CFRTP, moving path of a nozzle (print path) is coincides with fiber direction in the 3D printed CFRTP. Optimized print path is obtained based on the stress distribution determined from the 3D printed shape and the loading condition in use. Mechanical property of the 3D printed part is maximized by using the optimized print path. It is, therefore, important to consider 4D printing since manufacturing of shape (3D) with print path optimization (1D) are required. In this paper, some examples of 3D printing of CFRTP reported by the authors are explained.</p>

    DOI: 10.11370/isj.58.415

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  • Tensile-test-Property Evaluations of 3D Printed Continuous Carbon Fiber Reinforced Thermoplastic Composites Reviewed

    TODOROKI Akira, OASADA Tatsuki, MIZUTANI Yoshihiro, SUZUKI Yoshiro, UEDA Masahito, MATSUZAKI Ryosuke, HIRANO Yoshiyasu

    Journal of the Japan Society for Composite Materials   45 ( 4 )   141 - 148   2019

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    Language:Japanese   Publisher:The Japan Society for Composite Materials  

    <p>Continuous carbon fiber composites can be printed with 3D printers. Many studies detailing elucidations of the mechanical properties of such 3D printed composites have been published, all of which employed a conventional tensile specimen configuration with surface resin layers. In the present study, 0º, 90º, ±45º, and lay-up direction type specimens were newly designed for 3D printed composites without surface layers. Using the 3D printer, both conventional and newly designed specimens with serpentine folded fiber bundles were fabricated and investigated experimentally. The lay-up direction specimen was fabricated using 800 layers. The specimens without the serpentine folded fiber bundles were experimentally shown to be adequate for tensile tests. The lay-up direction specimen had the lowest strength and stiffness, which seems to be related to its surface roughness.</p>

    DOI: 10.6089/jscm.45.141

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  • Progressive Damage Simulation for a 3D-printed Curvilinear Continuous Carbon Fiber Reinforced Thermoplastic Based on Continuum Damage Mechanics Reviewed

    ICHIHARA Naruki, UEDA Masahito, URUSHIYAMA Yuta, TODOROKI Akira, MATSUZAKI Ryosuke, HIRANO Yoshiyasu

    Journal of the Japan Society for Composite Materials   45 ( 4 )   155 - 163   2019

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    Language:Japanese   Publisher:The Japan Society for Composite Materials  

    <p>Continuum damage mechanics (CDM)-based finite element analysis was performed to predict the mechanical behavior of a 3D-printed curvilinear continuous carbon fiber reinforced thermoplastic (c-CFRTP). Elasto-plastic properties of the 3D-printed c-CFRTP, including its damage initiation, evolution, and propagation, were identified by conducting monotonic and cyclic tensile tests on three specimens (i.e., [(±45)2]S, [(0/90)2]S, and [(±67.5)2]S). Then, an S-shaped curvilinear c-CFRTP was 3D-printed and tested under monotonic tensile loading conditions. The non-linear mechanical behavior of the S-shaped curvilinear c-CFRTP due to tensile loading was well predicted by means of finite element analysis using the constructed CDM-based material model.</p>

    DOI: 10.6089/jscm.45.155

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  • Bending Fracture Rule for 3D-printed Curved Continuous-fiber Composite Reviewed

    ISHII Kouki, TODOROKI Akira, MIZUTANI Yoshihiro, SUZUKI Yoshiro, KOGA Yoichiro, MATSUZAKI Ryosuke, UEDA Masahito, HIRANO Yoshiyasu

    Journal of the Japan Society for Composite Materials   45 ( 4 )   164 - 170   2019

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    <p>Three-dimensional (3D) printing is a promising technology that can produce complex structures without the requirements of expensive tools and molds. Additives are usually incorporated into the plastic materials used in 3D printing to increase their strength and rigidity. Particularly, carbon fiber-reinforced plastic (CFRP) has shown great promise as a 3D printing material. However, the strength of CFRP after printing remains unknown, although it is well-known that its strength is affected by plastic melting during printing. Herein, we analyzed the fracture behavior of CFRP specimens before and after bending to different curvature radii. From the experimental results, a fracture criterion describing the material behavior by considering the tensile and compressive loads was developed. The fracture mechanism remained the same for CFRP specimens with different curvature radii. This study deepened our understanding of the mechanical properties of CFRP materials used in 3D printing.</p>

    DOI: 10.6089/jscm.45.164

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  • Bending fracture rule for 3D-printed curved continuous-fiber composite Reviewed

    Kouki Ishii, Akira Todoroki, Yoshihiro Mizutani, Yoshiro Suzuki, Yoichiro Koga, Ryosuke Matsuzaki, Masahito Ueda, Yoshiyasu Hirano

    Advanced Composite Materials   28 ( 4 )   383 - 395   2018.12

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    DOI: 10.1080/09243046.2018.1558327

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  • Effects of Set Curvature and Fiber Bundle Size on the Printed Radius of Curvature by a Continuous Carbon Fiber Composite 3D Printer Reviewed

    Ryosuke Matsuzaki, Taishi Nakamura, Kentaro Sugiyama, Masahito Ueda, Akira Todoroki, Yoshiyasu Hirano, Yusuke Yamagata

    Additive Manufacturing   24   93 - 102   2018.12

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    DOI: 10.1016/j.addma.2018.09.019

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  • 3D printing of discontinuous and continuous fibre composites using stereolithography Reviewed

    Yukako Sano, Ryosuke Matsuzaki, Masahito Ueda, Akira Todoroki, Yoshiyasu Hirano

    Additive Manufacturing   24   521 - 527   2018.12

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    DOI: 10.1016/j.addma.2018.10.033

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  • 3D printing of composite sandwich structures using continuous carbon fiber and fiber tension Reviewed

    Kentaro Sugiyama, Ryosuke Matsuzaki, Masahito Ueda, Akira Todoroki, Yoshiyasu Hirano

    Composites Part A: Applied Science and Manufacturing   113   114 - 121   2018.10

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    DOI: 10.1016/j.compositesa.2018.07.029

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  • Cutting edge of molding techniques of composite materials Ⅳ: 3D printing of CFRP Invited Reviewed

    Masahito Ueda, Ryo Omuro, Shun Kishimoto, Ryosuke Matsuzaki, Yoshiyasu Hirano, Akira Todoroki, Masao Yamawaki

    Zairyo/Journal of the Society of Materials Science, Japan   67 ( 9 )   885 - 888   2018.9

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    DOI: 10.2472/jsms.67.888

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  • Effect of dents in laminated carbon composite beams on modified anisotropic electric potential analysis Reviewed

    Akira Todoroki, Takuya Yamane

    Composite Structures   200   340 - 345   2018.9

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    File: Effect of dents in laminated carbon composite beams.pdf

    DOI: 10.1016/j.compstruct.2018.05.154

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  • MECHANICAL TESTING

    Ryo Omuro, Masahito Ueda, Ryosuke Matsuzaki, Yoshiyasu Hirano, Akira Todoroki

    SAMPE JOURNAL   54 ( 5 )   12 - 20   2018.9

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  • Numerical analysis and experimental observation of ultrasonic wave propagation in CFRP with curved fibers Reviewed

    Takeshi Ashizawa, Yoshihiro Mizutani, Nobuyuki Toyama, Akira Todoroki, Yoshiro Suzuki

    COMPOSITE STRUCTURES   194   316 - 327   2018.6

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    DOI: 10.1016/j.compstruct.2018.03.089

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  • Three-dimensionally printed designable joint for carbon fibre reinforced plastics Reviewed

    Yoichiro Koga, Akira Todoroki

    Advanced Composite Materials   28 ( 2 )   147 - 161   2018.5

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    DOI: 10.1080/09243046.2018.1470894

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  • Collision monitoring of foreign object on CFRP laminate utilizing electrostatic induction Reviewed

    Masahiro Suzuki, Yoshiro Suzuki, Akira Todoroki, Yoshihiro Mizutani

    IEEE Sensors Journal   18 ( 2 )   613 - 622   2018.1

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    DOI: 10.1109/JSEN.2017.2773558

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  • Optimization of fiber arrangement around circular hole considering curve shaping by AFP

    Kenta Mitsui, Ryosuke Matsuzaki, Yoshiyasu Hirano, Akira Todoroki, Yoshiro Suzuki

    33rd Technical Conference of the American Society for Composites 2018   3   1587 - 1592   2018

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  • Layout optimization of curvilinearly skin/stiffener structure for buckling

    SAKAMOTO Koki, MATSUZAKI Ryosuke, HIRANO Yoshiyasu, TODOROKI Akira, SUZUKI Yoshiro

    The Proceedings of the Materials and processing conference   2018 ( 0 )   219 - 219   2018

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    DOI: 10.1299/jsmemp.2018.26.219

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  • FDM方式の3Dプリントにおける短繊維強化プラスチックの繊維偏向と異方性特性 Reviewed

    古賀洋一郎, 轟章, 水谷義弘, 鈴木良郎

    強化プラスチックス   63 ( 12 )   604 - 608   2017.12

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  • Qualitative Measurement of Moisture Absorption in GFRP Utilizing Electromagnetic Induction Reviewed

    Wataru Matsunaga, Koichi Mizukami, Yoshihiro Mizutani, Akira Todoroki, Yoshiro Suzuki

    Proceedings of 14th International Conference Application of Contemporary Non-Destructive Testing in Engineering   2017-September   171 - 177   2017.10

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  • Doublet analysis of changes in electric potential induced by delamination cracks in carbon-fiber-reinforced polymer laminates Reviewed

    Takuya Yamane, Akira Todoroki

    Composite Structures   176   217 - 224   2017.9

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    File: Doublet analysis of changes in electric potential.pdf

    DOI: 10.1016/j.compstruct.2017.05.019

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  • Delamination detection in carbon fiber reinforced plastic cross-ply laminates using crack swarm inspection: Experimental verification Reviewed

    Ryosuke Matsuzaki, Kentaro Yamamoto, Akira Todoroki

    Composite Structures   173   127 - 135   2017.8

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    DOI: 10.1016/j.compstruct.2017.04.014

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  • Analysis of electric current density in carbon fiber reinforced plastic laminated plates with angled plies Reviewed

    Takuya Yamane, Akira Todoroki

    Composite Structures   166   268 - 276   2017.4

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    File: Analysis of electric current density.pdf

    DOI: 10.1016/j.compstruct.2016.12.055

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  • Visualization of metal tube damage using double helical microstrip lines and self-sensing time-domain reflectometry method Reviewed

    Ryosuke Matsuzaki, Masahiro Kawasaki, Akira Todoroki

    NDT & E INTERNATIONAL   85   20 - 26   2017.1

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    DOI: 10.1016/j.ndteint.2016.10.002

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  • Crack swarm inspection for estimation of crack location in carbon fiber reinforced plastics: A numerical study Reviewed

    Ryosuke Matsuzaki, Kentaro Yamamoto, Akira Todoroki

    COMPOSITE STRUCTURES   160   36 - 42   2017.1

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    DOI: 10.1016/j.compstruct.2016.10.020

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  • Piezoresistive effect of plain-weave CFRP fabric subjected to cyclic loading Reviewed

    Yusuke Nishio, Akira Todoroki, Yoshihiro Mizutani, Yoshiro Suzuki

    ADVANCED COMPOSITE MATERIALS   26 ( 3 )   229 - 243   2017

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    DOI: 10.1080/09243046.2016.1239354

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  • Development of manufacturing technology for continuous carbon fiber composite structural components using 3D printer

    Kengo Yasuhira, Takuo Shoji, Tomohiro Umemoto, Yoshihiko Katsuyama, Tsuyoshi Ozaki, Ryosuke Matsuzaki, Masahito Ueda, Akira Todoroki, Yoshiyasu Hirano

    CAMX 2017 - Composites and Advanced Materials Expo   2017-December   2017

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  • Three-dimensional printing of continuous carbon fiber reinforced thermoplastics by in-nozzle impregnation with compaction roller

    Ryo Omuro, Masahito Ueda, Ryosuke Matsuzaki, Akira Todoroki, Yoshiyasu Hirano

    ICCM International Conferences on Composite Materials   2017-August   2017

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  • 3D printing of integrated composite honeycomb sandwich structures with continuous carbon fiber

    Kentaro Sugiyama, Ryosuke Matsuzaki, Masahito Ueda, Akira Todoroki, Yoshiyasu Hirano

    ICCM International Conferences on Composite Materials   2017-August   2017

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  • Electric current distribution of carbon fiber reinforced polymer beam: analysis and experimental measurements Reviewed

    Takuya Yamane, Akira Todoroki, Hiroyasu Fujita, Ai Kawashima, Naoki Sekine

    ADVANCED COMPOSITE MATERIALS   25 ( 6 )   497 - 513   2016.12

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    DOI: 10.1080/09243046.2015.1126665

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  • Visualization and size estimation of fiber waviness in multidirectional CFRP laminates using eddy current imaging Reviewed

    Koichi MIZUKAMI, Yoshihiro MIZUTANI, Kenshi KIMURA, Akiyoshi SATO, Akira TODOROKI, Yoshiro SUZUKI, Yoshiaki NAKAMURA

    Composites: Part A   90   261 - 270   2016.11

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    DOI: 10.1016/j.compositesa.2016.07.008

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  • Fiber line optimization in single ply for 3D printed composites Reviewed

    Yusuke Yamanaka, Akira Todoroki, Masahito Ueda, Yoshiyasu Hirano, Ryosuke Matsuzaki

    Open Journal of Composite Materials   6 ( 4 )   121 - 131   2016.10

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    DOI: 10.4236/ojcm.2016.64012

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  • Analytical prediction of void distribution and a minimum-void angle in anisotropic fabrics for radial injection resin transfer molding Reviewed

    R. Matsuzaki, M. Naito, D. Seto, A. Todoroki, Y. Mizutani

    EXPRESS POLYMER LETTERS   10 ( 10 )   860 - 872   2016.10

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    DOI: 10.3144/expresspolymlett.2016.80

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  • Analytical solutions to eddy current in carbon fiber-reinforced composites induced by line current Reviewed

    Koichi MIZUKAMI, Yoshihiro MIZUTANI, Akira TODOROKI, Yoshiro SUZUKI

    42 ( 3 )   98 - 106   2016.5

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    DOI: 10.6089/jscm.42.98

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  • Detection of in-plane fiber waviness in cross-ply CFRP laminates using layer selectable eddy current method Reviewed

    Koichi MIZUKAMI, Yoshihiro MIZUTANI, Kenshi KIMURA, Akiyoshi SATO, Akira TODOROKI, Yoshiro SUZUKI

    Composites: Part A   82   118   2016.3

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    DOI: 10.1016/j.compositesa.2015.11.040

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  • Three-dimensional printing of continuous-fiber composites by in-nozzle impregnation Reviewed

    Ryosuke Matsuzaki, Masahito Ueda, Masaki Namiki, Tae-Kun Jeong, Hirosuke Asahara, Keisuke Horiguchi, Taishi Nakamura, Akira Todoroki, Yoshiyasu Hirano

    SCIENTIFIC REPORTS   6   2016.3

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    DOI: 10.1038/srep23058

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  • Detection of in-plane and out-of-plane fiber waviness in unidirectional carbon fiber reinforced composites using eddy current testing Reviewed

    Koichi MIZUKAMI, Yoshihiro MIZUTANI, Akira TODOROKI, Yoshiro SUZUKI

    Composites: Part B   86   94   2016.2

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    DOI: 10.1016/j.compositesb.2015.09.041

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  • Through-thickness electric conductivity of toughened carbon-fibre-reinforced polymer laminates with resin-rich layers Reviewed

    Yoshiyasu Hirano, Takuya Yamane, Akira Todoroki

    COMPOSITES SCIENCE AND TECHNOLOGY   122   67 - 72   2016.1

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    DOI: 10.1016/j.compscitech.2015.11.018

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  • New analytical method for electric current and multiple delamination cracks for thin CFRP cross-ply laminates using equivalent electric conductance Reviewed

    Akira Todoroki

    ADVANCED COMPOSITE MATERIALS   25 ( 1 )   87 - 101   2016.1

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    DOI: 10.1080/09243046.2014.985420

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  • Self-sensing time-domain reflectometry for detection of the bearing failure of a CFRP laminate fastener hole: effect of peeling of the insulator Reviewed

    Akira Todoroki, Keisuke Ohara, Yoshihiro Mizutani, Yoshiro Suzuki, Ryosuke Matsuzaki

    ADVANCED COMPOSITE MATERIALS   25 ( 5 )   457 - 469   2016

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    DOI: 10.1080/09243046.2015.1087176

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  • Optimization of in-plane curvilinear fiber for 3D printed composites

    YAMANAKA Yusuke, TODOROKI Akira, UEDA Masato, HIRANO Yoshiyasu, MATSUZAKI Ryosuke

    The Proceedings of the Materials and Mechanics Conference   2016 ( 0 )   OS12 - 18   2016

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    <p>CFRP is known to its high specific strength and stiffness, and widely applied in many fields. However, because of its orthotropic mechanical properties, fiber orientation have to be considered in the design process. In addition, recently a new manufacturing method 3D printing of CFRP have developed. Which enabled to place carbon fiber filament curvilinearly. Thereby degree of freedom for design is outstandingly increased. Consequently, there is possibility of products, which have higher fracture strength than conventional one by controlling orthotropic properties in a ply. Thus in present paper, optimization of in-plane curvilinear fiber placement for the 3D printing and discussion of the manufacturability was conducted. As a result strength was significantly improved in terms of Tsai-Wu failure criteria after the optimization, and placement of the CFRP filament for the 3D printing was obtained</p>

    DOI: 10.1299/jsmemm.2016.OS12-18

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  • The printing process of 3D printer for continuous CFRTP

    Yoichiro Koga, Frank Van Der Klift, Akira Todoroki, Masahito Ueda, Yoshiyasu Hirano, Ryosuke Matsuzaki

    International SAMPE Technical Conference   2016-January   2016

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  • 3D printed continuous carbon fiber reinforced thermoplastic by in-situ impregnation technique

    Masahito Ueda, Hirosuke Asahara, Akira Todoroki, Yoshiyasu Hirano, Ryosuke Matsuzaki

    International SAMPE Technical Conference   2016-January   2016

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  • Localization of collision of charged body with CFRP laminate utilizing electrostatic induction Reviewed

    SUZUKI Masahiro, SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro

    Transactions of the JSME (in Japanese)   82 ( 843 )   16 - 00237-16-00237   2016

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    <p>Carbon fiber reinforced polymers (CFRPs) have high specific strength and many other advantages in mechanical properties compared with conventional metal materials. However, a small out-of-plane impact load can easily cause serious damage in a CFRP laminate because of its laminated structure composed of anisotropic layers. Although ultrasonic inspection is generally performed to detect the damage and estimate its location and size, the method usually requires both long inspection time and a large cost. Thus, a low-cost and in-situ system for monitoring collisions of foreign matters is required to identify the area where the ultrasonic inspection must be conducted. When a foreign matter, which is regarded as a charged body because any object is charged to a greater or lesser extent, approaches and hits grounded electric conductive materials such as a CFRP laminate, an electric current caused by electrostatic induction flows into the ground. We analyzed the electric current and conducted a falling-weight impact test to elucidate the mechanism of generation of the electric current. In addition, we proposed a collision monitoring system which utilizes the characteristic waveform of the electric current and the electrical anisotropy of a CFRP laminate, and conducted a falling-weight impact test to verify the validity of the proposed method. As a result, we succeeded in localizing the collision of the charged body in sufficiently high spatial resolution using the proposed system.</p>

    DOI: 10.1299/transjsme.16-00237

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  • Delamination Detection Based on Selective-Layer Heating by Use of Electrical Resistance Anisotropy of CFRP Reviewed

    KOGA Yoichiro, SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro

    Journal of the Japan Society for Composite Materials   42 ( 5 )   185 - 192   2016

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    Carbon fiber reinforced plastics (CFRPs) are generally used for weight reduction of industrial structures. Highly strong reinforced plastics and highly rigid matrixes in CFRP consist CFRP&prime;s high performance (e.g. specific strength and rigidity), while CFRP can be defected inside (e.g. deferent material interface or interlaminar) by off-plate directional impact load easily to reduce their strength significantly. Therefore, periodical non-destructive testing (NDT) is required for maintenance of their integrity. In addition, CFRP has remarkable mechanical and electrical anisotropy; especially electrical resistances are approximately 1000 times different between longitudinal and orthogonal direction. In this study, we propose new thermography method for CFRP delamination detection with electrical resistance heating of intentionally selected layer by using above-mentioned CFRP&prime;s electrical resistance anisotropy (selective-layer heating). This method can detect the delamination crack induced in an objective more deeply than the other thermography method that excite heat from an objective surface and can determine the delamination depth more precisely by excluding influence of 3-dimensional heat conduction than the other thermography method.

    DOI: 10.6089/jscm.42.185

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  • Manufacturing the CFRTP by using FDM 3D printer and evaluation

    Nakamura Taishi, Matsuzaki Ryosuke, Todoroki Akira, Ueda Masahito, Hirano Yoshiyasu

    The Proceedings of the Materials and processing conference   2016 ( 0 )   107 - 107   2016

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    <p>The purpose of this study is to manufacture carbon fiber reinforced thermoplastic composites for aerospace and automotive applications. In order to accomplish this purpose, we produced carbon fiber pre-impregnated resin filament for FDM 3D printer. Moreover, we developed an FDM 3D printer that incorporates a mechanism to amputate continuous carbon fibers. We conducted a tensile test and bending test of an acrylonitrile butadiene styrene (ABS) specimen and a carbon fiber reinforced thermoplastic (CFRTP) specimen to evaluate dynamic characteristics of CFRTP shaped by FDM 3D printer. As a result, the tensile strength and modulus of longitudinal elasticity of the CFRTP specimen were found to be 4 and 4.8 times higher than those of the ABS specimen, respectively. The bending strength and bending modulus of longitudinal elasticity of the CFRTP specimen were found to be 2.9 and 5.1 times higher than those of the ABS specimen, respectively. We conducted cross-sectional observation of CFRTP specimen wherein resin-rich and resin non-impregnated spheres were observed. However, these values were lower than the theoretical values calculated from the law of mixtures. By examining the evidence, lower dynamic characteristics were concluded to result from the presence of the aforementioned spheres.</p>

    DOI: 10.1299/jsmemp.2016.24.107

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  • Lightning strike damage detection at a fastener using self-sensing TDR of composite plate Reviewed

    Akira Todoroki, Keisuke Ohara, Yoshihiro Mizutani, Yoshiro Suzuki, Ryosuke Matsuzaki

    COMPOSITE STRUCTURES   132   1105 - 1112   2015.11

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    DOI: 10.1016/j.compstruct.2015.07.028

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  • Use of transmission mode of induction heating assisted eddy current testing at near resonance frequency for detection of delamination in CFRP Reviewed

    Koichi MIZUKAMI, Yoshiaki NAKAMURA, Yoshihiro MIZUTANI, Akira TODOROKI, Yoshiro SUZUKI

    JSEM   15 ( 3 )   200 - 204   2015.10

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    DOI: 10.11395/jjsem.15.200

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  • Impact damage detection of a carbon-fibre-reinforced-polymer plate employing self-sensing time-domain reflectometry Reviewed

    Akira Todoroki, Kazuhiro Yamada, Yoshihiro Mizutani, Yoshiro Suzuki, Ryosuke Matsuzaki

    COMPOSITE STRUCTURES   130   174 - 179   2015.10

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    DOI: 10.1016/j.compstruct.2015.04.020

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  • Detection of delamination in thermoplastic CFRP welded zones using induction heating assisted eddy current testing Reviewed

    Koichi MIZUKAMI, Yoshihiro MIZUTANI, Akira TODOROKI, Yoshiro SUZUKI

    NDT & E International   74   106 - 111   2015.9

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    DOI: 10.1016/j.ndteint.2015.05.009

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  • Uncertainty Visualization of Estimated Damage Using Kriging Model: Application to Time-Domain Reflectometry Sensing Reviewed

    Ryosuke Matsuzaki, Masahiro Kawasaki, Akira Todoroki

    JOURNAL OF NONDESTRUCTIVE EVALUATION   34 ( 3 )   2015.9

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    DOI: 10.1007/s10921-015-0298-4

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  • Design of eddy current-based dielectric constant meter for defect detection in glass fiber reinforced plastics Reviewed

    Koichi MIZUKAMI, Yoshihiro MIZUTANI, Akira TODOROKI, Yoshiro SUZUKI

    NDT & E International   74   24 - 32   2015.9

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    DOI: 10.1016/j.ndteint.2015.04.005

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  • Prediction of the macroscopic fracture toughness of a composite/adhesive interface with periodic surface microstructures Reviewed

    Takuya Suzuki, Ryosuke Matsuzaki, Akira Todoroki, Yoshihiro Mizutani

    INTERNATIONAL JOURNAL OF ADHESION AND ADHESIVES   60   16 - 22   2015.7

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    DOI: 10.1016/j.ijadhadh.2015.03.003

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  • Analytical solutions to eddy current in carbon fiber-reinforced composites induced by line current Reviewed

    Koichi MIZUKAMI, Yoshihiro MIZUTANI, Akira TODOROKI, Yoshiro SUZUKI

    Advanced Composite Materials   25 ( 4 )   385 - 401   2015.6

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    DOI: 10.1080/09243046.2015.1052132

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  • Three-dimensional reconstruction of resin flow using capacitance sensor data assimilation during a liquid composite molding process: A numerical study Reviewed

    Masayuki Murata, Ryosuke Matsuzaki, Akira Todoroki, Yoshihiro Mizutani, Yoshiro Suzuki

    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING   73   1 - 10   2015.6

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    DOI: 10.1016/j.compositesa.2015.01.031

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  • Analytical prediction of void formation in geometrically anisotropic woven fabrics during resin transfer molding Reviewed

    Ryosuke Matuzaki, Daigo Seto, Masaki Naito, Akira Todoroki, Yoshihiro Mizutani

    COMPOSITES SCIENCE AND TECHNOLOGY   107   154 - 161   2015.2

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    DOI: 10.1016/j.compscitech.2014.12.013

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  • Effects of mixed-mode ratio and step-shaped micro pattern surface on crack-propagation resistance of carbon-fiber-reinforced plastic/adhesive interface Reviewed

    Yoshikazu Yukimoto, Ryosuke Matsuzaki, Akira Todoroki

    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING   69   139 - 149   2015.2

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    DOI: 10.1016/j.compositesa.2014.11.014

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  • Crack visualization of metallic structures in wide area using time-domain reflectometry with two-dimensional microstrip lines Reviewed

    M. Kawasaki, R. Matsuzaki, A. Todoroki

    STRUCTURAL HEALTH MONITORING AND INSPECTION OF ADVANCED MATERIALS, AEROSPACE, AND CIVIL INFRASTRUCTURE 2015   9437   2015

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    DOI: 10.1117/12.2083823

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  • The Analysis and Experimental Inspection of a Current Distribution of CFRP Reviewed

    YAMANE Takuya, TODOROKI Akira, FUJITA Hiroyasu, KAWASHIMA Ai, SEKINE Naoyuki

    Journal of the Japan Society for Composite Materials   41 ( 2 )   55 - 63   2015

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    One of the authors has already proposed the method to analyze electric current density of carbon fiber reinforced plastics (CFRP) laminates using the anisotropic electric potential function. The effectiveness of the method was verified by comparisons with FEM analyses. The method is based on the assumption that CFRP laminates are homogeneous orthotropic materials. Actual CFRP laminates are, however, heterogeneous materials: the actual CFRP has resin rich layers and carbon fiber layers. In the present study, an electric conductance is calculated on the assumption that CFRP laminates are homogeneous by using an electric resistance measured by a four-probe method, and the measured values are used for an electric current analysis. To investigate electric current distribution of CFRP laminates experimentally, a newly designed specimen is proposed. The results of an electric current tell us that the analysis method gives us the accurate result of electric current density of actual CFRP laminates. This shows that the assumption that CFRP laminates are homogeneous orthotropic material in case of electric current analysis was verified experimentally.

    DOI: 10.6089/jscm.41.55

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  • Smart lightning protection skin for real-time load monitoring of composite aircraft structures under multiple impacts Reviewed

    Yoshiro Suzuki, Toyoaki Suzuki, Akira Todoroki, Yoshihiro Mizutani

    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING   67   44 - 54   2014.12

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    DOI: 10.1016/j.compositesa.2014.08.010

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  • Crack visualization of metallic structures using time-domain reflectometry with two-dimensional microstrip lines Reviewed

    Ryosuke Matsuzaki, Yuji Nozawa, Akira Todoroki, Masahiro Kawasaki

    NDT & E INTERNATIONAL   66   34 - 42   2014.9

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    DOI: 10.1016/j.ndteint.2014.04.007

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  • Simple electric-voltage-change-analysis method for delamination of thin CFRP laminates using anisotropic electric potential function Reviewed

    Akira Todoroki, Masahiro Arai

    ADVANCED COMPOSITE MATERIALS   23 ( 3 )   261 - 273   2014.5

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    DOI: 10.1080/09243046.2013.851357

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  • Detection of defects in thermoplastic CFRP welded zones using eddy current thermo-sensing Reviewed

    Koichi MIZUKAMI, Yoshihiro MIZUTANI, Akira TODOROKI, Yoshiro SUZUKI

    80 ( 812 )   SMM0084   2014.4

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    DOI: 10.1299/transjsme.2014smm0084

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  • Mode II interfacial fracture toughness of composite/adhesive interfaces obtained by in-mold surface modification Reviewed

    Yoshikazu Yukimoto, Ryosuke Matsuzaki, Akira Todoroki

    INTERNATIONAL JOURNAL OF ADHESION AND ADHESIVES   50   191 - 198   2014.4

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    DOI: 10.1016/j.ijadhadh.2014.01.034

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  • Self-sensing time domain reflectometry method for damage monitoring of a CFRP plate using a narrow-strip transmission line Reviewed

    Akira Todoroki, Hiroumi Kurokawa, Yoshihiro Mizutani, Ryosuke Matsuzaki, Tetsuo Yasuoka

    COMPOSITES PART B-ENGINEERING   58   59 - 65   2014.3

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    DOI: 10.1016/j.compositesb.2013.10.047

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  • Monitoring of electric conductance and delamination of CFRP using multiple electric potential measurements Reviewed

    Akira Todoroki

    ADVANCED COMPOSITE MATERIALS   23 ( 2 )   179 - 193   2014.3

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    DOI: 10.1080/09243046.2013.844900

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  • Void formation in geometry-anisotropic woven fabrics in resin transfer molding Reviewed

    Ryosuke Matsuzaki, Daigo Seto, Akira Todoroki, Yoshihiro Mizutani

    ADVANCED COMPOSITE MATERIALS   23 ( 2 )   99 - 114   2014.3

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    DOI: 10.1080/09243046.2013.832829

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  • Cost-effective open microwave heating of polymer resin using interdigital electrode array film and dispersed carbon nanotubes Reviewed

    Shinya Hatori, Ryosuke Matsuzaki, Akira Todoroki

    COMPOSITES SCIENCE AND TECHNOLOGY   92   9 - 15   2014.2

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    DOI: 10.1016/j.compscitech.2013.11.029

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  • 3D printing of continuous fiber reinforced plastic

    Masaki Namiki, Masahito Ueda, Akira Todoroki, Yoshiyasu Hirano, Ryosuke Matsuzaki

    International SAMPE Technical Conference   2014

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  • Behavior of secondary AE generation during low-cycle fatigue test of austenitic stainless steel Reviewed

    Makoto Ohta, Yoshihiro Mizutani, Akira Todoroki, Ryosuke Matsuzaki, Tetsuo Yasuoka

    Zairyo/Journal of the Society of Materials Science, Japan   63 ( 4 )   331 - 337   2014

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    DOI: 10.2472/jsms.63.331

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  • Design Exploration of Robust Topologies under the Loading Uncertainty for the Lug Structure of Super Sonic Transport Reviewed

    SHIN Hyunjin, HIRANO Yoshiyasu, TODOROKI Akira

    JOURNAL OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES   62 ( 1 )   1 - 8   2014

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    In Super Sonic Transport (SST), thin wing structure is necessary to satisfy the high speed, economic viability and environmental compatibility requirements. Among many structures in thin wing, the lug structure which is between the body and the main wing plays important role. However, it is difficult to design of the lug structure because it is subjected many loads that have uncertainties such as magnitude or direction of loading caused by aeroelastic forces. Robust topology optimization is, therefore, necessary to determine the optimal structural lay out solutions insensitive to loading uncertainties for design of the lug structure. The present paper proposes robust topology optimization using NSGA-IIa algorithm which is one of the most popular in Multi-Objective Evolutionary Algorithms (MOEA) with multiload formulation. In proposed method, Monte Carlo simulations were used to estimate the robustness of topology from Pareto optima obtained with NSGA-IIa. The obtained robust topology solutions are explored by Self-Organizing Map that is an appropriate tool to visualize and explore properties of the high dimension data. Finally, proposed method approach is applied for the lug structure robust topology optimization.

    DOI: 10.2322/jjsass.62.1

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  • Modified stress intensity factor as a crack growth parameter applicable under large scale yielding conditions Reviewed

    Tetsuo Yasuoka, Yoshihiro Mizutani, Akira Todoroki

    Mechanical Engineering Journal   1 ( 3 )   SMM0009 - SMM0009   2014

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    High-temperature water stress corrosion cracking has high tensile stress sensitivity, and its growth rate has been evaluated using the stress intensity factor, which is a linear fracture mechanics parameter. Stress corrosion cracking mainly occurs and propagates around welded metals or heat-affected zones. These regions have complex residual stress distributions and yield strength distributions because of input heat effects. The authors previously reported that the stress intensity factor becomes inapplicable when steep residual stress distributions or yield strength distributions occur along the crack propagation path, because small-scale yielding conditions deviate around those distributions. Here, when the stress intensity factor is modified by considering these distributions, the modified stress intensity factor may be used for crack growth evaluation for large-scale yielding. The authors previously proposed a modified stress intensity factor incorporating the stress distribution or yield strength distribution in front of the crack using the rate of change of stress intensity factor and yield strength. However, the applicable range of modified stress intensity factor for large-scale yielding was not clarified. In this study, the range was analytically investigated by comparison with the J-integral solution. A three-point bending specimen with parallel surface crack was adopted as the analytical model and the stress intensity factor, modified stress intensity factor and equivalent stress intensity factor derived from the J-integral were calculated and compared under large-scale yielding conditions. The modified stress intensity was closer to the equivalent stress intensity factor when compared with the stress intensity factor. If deviation from the J-integral solution is acceptable up to 2%, the modified stress intensity factor is applicable up to 30% of the J-integral limit, while the stress intensity factor is applicable up to 10%. These results showed that the modified stress intensity factor can be applied even when the yielding scale exceeds the small-scale yielding criterion.

    DOI: 10.1299/mej.2014smm0009

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  • Electrical resistance change of carbon/epoxy composite laminates under cyclic loading under damage initiation limit Reviewed

    Akira Todoroki, Daichi Haruyama, Yoshihiro Mizutani, Yoshiro Suzuki, Tetsuo Yasuoka

    Open Journal of Composite Materials   4 ( 1 )   22 - 31   2014

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    DOI: 10.4236/ojcm.2014.41003

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  • Effect of gradient of stress intensity factor at a crack tip on fatigue crack growth and correction method for the effect

    KAWATSU Sho, YASUOKA Tetsuo, MIZUTANI Yoshihiro, TODOROKI Akira, SUZUKI Yoshiro

    TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series A   80 ( 815 )   SMM0194 - SMM0194   2014

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    The stress intensity factor can be applied as an evaluation parameter of crack growth under small-scale yielding conditions. Moreover, the stress intensity factor corrected by the plastic zone correction can potentially be used as an evaluation parameter of crack growth for small-scale yielding criteria or beyond these criteria. In the previous study, the plastic zone correction method for that purpose was proposed. The method focuses on the gradient of the stress intensity factor at the crack tip, incorporating the term into the correction formula. To investigate the applicability of the correction experimentally, fatigue crack propagation tests were conducted in this study using three types of specimens with different gradients. The results show that the crack growth rate increased when the gradient was large although the effective stress intensity factor range was the same. This indicates that the gradient of the stress intensity factor at the crack tip affects the stress state in the vicinity of the crack tip and the crack growth rate increases as the gradient increases. When the correction of the stress intensity factor was applied, the crack growth rate could be evaluated independently from the gradient of the stress intensity factor. The correction is applicable around small-scale yielding criteria or beyond these criteria, but is not applicable under sufficiently large-scale yielding conditions.

    DOI: 10.1299/transjsme.2014smm0194

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  • Fatigue damage detection of CFRP using the electrical resistance change method Reviewed

    Akira Todoroki, Yoshihiro Mizutani, Yoshiro Suzuki, Daichi Haruyama

    INTERNATIONAL JOURNAL OF AERONAUTICAL AND SPACE SCIENCES   14 ( 4 )   350 - 355   2013.12

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    DOI: 10.5139/IJASS.2013.14.4.350

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  • Elite-initial population for efficient topology optimization using multi-objective genetic algorithms Reviewed

    Hyunjin Shin, Akira Todoroki, Yoshiyasu Hirano

    INTERNATIONAL JOURNAL OF AERONAUTICAL AND SPACE SCIENCES   14 ( 4 )   324 - 333   2013.12

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    DOI: 10.5139/IJASS.2013.14.324

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  • Applicable limit of the stress intensity factor for steep yield strength distribution Reviewed

    Tetsuo Yasuoka, Yoshihiro Mizutani, Akira Todoroki

    ENGINEERING FRACTURE MECHANICS   110   1 - 11   2013.9

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    DOI: 10.1016/j.engfracmech.2013.07.019

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  • In situ void content measurements during resin transfer molding Reviewed

    Ryosuke Matsuzaki, Daigo Seto, Akira Todoroki, Yoshihiro Mizutani

    ADVANCED COMPOSITE MATERIALS   22 ( 4 )   239 - 254   2013.8

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    DOI: 10.1080/09243046.2013.801822

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  • Thermal deformation constraint using response surfaces for optimization of stacking sequences of composite laminates Reviewed

    Akira Todoroki, Takumi Ozawa, Yoshihiro Mizutani, Yoshiro Suzuki

    ADVANCED COMPOSITE MATERIALS   22 ( 4 )   265 - 279   2013.8

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    DOI: 10.1080/09243046.2013.805502

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  • Simple Electric-Voltage-Change-Analysis Method for Delamination of Thin CFRP Laminates Using Anisotropic Electric Potential Function Reviewed

    TODOROKI Akira, ARAI Masahiro

    Journal of the Japan Society for Composite Materials   39 ( 3 )   106 - 112   2013.5

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    Although an electrical-resistance-change method is useful for monitoring delamination cracking of Carbon Fiber Reinforced Plastics (CFRP) laminates, the method requires a lot of experiments or FEM analyses to obtain relationship between the electrical resistance changes and delamination cracking. In the previous studies, the author proposed the anisotropic electric potential function to analyze electric current density of CFRP laminates. The function was applied to thick CFRP laminates. In the present study, the method is expanded to thin CFRP laminates using an image method. The number of images is determined using the electric current analysis of thick CFRP laminates here. Electric potential changes caused by delamination cracking can be calculated using anisotropic doublet line. The anisotropic doublet method is applied here to calculate the electric voltage change at the surface of a thin CFRP laminate and the results are compared with FEM analysis. As a result, the method is shown to be very effective.

    DOI: 10.6089/jscm.39.106

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  • Crack growth analysis of a composite/adhesive interface toughened by in-mold surface preparation Reviewed

    Takuya Suzuki, Ryosuke Matsuzaki, Akira Todoroki, Yoshihiro Mizutani

    INTERNATIONAL JOURNAL OF ADHESION AND ADHESIVES   42   36 - 43   2013.4

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    DOI: 10.1016/j.ijadhadh.2013.01.008

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  • Enhancement of interfacial fracture toughness of carbon/epoxy composite adhesive joints by in-mold surface preparation Reviewed

    Y. Hikosaka, R. Matsuzaki, A. Todoroki, Y. Mizutani

    EXPRESS POLYMER LETTERS   7 ( 3 )   293 - 303   2013.3

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    DOI: 10.3144/expresspolymlett.2013.26

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  • Flow control by progressive forecasting using numerical simulation during vacuum-assisted resin transfer molding Reviewed

    Ryosuke Matsuzaki, Seiji Kobayashi, Akira Todoroki, Yoshihiro Mizutani

    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING   45   79 - 87   2013.2

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    DOI: 10.1016/j.compositesa.2012.09.014

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  • Skin Effect of Alternating Electric Current in Laminated CFRP Reviewed

    TODOROKI Akira

    Journal of the Japan Society for Composite Materials   39 ( 1 )   10 - 15   2013.1

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    When an alternating current is applied to a conductive slab, the induced current impedes the electric current and this causes skin effect for all conductive materials. For laminated Carbon Fiber Reinforced Plastics (CFRP), however, the skin-effect depth is not evaluated. In the present study, therefore, Maxwell's equations are analytically solved, and the skin-effect depth of unidirectional CFRP is derived first. Using the result, skin-effect is analyzed for the laminated CFRP. As a result, the skin-effect depth is derived for the laminated CFRP, and the effect is compared with the newly defined skin-effect of direct current caused by strong anisotropic conductance. For the highly toughened CFRP that has resin rich layers, the skin-effect of the direct current is more important than that of alternating current.

    DOI: 10.6089/jscm.39.10

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  • Patch-type large strain sensor using elastomeric composite filled with carbon nanofibers Reviewed

    Tetsuo Yasuoka, Yoshinobu Shimamura, Akira Todoroki

    International Journal of Aeronautical and Space Sciences   14 ( 2 )   146 - 151   2013

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    DOI: 10.5139/IJASS.2013.14.2.146

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  • Electrical Resistance Change of Self-Sensing CFRP Laminates during Cyclic Loading Reviewed

    TODOROKI Akira, HARUYAMA Daichi, MIZUTANI Yoshihiro, SUZUKI Yoshiro, YASUOKA Tetsuo

    Transactions of the Japan Society of Mechanical Engineers Series B   79 ( 803 )   1009 - 1018   2013

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    Self-sensing Carbon Fiber Reinforced Plastics (CFRP) is one of the attractive multifunctional composites. That multifunctional composite has structural strength/stiffness and sensing function using electrical resistance changes. For the self-sensing, electrical contact between the lead wire and the carbon fibers is the most important issue. The present study focuses on the effect of the long term cyclic loading of lower applied strain range than the fatigue damage initiation level. Cyclic loading tests of the lower applied strain range are performed in the present study with measuring electrical resistance changes. The temperature change compensation method is proposed here for the long term tests. As a result, the electrical contact resistance at the copper electrode increased with the increase of cycles. That means the electrical change at the electrodes must be considered for the long-term self-sensing monitoring system. Moreover, angle-ply laminates has plastic deformation caused by shear loading, and that causes electrical resistance decrease during the cyclic loading.

    DOI: 10.1299/kikaia.79.1009

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  • Monitoring of Electric Conductance and Delamination of CFRP Using Multiple Electric Potential Measurements Reviewed

    TODOROKI Akira

    Journal of the Japan Society for Composite Materials   39 ( 4 )   135 - 142   2013

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    A new electrical potential method is proposed in the present study. Many electrodes to measure electric voltage are mounted on a carbon-fiber-reinforced-polymer beam surface. Direct current is applied and the electric voltage changes are measured at the electrodes. Comparing the measured results with the analytical results obtained from the anisotropic electric potential function, electric conductance ratio is obtained. Using the obtained electric conductance ratio, difference of the electric voltages at the surface is amplified. The difference of the electric potential enables us to know the delamination location and dimension. Uniform doublet analysis enables us to know the relationship between the measured results and the delamination location and dimension. The method is applied to numerical analyses here. The results show that the new method is quite effective for simple delamination monitoring.

    DOI: 10.6089/jscm.39.135

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  • Eficiency improvement of multi-objective topology optimization using elite initial individuals of genetic algorithm

    Hyunjin Shin, Yoshiyasu Hirano, Akira Todoroki

    Transactions of the Japan Society for Computational Engineering and Science   2013   2013

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  • Resin flow monitoring for VaRTM by an approach integrating electrical measurements and numerical simulation Reviewed

    Masayuki Murata, Ryosuke Matsuzaki, Akira Todoroki, Yoshihiro Mizutani

    DESIGN, MANUFACTURING AND APPLICATIONS OF COMPOSITES   165 - 172   2013

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  • Use of a Lightning Protection Shield for Composite Airplanes as a Load Sensor Reviewed

    Toyoaki Suzuki, Yoshiro Suzuki, Akira Todoroki, Yoshihiro Mizutani

    DESIGN, MANUFACTURING AND APPLICATIONS OF COMPOSITES   177 - 184   2013

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  • Small scale yielding conditions for steep residual stress distribution Reviewed

    Tetsuo Yasuoka, Yoshihiro Mizutani, Akira Todoroki

    ENGINEERING FRACTURE MECHANICS   96   392 - 400   2012.12

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    DOI: 10.1016/j.engfracmech.2012.08.011

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  • Design Exploration of Topology Optimized Solutions by Using Self-Organizing Map : 1st Report : Verification of the Result of SOM Classification Reviewed

    SHIN Hyunjin, HIRANO Yoshiyasu, TODOROKI Akira

    JOURNAL OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES   60 ( 5 )   189 - 196   2012.10

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    In recent years, there has been a renewal of interest in the study of supersonic transport (SST). The high speed, economic viability and environmental compatibility are required for the future SST. So, the wing of SST has to be thin as possible in order to minimize the weight and enhance performances. For this reason, the design of lugs between the main wing and body is very important. In structural optimization of lug, topology optimization has been used to determine the optimal structural lay-out. However, topology optimization has the problem that there are several different solutions depending on the analysis data and multiple loads caused by aeroelastic forces on the wing. In this study, in order to search for an optimal solution from topology optimized solutions for several loads, these solutions are classified according to the topological characteristics by using Self-Organizing Map (SOM). In this case, topological characteristics were represented by using model's spatial densities of topology optimized solutions. Through this classification, it is possible to explore to the optimal topology optimized solution within various topology optimized solutions.

    DOI: 10.2322/jjsass.60.189

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  • Electric Current Analysis for Thick Laminated CFRP Composites Reviewed

    Akira Todoroki

    TRANSACTIONS OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES   55 ( 4 )   237 - 243   2012.7

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  • Electric Current Analysis of CFRP using Perfect Fluid Potential Flow Reviewed

    Akira Todoroki

    TRANSACTIONS OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES   55 ( 3 )   183 - 190   2012.5

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  • Cross-sectional monitoring of resin impregnation using an area-sensor array in an RIM process Reviewed

    Ryosuke Matsuzaki, Seiji Kobayashi, Akira Todoroki, Yoshihiro Mizutani

    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING   43 ( 4 )   695 - 702   2012.4

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    DOI: 10.1016/j.compositesa.2011.12.024

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  • Impact-damage visualization in CFRP by resistive heating: Development of a new detection method for indentations caused by impact loads Reviewed

    Yoshiro Suzuki, Akira Todoroki, Ryosuke Matsuzaki, Yoshihiro Mizutani

    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING   43 ( 1 )   53 - 64   2012.1

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    DOI: 10.1016/j.compositesa.2011.09.003

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  • Skin effect of alternating electric current on laminated CFRP Reviewed

    Akira Todoroki

    ADVANCED COMPOSITE MATERIALS   21 ( 5-6 )   477 - 489   2012

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    DOI: 10.1080/09243046.2012.743716

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  • Numerical Simulation of Self-Sensing Time Domain Reflectometry for Damage Detection of Carbon Fiber Reinforced Polymer Plate Reviewed

    TODOROKI Akira, KUROKAWA Hiroumi, MIZUTANI Yoshihiro

    JSMME   6 ( 12 )   1062 - 1071   2012

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    This study is an analytical investigation of time domain reflectometry (TDR) for carbon fiber reinforced polymer (CFRP) composites using numerical simulation software. This process is called self-sensing TDR because the carbon fibers themselves are used as the sensors. A previous study conducted experimental investigations of this process using parallel aluminum plates. This study uses finite difference time domain analysis for simulations of a transmission line structure for the self-sensing TDR. Details of the effects of the orthotropic electric conductance are investigated analytically. The simulation results show that the electromagnetic waves propagate rapidly in the transverse direction and that the effects of the orthotropic conductance seem to be negligible. An additional simulation using a pair of square CFRP plates reveals that the electromagnetic wave is affected by the orthotropic conductance. The effect is nevertheless very small when compared with the actual ratio of the electric conductance between the fiber direction and the transverse direction.

    DOI: 10.1299/jmmp.6.1062

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  • Damage Monitoring of CFRP Plate Using Self-Sensing TDR Method Reviewed

    KUROKAWA Hiroumi, TODOROKI Akira, MIZUTANI Yoshihiro

    JSMME   6 ( 12 )   1053 - 1061   2012

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    Laminated CFRP structures are applied to many aerospace structures. Although CFRP laminates have high specific strength and specific stiffness, an impact load easily creates damage such as delamination cracking, matrix cracking, and fiber breakage. Damage to laminated CFRP is usually difficult to detect by visual inspection. As a result, damage monitoring systems are required for large laminated CFRP structures. Many researchers have already proposed self-sensing monitoring systems which measure electrical resistance changes in the laminated CFRP. This method, however, requires a lot of electrodes. In the present study, a new time domain reflectometry (TDR) method using an electrical pulse signal and reinforcement carbon fiber sensors is adopted as a monitoring method. The method is applied to a 2-m long CFRP strip plate specimen to detect an ideal damage mechanical notch using a reflected pulse signal. In addition, the effect of the orthotropic conductance of the CFRP plate is experimentally investigated using multiple electrodes, and is shown to be negligible.

    DOI: 10.1299/jmmp.6.1053

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  • Indentation-Damage Visualization in CFRP by Resistive Heating: Analytical Verification of The Inspection of Aircraft Using Its Lightning Protection Systems Reviewed

    SUZUKI Yoshiro, TODOROKI Akira, MATSUZAKI Ryosuke, MIZUTANI Yoshihiro

    JSMME   6 ( 3 )   213 - 226   2012

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    Quick and automatic inspection of carbon fiber reinforced polymer (CFRP) aircraft after each flight would reduce the safety factor and allow for more flights. Visualization of impact damage was developed in an earlier study as an automatic self-monitoring method. The damaged area was visualized by selective and intense resistive heating based on its decreased through-thickness resistivity compared to undamaged areas. In the present study, the lightning protection system of a composite aircraft was used to apply a uniform electrical current distribution and electric heat to a large structure. Subsequent coupled thermal-electrical analyses showed that even small indentations (depth <0.15 mm) could be relatively easily detected in structures about 1 m in size.

    DOI: 10.1299/jmmp.6.213

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  • Strain Monitoring and Applied Load Estimation for the Development of Intelligent Tires Using a Single Wireless CCD Camera

    MATSUZAKI Ryosuke, HIRAOKA Naoki, TODOROKI Akira, MIZUTANI Yoshihiro

    JSMME   6 ( 9 )   935 - 949   2012

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    From a traffic safety point of view, there is an urgent need for intelligent tires which can optimize braking control by estimating the slip ratio and friction coefficient between a road surface and an automobile tire. The present study develops concurrent monitoring of frictional and vertical loads applied to the tires from the inner tire strain data for estimating the road/tire friction coefficient, which enables optimization of vehicle control and implementation of a road condition warning system. The tire strain is obtained using a three-dimensional digital image correlation method with a single wireless CCD camera attached to the wheel rim inside the tire. The procedures of the applied load estimation decompose the measured strain into the frictional and vertical strain components using their symmetrical and anti-symmetrical characteristics. Static tire rotation tests were carried out, and the applied loads were estimated from the inner tire surface strain distribution. Compared with the actual applied loads measured from strain gages attached to the experimental apparatus, it was confirmed that the vertical and frictional loads can be estimated independently with adequate accuracy.

    DOI: 10.1299/jmmp.6.935

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  • Residual strain relief effect on the electrical resistance measurement for delamination monitoring of carbon/PEEK laminates Reviewed

    Yusuke Samejima, Yoshiyasu Hirano, Akira Todoroki, Ryosuke Matsuzaki

    SCIENCE AND ENGINEERING OF COMPOSITE MATERIALS   18 ( 4 )   225 - 229   2011.12

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    DOI: 10.1515/SECM.2011.045

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  • Study of high-strength CFRP bolted joints with failure-monitoring cone washers Reviewed

    Tsukasa Katsumata, Yoshihiro Mizutani, Akira Todoroki, Ryosuke Matsuzaki

    Frontiers of Mechanical Engineering   6 ( 3 )   272 - 276   2011.9

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    DOI: 10.1007/s11465-011-0231-1

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  • Control of resin flow/temperature using multifunctional interdigital electrode array film during a VaRTM process Reviewed

    Ryosuke Matsuzaki, Seiji Kobayashi, Akira Todoroki, Yoshihiro Mizutani

    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING   42 ( 7 )   782 - 793   2011.7

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    DOI: 10.1016/j.compositesa.2011.03.004

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  • Full-field monitoring of resin flow using an area-sensor array in a VaRTM process Reviewed

    Ryosuke Matsuzaki, Seiji Kobayashi, Akira Todoroki, Yoshihiro Mizutani

    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING   42 ( 5 )   550 - 559   2011.5

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    DOI: 10.1016/j.compositesa.2011.01.014

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  • Void formation in an anisotropic woven fiber during resin transfer molding

    Daigo Seto, Ryosuke Matsuzaki, Akira Todoroki, Yoshihiro Mizutani

    ICCM International Conferences on Composite Materials   2011

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  • Electric Current Analysis of CFRP Using Perfect Fluid Potential Flow Reviewed

    TODOROKI Akira

    59 ( 688 )   132 - 139   2011

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    DOI: 10.2322/jjsass.59.132

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  • Damage Detection in CFRP without Data from Intact Structures Using Statistical Analysis of Resistance-Temperature Characteristics Reviewed

    SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    Transactions of the Japan Society of Mechanical Engineers Series B   77 ( 773 )   181 - 189   2011

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    The previous study employs delamination detection in CFRP laminates using statistical analysis of temperature characteristic of resistance to prevent electrical resistance changes caused by damages of electrical contact at electrodes. A statistical analysis method discriminates the temperature characteristic of resistance of the damaged structure from that of the intact structure. To detect delaminations without learning processes, a new method which compares the electrical resistances at high temperature with those at low temperature is developed here. The new method has applicability to existing structures and can also detect initial defects. The present study employs the new method for detecting delaminations and initial defects in quasi-isotropic-plied CFRP plates. The detection limit of delamination and the effectiveness of detecting initial defects are experimentally investigated, and the effect of electrode damage on the diagnosis is discussed here.

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  • Impact Damage Detection in CFRP Using Statistical Analysis of Resistance-Temperature Characteristics Reviewed

    SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    JSMME   5 ( 1 )   33 - 43   2011

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    A new method for detecting delamination cracks in carbon fiber reinforced polymer (CFRP) laminates using changes in electrical resistance was developed in a previous study. It was possible to detect delamination cracks without sampling the data from intact structures and to prevent false diagnoses from changes in electrical resistance caused by damage to the electrical contacts at the electrodes. As a result of the study, delamination of at least 5.3 mm in diameter caused by a quasi-static load in a quasi-isotropic-plied CFRP plate was detectable without sampling the data from intact structures. However, the proposed diagnostic method has not yet been experimentally performed for detecting delaminations subjected to impact loads. Although it is unfortunate that there is not much difference between damage of FRP laminates subjected to low-speed impacts and those subjected to quasi-static loads, broken fibers in the surface layer and plastic deformation such as a dent accompanied by delamination might depend on the rate of strain. It is also necessary to ensure that the diagnostic method provides correct diagnoses even if impact damage of electrical contact occurs at the electrodes. The diagnosis was not affected by chipped electrodes except for through chips. The present study employs the diagnostic method for delamination cracks and damage to electrical contacts of an electrode subjected to falling weight impact loads and dents from quasi-static loads.

    DOI: 10.1299/jmmp.5.33

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  • Lamination Theory for Electric Conductance of CFRP Reviewed

    TODOROKI Akira

    JOURNAL OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES   59 ( 692 )   252 - 257   2011

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    DOI: 10.2322/jjsass.59.252

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  • Artificial lightning testing on graphite/epoxy composite laminate Reviewed

    Yoshiyasu Hirano, Shingo Katsumata, Yutaka Iwahori, Akira Todoroki

    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING   41 ( 10 )   1461 - 1470   2010.10

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    DOI: 10.1016/j.compositesa.2010.06.008

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  • Electrical Resistance Change of CFRP under a Compression Load

    TODOROKI Akira, SUZUKI Kensuke, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    JSMME   4 ( 7 )   864 - 874   2010

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    Many researchers adopt electrical resistance change (ERC) methods to detect damage in Carbon Fiber Reinforced Plastic (CFRP) laminates. They usually apply the method under tensile or bending loads. For compression tests, a block type specimen is used. The block type specimen, however, is too thick to obtain a uniform electrical current. This study starts with the design of a compression test specimen with uniform electrical current using a sandwich beam specimen. The four-point bending tests revealed that the piezoresistivity of the compression tests was the same as that of the tension tests. Using a three-point bending test, fiber-micro-buckling was obtained, which caused an increase in electrical resistance with residual compression strain. Non-linear behaviors observed during cyclic loading tests were investigated, and it was revealed that the plastic deformation at the loading point had large effect.

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  • A Fundamental Study on Static Strength Improvement of CFRP Bolted Joints by Increasing Friction Force

    KATSUMATA Tsukasa, MIZUTANI Yoshihiro, TODOROKI Akira, MATSUZAKI Ryosuke

    JSMME   4 ( 6 )   711 - 719   2010

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    The bolted joint is a common assembling method for carbon fiber reinforced plastic (CFRP) members. However, cracks or plastic deformation can occur around bolt holes of CFRP members even when employing low fastening forces. As a result, CFRP failure occurs around bolt holes because of bearing forces, and the strength of a CFRP joint is reduced. To address this problem, we change the configurations of washers and insert a thin sheet having a high friction coefficient between CFRP members. In friction coefficient measurements, the insertion of sandpaper was found to be the most suitable method for increasing friction forces at the interface between CFRP members. Three-dimensional finite element method analyses were conducted to investigate the effect of washer configurations in terms of the maximum allowable fastening force and the joint strength. From these analyses, the cone washer was found to be the most effective design for increasing the joint strength. In the full model analyses, the failure strengths of proposed CFRP bolted joints were higher than those of normal CFRP bolted joints. The verification tests for the proposed joint were conducted according to ASTM D5961. It was observed that the load at failure for the proposed bolted joint was about 45 % greater than that for the conventional joint.

    DOI: 10.1299/jmmp.4.711

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  • Electrical Resistance Change Measurement with Elevated Temperature due to Joule Heating for the Detection of Delamination in Graphite/Epoxy Composites Reviewed

    Takahashi Kosuke, Todoroki Akira, Matsuzaki Ryosuke

    Journal of Environment and Engineering   5 ( 1 )   15   2010

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  • Delamination Detection in CFRP Plates Using Statistical Analysis of Change in Temperature Characteristic of Resistance Reviewed

    Yoshiro SUZUKI, Akira TODOROKI, Kosuke TAKAHASHI, Yoshihiro MIZUTANI, Ryosuke MATSUZAKI

    Transactions of the Japan Society of Mechanical Engineers Series A   76 ( 767 )   961 - 967   2010

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    DOI: 10.1299/kikaia.76.961

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  • Electrical Resistance Change of Thick CFRP Laminate for Self-Sensing

    TODOROKI Akira, SAMEJIMA Yuusuke, HIRANO Yoshiyasu, MATSUZAKI Ryosuke, MIZUTANI Yosihiro

    JSMME   4 ( 6 )   658 - 668   2010

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    This paper deals with the mechanism of electrical resistance change observed after delamination cracking of a thick Carbon Fiber Reinforced Polymer (CFRP) laminate. In a previous paper, the current shut-off caused by the delamination crack increased the electrical resistance for a thin laminate, and the effect of piezoresistance caused by the residual strain relief was small compared with the shut-off effect. For the thick CFRP, a dent is made because of the high indentation compression load at the loading point. The present paper measures the effect of the dent experimentally and estimates the electrical resistance increases caused by the shut-off effect and piezoresistance effect using Finite Element Method (FEM) analyses. The estimates are compared with the experimental results of the thick CFRP laminate. As a result, it is established that the effect of the dent (which causes a decrease of electrical resistance) is larger than the effect of the shut-off (which causes an increase of electrical resistance) for the thick CFRP laminate.

    DOI: 10.1299/jmmp.4.658

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  • Improvement of the Inverse Problem for the Damage Identification Using Generalized Linear Mixed Model : Application to the Delamination Identification via Electric Potential Method of CFRP Laminate Reviewed

    IWASAKI Atsushi, TODOROKI Akira

    Transactions of the Japan Society of Mechanical Engineers Series A   76 ( 768 )   1040 - 1047   2010

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    This paper is about improvement of diagnostic accuracy of the damage identification applying the generalized linear mixed model to the inverse problem. Generalized linear mixed model (GLMM) is the extend method of the linear regression analysis include the random effect. By the method, relation between the dependent variable and the independent variables are divided to fixed effect and random effect. The fixed effect means true relation and the random effect means the unknown fluctuation because of the individual specificity. When the damage diagnosis conducted by the inverse problem, this unknown fluctuation is caused by not only the difference of the lot of test piece, but also the unknown parameters of the damage. For example, for the damage size identification problem, location of the damage is the unknown parameter. This unknown parameter is unknown at the time of damage identification but this unknown parameter is known at the time of constructing the model of the inverse problem and the time of deciding the parameter for the inverse problem model. Then in this research, improvement of diagnostic accuracy of the damage identification using inverse problem via the GLMM is conducted. The method is applied to the delamination identification via electric potential method of CFRP laminate. FEM analyses are conducted to obtain electric potential changes due to delamination crack creations with seven-electrode type specimens. By comparisons of the estimations without the random effect and with the effect, a better diagnostic tool is discussed in detail. As a result, GLMM improve the diagnostic accuracy of size and location identification of the delamination crack.

    DOI: 10.1299/kikaia.76.1040

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  • Mechanism of Electrical Resistance Change of a Thin CFRP Beam after Delamination Cracking

    TODOROKI Akira, SAMEJIMA Yusuke, HIRANO Yoshiyasu, MATSUZAKI Ryosuke, MIZUTANI Yoshihiro

    JSMME   4 ( 1 )   1 - 11   2010

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    This paper considers a detailed mechanism of the electrical resistance change observed after delamination cracking of a thin Carbon Fiber Reinforced Polymer (CFRP) laminate. For this laminate, the electrical resistance increases after delamination cracking, although the electrical resistance decreases after delamination cracking of a thick CFRP laminate. One of the proposed reasons for this difference is the residual strain relief caused by the delamination cracking. We report experimental and FEM analyses to investigate the effect of shut-off of the current path caused by delamination cracking, and the effect of piezoresistance caused by residual strain relief after delamination cracking. Residual strain relief was measured experimentally, and the results compared to the FEM results. On the basis of the FEM results the effect of the piezoresistance was estimated. It was found that the effect of the piezoresistance is small compared to the effect of the current shut-off for the thin CFRP laminate.

    DOI: 10.1299/jmmp.4.1

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  • Electrical Resistance Change under Strain of CNF/Flexible-Epoxy Composite Reviewed

    Tetsuo Yasuoka, Yoshinobu Shimamura, Akira Todoroki

    ADVANCED COMPOSITE MATERIALS   19 ( 2 )   123 - 138   2010

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    DOI: 10.1163/092430410X490446

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  • Effect of Dent on Self-sensing Method of CFRP Reviewed

    Akira Todoroki, Ryosuke Matsuzaki, Yusuke Samejima, Yoshiyasu Hirano

    MULTI-FUNCTIONAL MATERIALS AND STRUCTURES III, PTS 1 AND 2   123-125   963 - +   2010

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    DOI: 10.4028/www.scientific.net/AMR.123-125.963

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  • Transient Analysis of Functionally Graded Thick Hollow Circular Cylinders under Mechanical Loadings

    TAHANI Masoud, TALEBIAN Taha, TODOROKI Akira

    JSMME   4 ( 8 )   1223 - 1236   2010

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    This article presents the analysis of functionally graded hollow circular cylinders with finite length under axisymmetric dynamic loads. It is assumed that the functionally graded cylinder is comprised of metal-phase and ceramic-phase whereas material properties are graded in the thickness direction of the cylinder according to power law distribution. Two-dimensional finite element method in conjunction with the Newmark method is used to solve the system of time-dependent coupled equations that govern the dynamic responses. By introducing especial elements, it is possible to distribute the material properties through the thickness of cylinder exactly according to the power law distribution. Dynamic loads applied on the cylinder are axisymmetric in the hoop direction and can vary in the radial and axial directions. As examples, the transient responses of functionally graded cylinders which are excited in radial direction by increasingly and suddenly internal pressure and line load are calculated, and the characteristics of waves are discussed. The results in the present study are obtained for thick cylinder and cylindrical shell and compared with the results for isotropic cylinders.

    DOI: 10.1299/jmmp.4.1223

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  • Transient and Dynamic Stress Analysis of Functionally Graded Thick Hollow Cylinder Subjected to Thermal Shock Loading Using an Analytical Method

    TAHANI Masoud, HOSSEINI Seyed Mahmoud, SAFARI Ali, TODOROKI Akira

    JSMME   4 ( 8 )   1346 - 1359   2010

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    In this paper, an analytical method is presented to investigate dynamic characteristics in a functionally graded thick hollow cylinder under thermal shock loading. Thermo-mechanical properties of functionally graded (FG) thick hollow cylinder are assumed to be temperature independent and vary continuously in the radial direction. Dynamic thermo-elastic equation of the problem is analytically solved by employing the Laplace transform and series solution. The dynamic thermo-elastic stresses in a functionally graded thick hollow cylinder subjected to axisymmetric thermal shock loading are obtained and presented in closed forms at Laplace domain. The results are obtained in time domain using the fast Laplace inverse transform method. The dynamic behaviors of thermo-elastic stresses are illustrated and discussed for various grading patterns of thermo-mechanical properties in several points across the thickness of FG cylinder and cylinder thickness parameter. The presented analytical method furnishes a ground to study the time histories of radial and hoop stresses in FG cylinders with different thickness and various exponents of volume fraction. The presented results show good agreement with published data in previous literatures.

    DOI: 10.1299/jmmp.4.1346

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  • T0101-1-3 Mode I fracture toughness of composite/adhesive interface modified with Nanoimprint lithography

    HIKOSAKA Yuki, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    The proceedings of the JSME annual meeting   2010   5 - 6   2010

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    Surface modification by nanoimprint lithography (NIL) is applied to an adherend of the bonded composite joints. We developed a silicon mold with micro scale structures by photolithography and anisotropic etching. By forming CFRP on the mold with microstructures, the microstructures are transferred to the CFRP surface. Since this surface modification can be conducted during the curing of composites, it reduces the time required and costs involved in conventional surface preparation such as sand blasting, chemical etching etc. In this paper, the effect of microstructure size on the mode I fracture toughness was investigated. A size ratio A was defined and DCB tests about some values of A was conducted. As a result, it was confirmed that as A increased, fracture toughness became stronger.

    DOI: 10.1299/jsmemecjo.2010.8.0_5

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  • G0400-2-4 Procedure of voids generation in anisotropic fiber during RTM process

    SETO Daigo, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    The proceedings of the JSME annual meeting   2010   361 - 362   2010

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    Resin transfer molding (RTM) is one of the widely used composite manufacturing techniques. During resin impregnation into fiber, entrapped air in a part (void) is undesirable defect. Presence of void depresses composites mechanical properties. In this paper, a model of bundle scale void generation is presented as a function of resin velocity and experiment was carried to validate the model on anisotropic fiber. The result was compared with the expectation of the model and good agreement was obtained between them.

    DOI: 10.1299/jsmemecjo.2010.1.0_361

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  • J0404-4-2 Diagnosis of CFRP structures using temperature characteristic of resistance

    SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    The proceedings of the JSME annual meeting   2010   299 - 300   2010

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    In the previous study, unsupervised detection of delamination cracks in CFRP plates using statistical analysis of temperature characteristic of resistance were developed to prevent electrical resistance changes caused by damages of electrical contact at electrodes. Delamination cracks change temperature characteristic of resistance of CFRP laminates. To detect delaminations without learning processes, electrical resistances of multiple segments of a CFRP laminate at high temperature are compared with those at low temperature and a statistical analysis method discriminates the change. Electrical resistance changes caused by damages of electrical contact at electrodes do not affect the temperature characteristic of resistance. This method has applicability to existing structures and can also detect initial defects. As a result of the previous study, delamination at least 5.3 mm in diameter subjected to a quasi-static load in a quasi-isotropic-plied CFRP plate was detectable without intact data. The diagnosis was not affected by damages of electrical contact at electrodes except for perforated lack of an electrode. The present study employs the unsupervised detection method of delamination cracks and damages of electrical contact at an electrode subjected to falling weight impact loads, and dents subjected to quasi-static loads.

    DOI: 10.1299/jsmemecjo.2010.6.0_299

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  • S0305-4-2 Low cycle fatigue properties and AE behavior of steel for nuclear power plant subjected seismic load

    OHTA Makoto, MIZUTANI Yoshihiro, TODOROKI Akira, MATSUZAKI Ryosuke

    The proceedings of the JSME annual meeting   2010   151 - 152   2010

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    It is important to expand knowledge for low-cycle fatigue properties of pre-strained nuclear component materials and nondestructive inspection (NDI) techniques for fatigue damage detection when considering resumption of nuclear power plant subjected seismic load. As acoustic emission (AE) monitoring can be applied during fatigue test and operation of plants, we conducted AE monitoring during low-cycle fatigue test. The AE monitoring results showed that reduction of fatigue life by applied high pre-strain was caused by shorten of fatigue crack initiation life. The result also showed that the possibility to use AE monitoring for online monitoring of fatigue damage detection.

    DOI: 10.1299/jsmemecjo.2010.1.0_151

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  • T0101-1-2 Mechanical properties evaluation of the adhesive interface of composites modified with Nanoimprint lithography

    SUZUKI Takuya, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    The proceedings of the JSME annual meeting   2010   3 - 4   2010

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    In order to improve interfacial properties of adhesively bonded composites, surface modification using Nanoimprint lithography (NIL) is investigated. Since the interfacial properties such as bonded strength or fracture toughness are highly depend on a surface morphology, these properties can be improved by designing and fabricating microstructures appropriately in the interface. Considering this fact, we introduced NIL technique to the curing process of composites and fabricated microstructures on the surface of composites, which gives us stiff interface without any surface preparation such as sand blasting or chemical etching. We simulated the behavior of crack propagation along the interface with Finite element method using cohesive zone model and estimated mode I apparent fracture toughness of adhesive joints.

    DOI: 10.1299/jsmemecjo.2010.8.0_3

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  • DELAMINATION IDENTIFICATION IN QUASI-ISOTROPIC CFRP LAMINATE USING ELECTRIC POTENTIAL TECHNIQUE Reviewed

    Masahito Ueda, Akira Todoroki, Yasuyuki Kato

    PROCEEDINGS OF THE ASME PRESSURE VESSELS AND PIPING CONFERENCE, VOL 5   173 - 178   2009

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  • Fracture behavior of CFRP specimen after lightning test

    Y. Hirano, S. Katsumata, Y. Iwahori, A. Todoroki

    ICCM International Conferences on Composite Materials   2009

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  • Intelligent tires for improved tire safety based on strain measurements Reviewed

    Ryosuke Matsuzaki, Akira Todoroki

    Proceedings of SPIE - The International Society for Optical Engineering   7295   2009

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    DOI: 10.1117/12.815403

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  • J0405-1-5 Study on static strength improvement of CFRP bolted joints by relaxing the stress concentration around bolt holes

    KATSUMATA Tsukasa, MIZUTANI Yoshihiro, TODOROKI Akira, MATSUZAKI Ryosuke

    The proceedings of the JSME annual meeting   2009   369 - 370   2009

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    One of the major fastening methods for the CFRP members used in aircrafts is bolted joint. CFRP bolted joints, although, have the problem that damages are occurred around bolt holes of CFRP, even by the tightening with low fastening force. As a result, the fastening force of conventional CFRP bolted joints is very low, and these strengths become decreased. In order to improve this weakness, configurations of the washers are changed in this study to increase the fastening force without CFRP damage, and thin sheet with high friction coefficient is sandwiched between CFRP members in this study to improve the friction force. In the validation testing, the failure strength of the proposal CFRP bolted joint become higher than normal CFRP bolted joints.

    DOI: 10.1299/jsmemecjo.2009.6.0_369

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  • J0405-2-2 Development of 3D deformation measurement method of tires for determining road condition

    HIRAOKA Naoki, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    The proceedings of the JSME annual meeting   2009   375 - 376   2009

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    Intelligent tires are equipped with sensors to monitor strain, rolling radius and pressure of tire, and are expected to improve the reliability of tires and determine the road condition. However, the high stiffness of an attached sensor like a strain gauge causes debonding of sensors from tire rubber. In the present study, an optical method is used for the concurrent monitoring of in-plane strain and out-of-plane displacement (rolling radius) utilizing the non-planar surface of the monitoring object. The optical method enables noncontact measurement of strain. The in-plane strain and out-of-plane displacement are calculated by using image processing with an image of the interior surface of tire that is taken with a single camera fixed in tire. This new monitoring system is applied to commercial tire. As a result, the monitoring system is effective against concurrent monitoring of strain rolling radius. In addition, this monitoring system enables tire pressure monitoring.

    DOI: 10.1299/jsmemecjo.2009.6.0_375

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  • T1101-2-1 Strength evaluation of the interface modified by using Nanoimprint lithography

    MATSUZAKI Ryosuke, SUZUKI Takuya, TODOROKI Akira, MIZUTANI Yoshihiro

    The proceedings of the JSME annual meeting   2009   189 - 190   2009

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    In this research, surface modification using Nanoimprint lithography (NIL) is conducted to an adherend of the bonded joint. We developed a mold by photolithography and formed composites on the mold. Since this surface modification can be conducted within the curing time of composites, it reduces the processing cost and time, which was required for conventional surface preparation such as sand blasting or chemical etching. In this paper, experimental results of tensile test for the butt joint are reported. This paper also includes numerical analysis of the butt joint strength. We found out that pyramid-shape microstructures on the CFRP surface could improve the joint strength because peel stress was reduced by the slope of pyramid-shape microstructures.

    DOI: 10.1299/jsmemecjo.2009.8.0_189

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  • J0406-2-6 Impact Damage Evaluation of CFRP Pressure Vessels by AE Signal Analysis

    MIZUTANI Yoshihiro, SUGIMOTO Sota, TODOROKI Akira, MATSUZAKI Ryosuke

    The proceedings of the JSME annual meeting   2009   433 - 434   2009

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    This study examined the applicability of acoustic emission testing (AT) for the impact damage evaluation of CFRP pressure vessels. AE signals were detected during pressurization tests of CFRP pressure vessels before and after an impact test. The impact test of 15-J energy was conducted by using a drop-weight impact tester. Before the impact test, a few AE signals were detected during the pressurization test. After the impact test, however, a large number of AE signals were detected during the pressurization test. From these results, it is assumed that AT can be used for the impact damage evaluation of CFRP pressure vessels. In addition, the dominant frequencies of AE signals were changed after the impact test. So there is a possibility that impact damage could be also detected by analyzing the frequency of AE signals.

    DOI: 10.1299/jsmemecjo.2009.6.0_433

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  • J0405-1-1 Unsupervised damage detection in CFRP using statistical analysis of temperature characteristic of resistance

    SUZUKI Yoshiro, TODOROKI Akira, TAKAHASHI Kosuke, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    The proceedings of the JSME annual meeting   2009   361 - 362   2009

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    The present study employs the delamination detection in CFRP laminates using electrical resistance changes. Although the method detects the delamination without expensive sensors, the electrical resistance changes only due to electrode's damage make a wrong diagnosis. A delamination detection using statistical analysis of temperature characteristic of resistance changes is developed. CFRP laminates are heated up by applying electric currents through the electrodes mounted on the surface of the structure. When the delamination occurs, the electrical resistance change due to elevated temperature becomes different from that of the other intact parts. A statistical analysis method detects the change. The electrical resistance changes due to electrode's damage don't affect the temperature characteristic of resistance. The present study employs the new method for the delamination detection of cross-plied CFRP beams. In this study, the method is applied for quasi-isotropic CFRP plates. The detection limit of the method is investigated, and the effect of electrode's damage on the diagnosis is discussed.

    DOI: 10.1299/jsmemecjo.2009.6.0_361

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  • 1436 Lightning Strike Fracture Behavior of Cup Stucked Carbon Nanofiber Contained CFRP

    HIRANO Yoshiyasu, KATSUMATA Shingo, IWAHORI Yutaka, KUSANO Hideaki, TODOROKI Akira

    The proceedings of the JSME annual meeting   2008   279 - 280   2008

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    In this paper, artificial lightning strike tests for Cup Stucked Carbon Nanofiber (CNF) dispersed CFRP are performed to investigate the applicability for lightning protection systems. The result of visual inspection and NDT shows that the size and thickness of internal damage comprise of delamination and matrix cracks are affected by changing of CNF content, though the surface damage of fiber damaged area and resin deterioration area are hardly affected. Furthermore, in order to investigate the characteristic of residual compression strength, compression test for damaged laminate were performed in conformity with SACMA CAI test standard. As a result, it is confirmed that the residual compression strength are improved with increasing of the CNF content.

    DOI: 10.1299/jsmemecjo.2008.1.0_279

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  • Method of the Reduction of the Reference Data for the Damage Detection via the Unsupervised Damage Diagnostic Method Reviewed

    A. Iwasaki, K. Hoshino, Y. Shimamura, A. Todoroki

    PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008   1023 - 1030   2008

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  • Development of new twin probe for eddy current method to detect damages in CFRP laminates

    Takahiro Yasuoka, Masahito Ueda, Akira Todoroki, Ryosuke Matsuzaki, Yoshiyasu Hirano

    Advanced Composites for Efficiency and Environment - The US-Japan Conference on Composite Materials 2008, US-Japan 2008   2008

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  • Detection of flaw in CFRP laminates using eddy current method with twin probe

    Takahiro Yasuoka, Masahito Ueda, Akira Todoroki, Ryosuke Matsuzaki, Yoshiyasu Hirano

    Progress of Composites 2008 in Asia and Australasia - Proceedings of the 6th Asian-Australasian Conference on Composite Materials, ACCM 2008   367 - 370   2008

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  • Intelligent tires for improved tire safety using wireless strain measurement Reviewed

    Ryosuke Matsuzaki, Akira Todoroki

    SENSORS AND SMART STRUCTURES TECHNOLOGIES FOR CIVIL, MECHANICAL, AND AEROSPACE SYSTEMS 2008, PTS 1 AND 2   6932   2008

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    DOI: 10.1117/12.775693

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  • Self-sensing and self actuating CFRP structure using partially flexible composite Reviewed

    Keisuke Kumagai, A. Todoroki, Ryosuke Matsuzaki

    BEHAVIOR AND MECHANICS OF MULTIFUNCTIONAL AND COMPOSITE MATERIALS 2008   6929   2008

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  • 1516 Detection of Delamination in CFRP Laminates Using the Eddy Current Method

    YASUOKA Takahiro, UEDA Masahito, TODOROKI Akira, MATSUZAKI Ryosuke, HIRANO Yoshiyasu

    The proceedings of the JSME annual meeting   2008   345 - 346   2008

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    Carbon fiber reinforced plastic (CFRP) laminates are very sensitive to an impact which causes delaminations in the laminate. Since delamination reduces the mechanical property of the laminate, nondestructive inspection is required to maintain the structural reliability of the CFRP structure. Eddy current test (ECT) has been studied to be applied to CFRP laminate. Strong electric anisotropy, however, makes application of the method difficult. Since delamination is in-plane damage in the laminate, conventional ECT has a problem for making current-loop which should be impeded by the damage to be detected. In the present paper, rectangular twin probe for electrically anisotropic CFRP laminate is introduced to resolve the problems. The probe is made of two rectangular coils put side-by-side to induce strong uniform electric current. Delamination was made in CFRP cross-ply laminates by means of the indentation test; the applicability of the ECT with rectangular twin probe is examined experimentally.

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  • 1309 Rubber-based strain sensor fabricated using photolithography for intelligent tires

    MATSUZAKI Ryosuke, TODOROKI Akira

    The proceedings of the JSME annual meeting   2008   355 - 356   2008

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    From a traffic safety point-of-view, there is an urgent need for intelligent tires equipped with strain sensors as a warning system for road conditions and for optimized braking control on poor road surfaces. However, since a conventional foil strain gage has high stiffness, it causes the analyzed region to behave unnaturally. The present study proposes a novel rubber-based strain sensor fabricated using photolithography. The rubber base has the same mechanical properties as the tire surface; thereby the sensor does not interfere with the tire deformation and can accurately monitor the behavior of the tire. This investigation details the design and manufacture of the rubber-based sensor.

    DOI: 10.1299/jsmemecjo.2008.6.0_355

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  • Intelligent tires using strain measurement for improved tire safety

    Ryosuke Matsuzaki, Akira Todoroki

    19th International Conference on Adaptive Structures and Technologies 2008, ICAST 2008   289 - 300   2008

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  • Novel polymer film sensor for moisture absorption ratio in GFRP laminates Reviewed

    Yoshinobu Shimamura, Takashi Urabe, Akira Todoroki

    Zairyo/Journal of the Society of Materials Science, Japan   56 ( 5 )   426 - 431   2007.5

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    DOI: 10.2472/jsms.56.426

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  • Statistical damage diagnosis of in-service structure under high noise environment using multiple reference data Reviewed

    Atsushi Iwasaki, Akira Todoroki, Yoshinobu Shimamura

    SENSOR SYSTEMS AND NETWORKS: PHENOMENA, TECHNOLOGY, AND APPLICATIONS FOR NDE AND HEALTH MONITORING 2007   6530   2007

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  • 2514 Wireless deformation measurement of tires using flexible-capacitive sensor

    MATSUZAKI Ryosuke, TODOROKI Akira

    The proceedings of the JSME annual meeting   2007   229 - 230   2007

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    Measurement of strain of tires in-service is effective to improve reliability of tires and ABS system. Since conventional strain gages have high stiffness and require lead wires, the conventional strain gages are cumbersome for the strain measurement of the tires. The backgrounds require a new low cost wireless sensor for tires. In the present study, a new flexible patch-type strain sensor utilizing electric capacitance change is proposed and analytically investigated. The sensor is made from flexible polyimide substrates and ultra-flexible epoxy resin, which makes the sensor low in stiffness and high in elongation as a whole structure. The sensor utilizes capacitance changes due to the applied strain. The sensor is applied to an automobile tire, and compression tests are performed.

    DOI: 10.1299/jsmemecjo.2007.6.0_229

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  • Matrix crack detection of CFRP using electrical resistance change with integrated surface probes Reviewed

    Akira Todoroki, Kazuomi Omagari, Yoshinobu Shimamura, Hideo Kobayashi

    COMPOSITES SCIENCE AND TECHNOLOGY   66 ( 11-12 )   1539 - 1545   2006.9

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  • Low-cost delamination monitoring of CFRP beams using electrical resistance changes with neural networks Reviewed

    Akira Todoroki, Masahito Ueda

    SMART MATERIALS & STRUCTURES   15 ( 4 )   N75 - N84   2006.8

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    DOI: 10.1088/0964-1726/15/4/N01

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  • Matrix crack detection of CFRP laminates in cryogenic temperature using electrical resistance change method Reviewed

    Akira Todoroki, Kazuomi Omagari, Masahito Ueda

    ADVANCED NONDESTRUCTUVE EVALUATION I, PTS 1 AND 2, PROCEEDINGS   321-323   873 - 876   2006

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  • Electrical resistance change method for damage monitoring of woven graphite/epoxy laminate Reviewed

    Y. Hirano, A. Todoroki

    NONDESTRUCTIVE EVALUATION AND HEALTH MONITORING OF AEROSPACE MATERIALS, COMPOSITES, AND CIVIL INFRASTRUCTURE V   6176   2006

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  • 401 Patch type flexible strain sensor using capacitiance change for automobile tire

    MATSUZAKI Ryosuke, WASHIZU Keita, TODOROKI Akira

    Proceedings of the 1992 Annual Meeting of JSME/MMD   2006   197 - 198   2006

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  • 3922 Flexible capacitive sensor for strain measurment of automobile tire

    MATSUZAKI Ryosuke, WASHIZU Keita, TODOROKI Akira

    The proceedings of the JSME annual meeting   2006   875 - 876   2006

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    Measurement of strain of tires in-service is effective to improve reliability of tires and ABS system. Since conventional strain gages have high stiffness and require lead wires, the conventional strain gages are cumbersome for the strain measurement of the tires. The backgrounds require a new low cost wireless sensor for tires. In the present study, a new flexible patch-type strain sensor utilizing electric capacitance change is proposed and analytically investigated. The sensor is made from flexible polyimid substrates and flexible epoxy resin whose elogation is 150%. The sensor has quite low stiffness and applicability to large deformation. The capacitance change of the sensor due to applied strain is investigated using FEM analysis. As a result, the sensor is analytically proved to be effective for the strain monitoring of tires.

    DOI: 10.1299/jsmemecjo.2006.1.0_875

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  • 1703 Delamination Monitoring of Thick CFRP Plates with Electrical Resistance Change Method using Electrical Copper Plating

    HIRANO Yoshiyasu, WATANABE Ryo, TODOROKI Akira

    The proceedings of the JSME annual meeting   2005   151 - 152   2005

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    Detection of damages for composites is a difficult task for visual inspections. The difficulty of detections causes the importance of development of smart structures for monitoring damages of graphite/epoxy laminated composites. In our previous study, the applicability of the damage identification using an electrical resistance change method for laminates has been confirmed. Making procedure of electrode is important in adopting the electrical resistance change method for practical structures. Silver paste electrode used in the previous study had, however, low adhesion strength and complex making procedure. In the present study, we focused on the electrical copper plating. Twelve electrodes made by electrical copper plating are mounted on the quasi-isotropic CFRP thick plates surface, and the electrical resistance changes are measured using a conventional strain gage amplifier. Furthermore, adhesion strength of electrode was measured. As a result, efficiency of electrical copper plating electrode was confirmed experimentally.

    DOI: 10.1299/jsmemecjo.2005.6.0_151

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  • 1712 Damage Diagnosis of the structure under high noise condition via unsupervised damage diagnosis

    IWASAKI Atsushi, KUWAHARA Hidetake, TODOROKI Akira, SUGIYA Tsuneya

    The proceedings of the JSME annual meeting   2005   169 - 170   2005

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    This research is about a statistical diagnostic method for the structural health monitoring which is applicable to existing structures from the present moment, In this method, structural condition is statistically diagnosed by the change of the response surface. The response surface is a regression model of sensor's outputs. The change of the response surface is statistically tested with the F-test. In the F-test, a threshold of normal or fault condition is simply investigated with a theoretical F-probabihty distribution. Therefore, this diagnostic method only requires data of intact condition and does not require the complicated modeling and information of fault condition. To confirm the effectiveness of the presented method, the health monitoring of jet fans is conducted, In this study, load cells are mounted to a supporting system of the jet fan. The response surface is calculated from time-series load data measured by the load cells. As a result, the structural condition of the jet fan is successfully diagnosed.

    DOI: 10.1299/jsmemecjo.2005.6.0_169

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  • Reliable delamination monitoring of CFRP plate using modified electric resistance change method

    IWASAKI ATSUSHI, A.Todoroki

    Structural Health Monitoring: An International Journal   4(2), pp.119-136   2005

  • 512 Passive strain monitoring of tire

    TODOROKI Akira, MATSUZAKI Ryosuke

    Proceedings of the 1992 Annual Meeting of JSME/MMD   2005   349 - 350   2005

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    DOI: 10.1299/jsmezairiki.2005.0_349

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  • Monitoring delamination of laminated CFRP using the electric potential change method (Two-stage monitoring for robust estimation) Reviewed

    Masahito Ueda, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    Advanced Composite Materials, Vol.14, No.1, (2005), pp.83-97. http://dx.doi.org/10.1163/1568551053297067   30 ( 4 )   149-156 - 156   2004.7

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    日本複合材料学会

    DOI: 10.6089/jscm.30.149

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  • Unsupervised structural damage diagnosis based on change of response surface using statistical tool - (Application to damage detection of composite structure) Reviewed

    A Iwasaki, A Todoroki, Y Shimamura, H Kobayashi

    JSME INTERNATIONAL JOURNAL SERIES A-SOLID MECHANICS AND MATERIAL ENGINEERING   47 ( 1 )   1 - 7   2004.1

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  • Development of the two-step delamination identification method by resonant and anti-resonant frequency changes Reviewed

    T Inada, Y Shimamura, A Todoroki, H Kobayashi

    ADVANCES IN NONDESTRUCTIVE EVALUATION, PT 1-3   270-273   1852 - 1858   2004

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  • Fractal branch and bound method for stacking-sequence optimization of composite delta wing

    Yoshiyasu Hirano, Akira Todoroki

    Collection of Technical Papers - AIAA 1st Intelligent Systems Technical Conference   2   832 - 844   2004

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  • Optimizations of stacking sequence and number of plies for laminated cylinders using GA with intron genes Reviewed

    Akira Todoroki, Masafumi Sasai

    Advanced Composite Materials: The Official Journal of the Japan Society of Composite Materials   12 ( 4 )   331 - 343   2004

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    DOI: 10.1163/156855103322986592

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  • Electrical impedance change method for moisture absorption monitoring of CFRP Reviewed

    Y Shimamura, T Urabe, A Todoroki, H Kobayashi

    ADVANCED COMPOSITE MATERIALS   13 ( 3-4 )   297 - 310   2004

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  • Measurement of moisture absorption ratio of FRP using micro polymer sensor Reviewed

    Y Shimamura, T Urabe, A Todoroki, H Kobayashi

    ADVANCES IN NONDESTRUCTIVE EVALUATION, PT 1-3   270-273   1957 - 1964   2004

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  • Sensing with Carbon Fibers in Polymer Composites

    SCHULTE Karl

    Journal of the Japan Society for Composite Materials   29 ( 2 )   48 - 57   2003.3

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    DOI: 10.6089/jscm.29.48

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  • Remote damage monitoring via the Internet for sewer pipe with deformation sensors Reviewed

    A Todoroki, Y Shimamura, Y Takeuchi, A Iwasaki, T Sugiya

    STRUCTURAL HEALTH MONITORING AND INTELLIGENT INFRASTRUCTURE, VOLS 1 AND 2   365 - 368   2003

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  • Application of the discriminant analysis using Mahalanobis Distance to delamination identification of CFRP Reviewed

    A Iwasaki, A Todoroki, Y Shimamura, H Kobayashi

    DE SIGN, MANUFACTURING AND APPLICATIONS OF COMPOSITES   356 - 363   2003

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  • Damage identification of composite laminates using anti-resonance frequency Reviewed

    Y Shimamura, T Inada, A Todoroki, H Kobayashi

    DE SIGN, MANUFACTURING AND APPLICATIONS OF COMPOSITES   437 - 443   2003

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  • Unsupervised statistical damage diagnosis for SHM of existing civil structure Reviewed

    A Iwasaki, A Todoroki, T Sugiya

    STRUCTURAL HEALTH MONITORING AND INTELLIGENT INFRASTRUCTURE, VOLS 1 AND 2   401 - 407   2003

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  • Application of Structural Health Monitoring System with Statistical Damage Diagnosis to Existing Structure

    Iwasaki Atsushi, TODOROKI Akira, Sugiya Tsuneya

    The proceedings of the JSME annual meeting   2003   99 - 100   2003

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    The present research proposes a new damage diagnostic method for the structural health monitoring that does not require data of damaged state. Structural health monitoring are a noticeable technology for civil structures. Multiple damage diagnostic method for structural health monitoring has been proposed, but most of them demand data of structure of damaged state and measurement of these data demands much cost. That causes importance of development of the method, which diagnoses damage just from data of the intact state structure. Therefore we purpose new statistical diagnostic method for structural damage detection. In the present method, system identification using a response surface is performed and damage is diagnosed by testing the change of this identified system by statistical test. The new statistic diagnostic method requires data of damaged state structure. As an example, the present study deals structural health monitoring of a jet-fan which installed to a tunnel on an expressway as a ventilator fan. Damages are detected from a change of a set of data measured on tumbuckles of the jet-fan. As a result, the damage of the jet-fan is successfully diagnosed with the method, automatically.

    DOI: 10.1299/jsmemecjo.2003.6.0_99

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  • Development of a two-step delamination identification method using resonant and anti-resonant frequency changes

    Takaomi Inada, Yoshinobu Shimamura, Akira Todoroki, Hideo Kobayashi

    Nippon Kikai Gakkai Ronbunshu, A Hen/Transactions of the Japan Society of Mechanical Engineers, Part A   69 ( 2 )   231 - 238   2003

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    DOI: 10.1299/kikaia.69.231

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  • Structural Health Monitoring System using Statistical Damage Detecting Method

    Iwasaki Atsushi, TODOROKI Akira, Sugiya Tsuneya

    The proceedings of the JSME annual meeting   2002   213 - 214   2002

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    The present paper proposes a new diagnostic tool for the structural health monitoring that employs a statistical diagnosis of self-learning method using a system identification and statistical similarity test of the identified systems using F-test. Structural health monitoring is a noticeable technology for advanced composite structures and civil structures. Most of the structural health monitoring systems adopt parametric method based on modeling or non-parametric method such as artificial neural networks. The former method required modeling of each structures and latter method requires data for the training. And these modeling and data for the training demands much costs. The new statistic diagnosis method does not require the complicated modeling and a learning data of damaged structure for the artificial neural networks. The present study deals monitoring of delamination of composite beam using change of strain judged by the statistical tools such as Response Surface and F-Statistic. Response surfaces among the measured strain data of surface of composite beam are produced at intact state and monitoring state, and the difference of the each response surfaces are statistically tested using F-test. As a result, the new method successfully diagnoses the damage without using modeling and a learning data of damaged structure.

    DOI: 10.1299/jsmemecjo.2002.6.0_213

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  • The effect of number of electrodes and diagnostic tool for monitoring the delamination of CFRP laminates by changes in electrical resistance Reviewed

    A Todoroki

    COMPOSITES SCIENCE AND TECHNOLOGY   61 ( 13 )   1871 - 1880   2001

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  • マハラノビス距離を用いた判別分析による損傷同定法(平板直交積層板の層間はく離検出法への適用)

    岩崎 篤, 轟 章, 島村 佳伸, 小林 英男

    日本機械学会論文集   A編67-659, pp.1242-1247 ( 724 )   1955 - 1962   2001

  • Delaminated domain location of CFRP laminated beams using anti-resonance frequency change Reviewed

    Takaomi Inada, Yoshinobu Shimamura, Akira Todoroki, Hideo Kobayashi

    Nihon Kikai Gakkai Ronbunshu, A Hen/Transactions of the Japan Society of Mechanical Engineers, Part A   67 ( 664 )   1929 - 1935   2001

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    DOI: 10.1299/kikaia.67.1929

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  • Damage identification by discriminant analysis using mahalanobis distance Reviewed

    Atsushi Iwasaki, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    Nihon Kikai Gakkai Ronbunshu, A Hen/Transactions of the Japan Society of Mechanical Engineers, Part A   67 ( 659 )   1242 - 1247   2001

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    DOI: 10.1299/kikaia.67.1242

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  • Improvement of design reliability for buckling load maximization of composite cylinder using genetic algorithm with recessive-gene-like repair Reviewed

    A Todoroki, M Sasai

    JSME INTERNATIONAL JOURNAL SERIES A-SOLID MECHANICS AND MATERIAL ENGINEERING   42 ( 4 )   530 - 536   1999.10

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  • Damage identification method for smart composite cantilever beams with piezoelectric materials Reviewed

    T Inada, Y Shimamura, A Todoroki, H Kobayashi, H Nakamura

    STRUCTURAL HEALTH MONTORING 2000   986 - 994   1999

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  • Identifying delamination in composite beams using response surface methodology Reviewed

    Y Shimamura, A Todoroki, H Kobayashi, H Nakamura, K Iwasaki

    DESIGN AND MANUFACTURING OF COMPOSITES   278 - 281   1998

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  • Stacking sequence optimization by a genetic algorithm with a new recessive gene like repair strategy Reviewed

    Akira Todoroki, Raphael T. Haftka

    Composites Part B: Engineering   29 ( 3 )   277 - 285   1998

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    DOI: 10.1016/S1359-8368(97)00030-9

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  • Inexpensive simulation of delamination growth in composite plates by using FEM with two-dimensional elements Reviewed

    Y Shimamura, A Todoroki, H Kobayashi, H Nakamura, T Inada

    COMPUTER METHODS IN COMPOSITE MATERIALS VI   237 - 244   1998

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  • APPLICATION OF ELECTRIC-POTENTIAL METHOD TO SMART COMPOSITE STRUCTURES FOR DETECTING DELAMINATION Reviewed

    A TODOROKI, H KOBAYASHI, K MATUURA

    JSME INTERNATIONAL JOURNAL SERIES A-MECHANICS AND MATERIAL ENGINEERING   38 ( 4 )   524 - 530   1995.10

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  • APPLICATION OF GENETIC ALGORITHMS TO STIFFNESS OPTIMIZATION OF LAMINATED COMPOSITE PLATES WITH STRESS-CONCENTRATED OPEN HOLES Reviewed

    A TODOROKI, K WATANABE, H KOBAYASHI

    JSME INTERNATIONAL JOURNAL SERIES A-MECHANICS AND MATERIAL ENGINEERING   38 ( 4 )   458 - 464   1995.10

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  • FRACTAL PROPERTY OF MATRIX CRACKING IN GFRP CROSS-PLY LAMINATES Reviewed

    Y SHIMAMURA, A TODOROKI, H KOBAYASHI

    JSME INTERNATIONAL JOURNAL SERIES A-MECHANICS AND MATERIAL ENGINEERING   38 ( 4 )   446 - 452   1995.10

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  • Object-Oriented Approach for Multi-Objective Optimum Design on Strength and Stiffness of Composite Laminates

    TODOROKI Akira, SASADA Naonobu

    Transactions of the Japan Society of Mechanical Engineers Series B   61 ( 585 )   1044 - 1050   1995.5

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    A system for designing the stacking sequence of a laminated plate by using an object-oriented programming system was presented in this paper. In this system, not only stiffness of a laminated plate but also its strength was considered simultanuously based on a normalized objective function for optimization. The system uses two optimization methods. One is called the sequential decision process and the other the branch and bound process. These two methods were tested and compared. As a result, the sequential decision process was found to be excellent for an actual design process. However, large variation of the stacking number with small variation of applied load was observed in the sequential decision process. To avoid this, a new approach was proposed and shown to be excellent.

    DOI: 10.1299/kikaia.61.1044

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  • Application of electric potential method to smart composite structures for detecting delamination Reviewed

    Akira Todoroki, Hideo Kobayashi, Katsuya Matuura

    JSME International Journal, Series A: Mechanics and Material Engineering   38 ( 4 )   524 - 530   1995

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    DOI: 10.1299/jsmea1993.38.4_524

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  • Application of 2-D FEM damage simulation for composite plates Reviewed

    Y Shimamura, A Todoroki, H Kobayashi, H Nakamura, T Minowa

    COMPOSITES '95: RECENT ADVANCES IN JAPAN AND THE UNITED STATES   57 - 62   1995

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  • Application of genetic algorithms to stiffness optimization of laminated composite plates with stress-concentrated open holes Reviewed

    Akira Todoroki, Kyu Watanabe, Hideo Kobayashi

    JSME International Journal, Series A: Mechanics and Material Engineering   38 ( 4 )   458 - 464   1995

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:JSME  

    DOI: 10.1299/jsmea1993.38.4_458

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  • Fractal property of matrix cracking in GFRP cross-ply laminates Reviewed

    Yoshinobu Shimamura, Akira Todoroki, Hideo Kobayashi

    JSME International Journal, Series A: Mechanics and Material Engineering   38 ( 4 )   446 - 452   1995

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    DOI: 10.1299/jsmea1993.38.4_446

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  • Effects of Load Holding and Stacking Sequence on Delamination Between 0° Plies of CF/Epoxy Composites Reviewed

    Akira Todoroki, Hideo Kobayashi, Kunio Adachi

    Journal of the Society of Materials Science, Japan   43 ( 487 )   434 - 440   1994

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    DOI: 10.2472/jsms.43.434

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  • Approach for Measuring Elastic Modulus of Thin Film by Scanning Acoustic Microscope.

    Todoroki Akira, Kobayashi Hideo, Nakamura Haruo, Park Wigon, Arai Yoshio, Iida Hidenori

    Transactions of the Japan Society of Mechanical Engineers Series B   59 ( 568 )   2977 - 2983   1993

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    Measuring elastic properties of thin film on substrates is important in the analysis of residual stresses of advanced 3D LSI. In this study, an approach to for nondestructive measurement of the elastic properties of thin film on the substrate nondestructively with a scanning acoustic microscope is proposed. The approach was analyzed mathematically and was applied to aluminum film on glass substrates. As a result, this approach was proved to be excellent for the objective, and the elastic modulus of aluminum film on the glass substrate was 10% smaller than that of the bulk data.

    DOI: 10.1299/kikaia.59.2977

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    Other Link: http://sucra.saitama-u.ac.jp/modules/xoonips/detail.php?id=A3000149

  • NONDESTRUCTIVE MEASUREMENT OF WELDING RESIDUAL-STRESSES BY ACOUSTOELASTIC TECHNIQUE AND PREDICTION OF FATIGUE CRACK-GROWTH Reviewed

    H KOBAYASHI, Y ARAI, Y OHSAWA, H NAKAMURA, A TODOROKI

    JOURNAL OF PRESSURE VESSEL TECHNOLOGY-TRANSACTIONS OF THE ASME   114 ( 4 )   417 - 421   1992.11

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  • PREDICTION OF FATIGUE CRACK-GROWTH RATE IN RESIDUAL-STRESS FIELDS Reviewed

    A TODOROKI, H KOBAYASHI

    FRACTURE AND STRENGTH 90   51-2   367 - 372   1991

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  • Nondestructive measurement of welding residual stresses by acoustoelastic technique and prediction of fatigue crack growth.

    KOBAYASHI Hideo, ARAI Yoshio, OHSAWA Yasuo, NAKAMURA Haruo, TODOROKI Akira

    Transactions of the Japan Society of Mechanical Engineers Series B   55 ( 512 )   902 - 909   1989

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    Nondestructive measurements of residual stresses were successfully attempted by the acoustoelastic technique on butt-welded joints of a piping carbon steel plate. Based on the measurements and evaluations of the residual stresses, the prediction of the fatigue crack growth was done using the superposition technique, and results 'were compared with the experiments. The measurement of the initial residual stress distribution on the specimen before the fatigue test and the application of a proposed evaluation method of the material anisotropy can give a more correct prediction, The sensitivity of possible errors in the acoustoelastie measurement was analyzed and discussed.

    DOI: 10.1299/kikaia.55.902

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    Other Link: https://jlc.jst.go.jp/DN/JALC/00224883335?from=CiNii

  • Prediction of fatigue crack growth rate in residual stress field. Application of superposition technique. Reviewed

    Akira TODOROKI, Hideo KOBAYASHI

    TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series A   54 ( 497 )   30 - 37   1988

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    DOI: 10.1299/kikaia.54.30

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  • Prediction of fatigue crack growth rate in residual stress field. Consideration of partial crack surface contact. Reviewed

    Akira TODOROKI, Hideo KOBAYASHI, Haruo NAKAMURA

    TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series A   54 ( 498 )   205 - 211   1988

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    Publishing type:Research paper (scientific journal)   Publisher:Japan Society of Mechanical Engineers  

    DOI: 10.1299/kikaia.54.205

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  • Application of an acoustoelastic technique to welding residual stress measurements and evaluation of fatigue crack growth.

    ARAI Yoshio, KOBAYASHI Hideo, OHSAWA Yasuo, TODOROKI Akira

    Transactions of the Japan Society of Mechanical Engineers Series B   53 ( 492 )   1574 - 1580   1987

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    An acoustoelastic technique using ultrasonic was applied to nondestructive measurements of welding residual stress. Redistributions of the residual stresses in weld joint CT specimens were measured by the acoustoelastic and strain gauge techniques in fatigue crack growth tests. The redistributions of the residual stresses due to saw-cuts were also measured. The acoustoelastic technique is able to successfully measure the redistributions of the residual stresses. The validity of the principle of superposition is confirmed by the measurements of the redistributions of the residual stresses.

    DOI: 10.1299/kikaia.53.1574

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    Other Link: https://jlc.jst.go.jp/DN/JALC/00215914871?from=CiNii

  • Effect of weld-induced residual stress on fatigue crack growth in compact specimen. Reviewed

    Hideo KOBAYASHI, Akira TODOROKI

    Journal of the Society of Materials Science, Japan   35 ( 391 )   401 - 406   1986

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    Publishing type:Research paper (scientific journal)   Publisher:Society of Materials Science, Japan  

    DOI: 10.2472/jsms.35.401

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Books

  • Fatigue in Composites (Woodhead Publishing Series in Composites Science and Engineering)

    Marino Quaresimin, Karl Schulte, Akira Todoroki, Michele Zappalorto, Bodo Fiedler( Role: Contributor)

    2025.6  ( ISBN:0128212888

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    Total pages:730  

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  • 基礎からわかるFRP : 繊維強化プラスチックの基礎から実用まで

    強化プラスチック協会( Role: Joint author応力ひずみの計算, 破壊則, 導電率,誘電率と絶縁破壊)

    コロナ社  2016.4  ( ISBN:9784339046472

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    Total pages:vi, 213p   Language:Japanese  

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  • 事例で学ぶ数学活用法

    大熊, 政明, 金子, 成彦, 吉田, 英生( Role: Contributorモールの応力円)

    朝倉書店  2015.2  ( ISBN:9784254111422

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  • シミュレーション辞典

    日本シミュレーション学会( Role: Contributor応答曲面法による最適化)

    コロナ社  2012.2  ( ISBN:9784339024586

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    Total pages:xxiii, 415p, 図版 [8] p   Language:Japanese  

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  • 固体の弾塑性力学

    数理工学社  2007 

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  • 構造工学ハンドブック

    丸善  2004 

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  • 最適設計ハンドブック

    朝倉書店  2003 

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  • 複合材料活用事典

    産業調査会  2001 

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  • CFRPの樹脂含浸性向上と信頼性評価

    高橋, 篤史( Role: Contributor)

    技術情報協会  2010.12  ( ISBN:9784861043444

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    Total pages:382p   Language:Japanese  

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  • Stacking sequence optimizations with FBB method for stiffened composite panels

    Book of Abstract of IWACOM,2004  2004 

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  • Stacking sequence optimizations with FBB method for maximization of panel flutter of CFRP laminates

    Book of Abstract of IWACOM,2004  2004 

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  • Stacking sequence otimizations for laminated stiffened panels using modified fractal branch and bound method

    Proceedings of the third China-Japan-Korea Joint symposium on Optimization of Structural and Mechanical Systems  2004 

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  • Stacking sequence optimizations with FBB method for stiffened composite panels

    Book of Abstract of IWACOM,2004  2004 

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  • Stacking sequence optimizations with FBB method for maximization of panel flutter of CFRP laminates

    Book of Abstract of IWACOM,2004  2004 

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  • Stacking sequence otimizations for laminated stiffened panels using modified fractal branch and bound method

    Proceedings of the third China-Japan-Korea Joint symposium on Optimization of Structural and Mechanical Systems  2004 

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  • Remote damage monitoring via the Internet for sewer pipe with deformation sensors

    Structural Health Monitoring and Intelligent Infrastructure  2003 

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  • Unsupervised statistical damage diagnosis for SHM of existing civil structure

    Structural Health Monitoring and Intelligent Infrastructure  2003 

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  • Improved delamination monitoring of CFRP beam using electric resistance change emthod

    Proceedings of the 8th Japan International SAMPE symposium  2003 

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  • Piezoresistivity of CFRP Laminates

    Proceedings of the 8th Japan SAMPE symposium  2003 

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  • Piezoresistivity of CFRP Laminates

    Proceedings of the 8th Japan SAMPE symposium  2003 

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  • Remote damage monitoring via the Internet for sewer pipe with deformation sensors

    Structural Health Monitoring and Intelligent Infrastructure  2003 

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  • Unsupervised statistical damage diagnosis for SHM of existing civil structure

    Structural Health Monitoring and Intelligent Infrastructure  2003 

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  • Improved delamination monitoring of CFRP beam using electric resistance change emthod

    Proceedings of the 8th Japan International SAMPE symposium  2003 

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  • だれでも使えるFRP-FRP入門-

    (社)強化プラスチックス協会  2002 

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  • Effect of Orthotropic electric Resistance on Delamination Detection with Electric Resistance Change Method

    Proceedings of 7th Japan Interenational SAMPE Symposium & Exhibition  2001 

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  • Remote Structural Damage Monitoring via Internet with Frequency Response Change Method

    Structural Health Monitoring The demands and Challenges, edited by F.K.Chang, CRC Press,Boca Raton FL  2001 

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  • Effect of Stacking Seqeunce and Number of Electrodes on Detections of Delaminations of CFRP Using electric Resistance Change

    Proceedings of 7th Japan Interenational SAMPE Symposium & Exhibition  2001 

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  • Impedance Change Method for Wireless Strain Measurement of Composite Materials

    Proceedings of 7th Japan Interenational SAMPE Symposium & Exhibition  2001 

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  • Unsupervised Statistical Diagnostic Method for Structural Damage Detection

    Structural Health Monitoring The demands and Challenges, edited by F.K.Chang, CRC Press,Boca Raton FL  2001 

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  • Effect of Stacking Seqeunce and Number of Electrodes on Detections of Delaminations of CFRP Using electric Resistance Change

    Proceedings of 7th Japan Interenational SAMPE Symposium & Exhibition  2001 

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  • Impedance Change Method for Wireless Strain Measurement of Composite Materials

    Proceedings of 7th Japan Interenational SAMPE Symposium & Exhibition  2001 

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  • Smart Detection of Damage of Composite Structures using Unsuoervised Statistical Diagnosis

    Proceedings of 7th Japan Interenational SAMPE Symposium & Exhibition  2001 

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  • Electric Impedance Change Method for Monitoring of Sandwich Plate Damage

    Proceedings of 7th Japan Interenational SAMPE Symposium & Exhibition  2001 

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  • Smart Detection of Damage of Composite Structures using Unsuoervised Statistical Diagnosis

    Proceedings of 7th Japan Interenational SAMPE Symposium & Exhibition  2001 

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  • Electric Impedance Change Method for Monitoring of Sandwich Plate Damage

    Proceedings of 7th Japan Interenational SAMPE Symposium & Exhibition  2001 

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  • Effect of Orthotropic electric Resistance on Delamination Detection with Electric Resistance Change Method

    Proceedings of 7th Japan Interenational SAMPE Symposium & Exhibition  2001 

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  • Wireless Strain Monitoring by Impedance Change of Composite Materials

    Structural Health Monitoring The demands and Challenges, Challenges,edited by F.K.Chang, CRC Press,Boca Raton FL  2001 

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  • Unsupervised Statistical Diagnostic Method for Structural Damage Detection

    Structural Health Monitoring The demands and Challenges, edited by F.K.Chang, CRC Press,Boca Raton FL  2001 

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  • Remote Structural Damage Monitoring via Internet with Frequency Response Change Method

    Structural Health Monitoring The demands and Challenges, edited by F.K.Chang, CRC Press,Boca Raton FL  2001 

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  • Wireless Strain Monitoring by Impedance Change of Composite Materials

    Structural Health Monitoring The demands and Challenges, Challenges,edited by F.K.Chang, CRC Press,Boca Raton FL  2001 

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MISC

  • ネット座談会 3Dプリント複合材 (3Dプリント複合材関連特集)

    轟 章, 上田 政人, 松崎 亮介, 平野 義鎭, 古賀 洋一郎, 大越 雅之, Le Duigou Antoine

    強化プラスチックス   66 ( 6 )   247 - 258   2020.6

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  • Simulation and experiments of CFRTP for partial press fabrication process Reviewed

    64 ( 9 )   399 - 404   2018.9

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  • Fabrication process simulation and experiments of 3D printed short fiber CFRTP

    64 ( 8 )   353 - 359   2018.8

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  • Variably-tuned partial flexible composites using CFRTP Reviewed

    63 ( 8 )   387 - 392   2017.8

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    Authorship:Lead author   Language:Japanese  

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  • Delamination Crack Sensing for Sandwich Structure Using Electrical Conductivity of Woven-fabric CFRP

    62 ( 10 )   436 - 441   2016.10

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  • 座談会 複合材料3Dプリンターは世界を変えるか? (3DプリントFRP特集)

    轟 章, 加藤 幸男, 上田 政人, 篠田 勉, 柿迫 誠, 平野 義鎭, 松﨑 亮介

    強化プラスチックス   62 ( 9 )   387 - 398   2016.9

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  • 3Dプリンタによる炭素繊維熱可塑性樹脂複合材料の立体造形 (特集 『CFRTP』のコストダウンを実現する成形加工技術)

    松崎 亮介, 堀口 敬祐, 中村 大志, 上田 政人, 浅原 宏典, 轟 章, 平野 義鎭

    Material stage   16 ( 5 )   42 - 45   2016.8

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  • 連続炭素繊維複合材料3Dプリンタの開発と材料評価 (特集 応用進む3Dプリンタ(付加製造)と材料技術)

    松崎 亮介, 堀口 敬祐, 中村 大志, 上田 政人, 浅原 宏典, 轟 章, 平野 義鎭

    工業材料   64 ( 5 )   36 - 39   2016.5

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    Language:Japanese   Publisher:日刊工業出版プロダクション ; 1955-  

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  • GS0302 Detection of in-plane fiber waviness in carbon fiber reinforced composites using eddy current testing

    MIZUKAMI Koichi, MIZUTANI Yoshihiro, KIMURA Kenshi, SATO Akiyoshi, TODOROKI Akira, SUZUKI Yoshiro

    2016 ( 22 )   "GS0302 - 1"-"GS0302-2"   2016.3

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    Fiber waviness is a deformation of fibers in carbon fiber reinforced plastics (CFRPs), and is one of the process-induced defects that occur in molding of CFRPs. Because fiber waviness causes significant degradation of compressive strength of CFRP structures, nondestructive technique for waviness detection is in great demand. In this study, eddy current-based nondestructive technique for detection of in-plane fiber waviness in CFRPs is developed. Authors newly propose a test probe specialized for detection of in-plane fiber waviness in cross-ply CFRP. The proposed probe is sensitive to in-plane deformation of eddy current paths, can select inspected layers and the output signal is insensitive to lift-off. We carried out measurement on 20 layer cross-ply laminate with artificially induced in-plane waviness. It was found that the probe can detect waviness up to 18 layers away from the surface of cross-ply CFRP. The minimum size of the detected subsurface waviness has an amplitude of 1.4 mm and a length of 10.5 mm.

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  • GS0303 The evaluation of the electric current analysis method for CFRP laminates

    YAMANE Takuya, TODOROKI Akira, MIZUTANI Yoshihiro, SUZUKI Yoshiro

    2016 ( 22 )   "GS0303 - 1"-"GS0303-2"   2016.3

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    Carbon fiber reinforced polymer (CFRP) laminates have been getting adopted as structural components for aircrafts due to their high mechanical performances. For the purpose of the evaluation of damage caused by a lightning strike, electric current analysis for CFRP laminates is indispensable. The authors have already proposed the analysis method using orthotropic electric potential function, which is applicable to the large structure that cannot be dealt with by general numerical methods such as FEM and FDM. In the case of unidirectional and cross-ply CFRP laminates, the effectiveness of this method has already been shown. The actual CFRP structures, however, have 45°, -45° carbon fiber plies in many cases. The present study proposes the improved method which can be applicable to the laminates having 45°, -45° plies. The effectiveness of this method was shown through the comparison with a numerical method.

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  • Development of Fabrication Technique for FRTP on the Basis of Three Dimensional Printer : Composites 2.0

    36 ( 2 )   33 - 36   2016.2

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  • 3D Printing of Continuous Carbon Fibre Reinforced Thermo-Plastic(CFRTP)Tensile Test Specimens

    Van der Klift Frank, Koga Yoichiro, Todoroki Akira, Ueda Masahito, Hirano Yoshiyasu, Matsuzaki Ryosuke

    Open Journal of Composite Materials   6 ( 1 )   18 - 27   2016.1

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    A study was conducted to evaluate the current production capabilities of the Mark One(R) 3D printer in printing carbon fibre reinforced thermoplastic (CFRTP) tensile test specimens according to the JIS K 7073 by making use of fused deposition modelling. Several different types of CFRTP tensile test specimens are printed and are tensile tested in the longitudinal direction to obtain an overview of the mechanical properties of 3D printed CFRTP material. These properties are compared with the literature values known for composite materials to see if these agree. The main goal of this research is to increase the knowledge of the 3D printing process of CFRTP and to later use this knowledge to further improve the 3D printing process to obtain stronger 3D printed CFRTP materials.Physical characteristics: Original contains color illustrations

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  • 3D Printing of Continuous Carbon Fibre Reinforced Thermo-Plastic (CFRTP) Tensile Test Specimens

    Koga Yoichiro, TODOROKI AKIRA, Ueda Masahito, HIRANO YOSHIYASU, Matsuzaki Ryosuke

    Open Journal of Composite Materials   6 ( 1 )   18 - 27   2016.1

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    Language:English   Publisher:Scientific Research Publishing Inc.  

    A study was conducted to evaluate the current production capabilities of the Mark One(R) 3D printer in printing carbon fibre reinforced thermoplastic (CFRTP) tensile test specimens according to the JIS K 7073 by making use of fused deposition modelling. Several different types of CFRTP tensile test specimens are printed and are tensile tested in the longitudinal direction to obtain an overview of the mechanical properties of 3D printed CFRTP material. These properties are compared with the literature values known for composite materials to see if these agree. The main goal of this research is to increase the knowledge of the 3D printing process of CFRTP and to later use this knowledge to further improve the 3D printing process to obtain stronger 3D printed CFRTP materials.

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  • New analytical method for electric current and multiple delamination cracks for thin CFRP cross-ply laminates using equivalent electric conductance (vol 25, pg 87, 2016)

    A. Todoroki

    ADVANCED COMPOSITE MATERIALS   25 ( 1 )   103 - 103   2016.1

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  • OS0415-251 Frequency dependence of b-value used for AE analysis

    JUNG Doyun, MIZUTANI Yoshihiro, TODOROKI Akira, SUZUKI Yoshiro, HATA Yuto

    2015   "OS0415 - 251-1"-"OS0415-251-3"   2015.11

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    Acoustic Emission Testing (AT) is one of the non-destructive testing methods which are widely used in engineering fields. Final goal of monitoring AE phenomena is to estimate characteristics of AE sources and to provide beneficial information to prevent fatal fracture. It is know that b-value is not changed by propagation length from the AE sources to AE sensors. Although, the effects of the frequency dependence on AE attenuation to b-value is not discussed in details by any researcher. In this research, we conducted the simulation with two conditions. First condition assumes AE source contains single frequency of 45 or 65 kHz, and the other condition assumes the source composed of 25 kHz, 45 kHz and 65 kHz. As a results, b-value is changed by propagation length when assuming AE sources with multiple frequencies. The cause of changing b-value is due to non-linear behavior of AE attenuation.

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  • PS0014-241 Experimental and Analytical Assessment of Electrical Resistance Change by Inner Damage of CFRP Leaf Springs for a Rolling Stock Bogie "efWING"

    NISHIO Yusuke, TODOROKI Akira, MIZUTANI Yoshihiro, SUZUKI Yoshiro, MITSUE Masayuki, NAKAOKA Teruhisa

    2015   "PS0014 - 241-1"-"PS0014-241-3"   2015.11

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    For the structural integrity assessment of the sandwich structural leaf spring installed on the rolling stock bogie "efWING", Electrical Resistance Change Method using the electrical conductivity of carbon fiber has been studied. In the present study, electrical resistance change of fatigue-loaded test coupons is experimentally measured and an inner damage is captured by ultrasonic testing. The relationship between electrical resistance and an inner damage is analytically investigated using FE analysis. As a result, the study shows the electrode producing a high current density in through-thickness direction is effective to detect an inner damage.

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  • OS1006-238 Internal damage detection of CFRP by AE monitoring during impact

    ASHIZAWA Takeshi, MIZUTANI Yoshihiro, TODOROKI Akira, SUZUKI Yoshiro

    2015   "OS1006 - 238-1"-"OS1006-238-2"   2015.11

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    This paper introduces "Tapping AE method" which is a new NDT method for CFRP. CFRP has a large number of advantages, although, internal damage easily occurs in it when impact load is applied. The typical NDT method to detect internal damages of CFRP are ultrasonic testing and tap testing. Although UT is reliable method for its high detectability, UT is a time and cost consuming method. On the other hand, tapping method is a quick and easy way to conduct, although, the detectability of the method is insufficient for main component materials. The aim of developing tapping AE method is realizing high-detectability tap testing. In Tapping AE method, the specimen is tapped by a hammer and secondary AE emitted from the damages are measured by AE sensor installed in the hammer during the hammer tapping. In order to evaluate feasibility of tapping AE method, we developed tapping AE system. The test was applied to a cross-ply CFRP laminate with and without internal damages. During the test, secondary AE signals were successfully observed.

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  • OS0417-197 Lamb wave tomography by manual scanning

    MIKI Takehiro, MIZUTANI Yoshihiro, TODOROKI Akira, SUZUKI Yoshiro

    2015   "OS0417 - 197-1"-"OS0417-197-2"   2015.11

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    This paper introduces a new technique to reconstruct Lamb wave ultrasonic tomography with manual transmitter scanning. By this technique, ultrasonic tomographic image can be obtained using only 4 receivers and 1 transmitter without a scanner or an encoder. The image is reconstructed by determining the transmitter position (x,y) by source location method and estimating an existence of defects between the transmitter and the receivers from amplitude-ratio of Ao mode to So mode of lamb wave. Lamb wave tomographic image was successfully reconstructed for an Aluminum plate with artificial defects by proposed method.

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  • 197 Seamless-domain method: a multiscale numerical method applied to periodic structures

    Suzuki Yoshiro, Todoroki Akira, Mizutani Yoshihiro

    The Computational Mechanics Conference   2015 ( 28 )   "197 - 1"-"197-3"   2015.10

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    A new meshfree numerical analysis, termed the seamless domain method (SDM), is applied in a multiscale technology. The SDM requires only a small number of points and does not require a stiffness equation, mesh, grid, cell, or element. The SDM consists of two analyses. The first is a microscopic analysis of local simulated domain to obtain shape functions for interpolation of dependent-variable distributions and influence coefficients for calculation of interaction between the points. These allow an SDM solution to represent a heterogeneous material without homogenization. The second step is a macroscopic analysis of a seamless global domain without mesh or grid. Various numerical examples illustrated that the method worked out both steady temperature fields and linear elastic fields. All the SDM solutions using only a few hundreds of points were as accurate as those from traditional finite-element analysis using more than two hundred thousands of nodes.

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  • 20312 Molding of continuous carbon fiber composite material with 3D printer

    Horiguchi Keisuke, Matsuzaki Ryosuke, Todoroki Akira, Ueda Masato, Hirano Yoshiyasu, Asahara Hirosuke

    2015 ( 21 )   "20312 - 1"-"20312-2"   2015.3

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    In 3D printing technology, fused deposition modeling (FDM) is used with continuous carbon fiber reinforced thermoplastic (CFRTP). In this study, polylactic acid (PLA) was used as the matrix material and continuous carbon fiber was used as the reinforcement material. A method was adopted for in-site fiber impregnation of PLA filaments in a continuous carbon fiber bundle that are separately supplied and then mixed in a heater before ejection. A dumbbell-shaped CFRTP specimen was made using the developed 3D printer for a tensile test. The tensile test results showed that the continuous fiber reinforcement improved the tensile stiffness and strength. However, the tensile properties were slightly less than those expected by the rule of mixtures. Observation of the fracture surface showed insufficient impregnation and some gaps between filaments, which reduced the improvement in the tensile properties of the CFRTP.

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  • 20101 Crack Visualization of Metallic Structures Using Kriging model and Time-Domain Reflectometry

    Kawasaki Masahiro, Matsuzaki Ryosuke, Todoroki Akira

    2015 ( 21 )   "20101 - 1"-"20101-2"   2015.3

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    The present study investigated crack visualization in metallic structures using Kriging model and time-domain reflectometry (TDR) with microstrip line (MSL). Because TDR can scan large-scale structures very quickly, it is suited for an initial inspection of the entire structure. However, because it only detects the damage beneath the transmission line, the reliability of the estimation between sensor lines is low. We used a Kriging model to visualize the uncertainty of the estimated damage location from time domain reflectometry (TDR) measurements. We integrated the estimation and uncertainty contour maps into a single figure for easier understanding and statistical quantification. We used the measured TDR data to investigate three types of visualization models for damage inspection: hue-saturation-intensity color, crack existence probability, and expected improvement. All three methods quantitatively visualize the estimated crack configuration with uncertainty in a single figure.

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  • Damage Monitoring of Composites

    49 ( 11 )   572 - 577   2014.11

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  • J0450302 Location Identification of Impact of Charged Body using Electrostatic Induction

    SUZUKI Masahiro, SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro

    Mechanical Engineering Congress, Japan   2014   "J0450302 - 1"-"J0450302-4"   2014.9

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    Carbon Fiber Reinforced Polymers (CFRPs) are becoming widespread for their high specific strength and many other advantages. However, a small out-of-plane impact load can easily cause internal defects in CFRP plates. Although ultrasonic inspection scheme is generally used to find and estimate location and size of defects, the method usually requires both long inspection time and a large cost. Accordingly, a low-cost and in-situ monitoring system for impact load is required to assure safety of CFRP components. When applying an impact load to electric conductive materials such as a CFRP plate, an electric current flows in the plate. We conducted impact tests and finite element analyses to elucidate the mechanism of electric current generation by electrostatic induction when the charged impactor approaches the plate. In addition, we proposed a system made of a CFRP plate to identify the impact location of charged impactor from measured electric current.

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  • J0450301 Ultrasonic Image by Manual Scanning UT Technique

    MIKI Takehiro, MIZUTANI Yoshihiro, Gallego Antolino, TODOROKI Akira, SUZUKI Yoshiro

    Mechanical Engineering Congress, Japan   2014   "J0450301 - 1"-"J0450301-5"   2014.9

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    This paper introduces a new real-time image ultrasound technique for thin-wall structure in which the scanning of the ultrasound transmitter is carried out by hand. By this technique, we can get the ultrasound-image without a scanner or an encoder, and test a thin-wall structure faster than by ultrasonic pulse-echo method. Existence or nonexistence of defects is estimated by monitoring the amplitude-ratio of A_0 mode to S_0 mode of lamb wave between the ultrasound transmitter and the receiver. In addition, the image is constructed by determining the transmitter position (x,y) by source location method. The damaged image was successfully constructed for a thinning made on Aluminum plate by proposed method.

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  • G0410201 Crack Visualization of Metallic Structures Using Time-Domain Reflectometry with Microstrip Line

    KAWASAKI Masahiro, MATSUZAKI Ryosuke, TODOROKI Akira

    Mechanical Engineering Congress, Japan   2014   "G0410201 - 1"-"G0410201-5"   2014.9

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    The present study investigated crack visualization in metallic structures using time-domain reflectometry (TDR) with differential circuit of microstrip line (MSL). It was problematic that single ended of two-dimensional (2D) MSL was affected by the cross talk voltage because of the interference of adjacent MSL. Differential circuit enables to suppress the cross talk voltage by taking the difference. Crack visualization experiments were conducted using the proposed TDR with differential circuit of 2D MSL for different crack lengths. The experimental results demonstrated that crack propagation could be clearly visualized by determining the appropriate threshold. To observe the time change of the electric field, the electromagnetic fields of the differential circuit was numerically simulated using the finite-difference time-domain method. The simulation results clarified that the cross talk voltage decreased, because the electric field of the differential circuit caused by interference of adjacent MSL was in phase. It agreed with the experimental results.

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  • PS07 Wide area Crack Visualization of Metallic Structures with flectional Microstrip Line

    KAWASAKI Masahiro, MATSUZAKI Ryosuke, TODOROKI Akira

    2014   "PS07 - 1"-"PS07-3"   2014.7

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    The present study investigated crack visualization in metallic structures using time-domain reflectometry (TDR) with differential circuit of microstrip line (MSL). It was problematic that single ended of two-dimensional (2D) MSL was affected by the cross talk voltage because of the interference of adjacent MSL. Differential circuit enables to suppress the cross talk voltage by taking the difference. Crack visualization experiments were conducted using the proposed TDR with differential circuit of 2D MSL for different crack lengths. The experimental results demonstrated that crack propagation could be clearly visualized by determining the appropriate threshold. To observe the time change of the electric field, the electromagnetic fields of the differential circuit was numerically simulated using the finite-difference time-domain method. The simulation results clarified that the cross talk voltage decreased, because the electric field of the differential circuit caused by interference of adjacent MSL was in phase and obtained the visualization result like the experiment.

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  • Measurement of Electrical Conductivity of Interlayer between Thin Unidirectional CFRP and Woven-fabric CFRP

    32   35 - 41   2014

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  • Reduction of Internal Resistance of CFRP Structural Capacitor

    32   29 - 33   2014

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  • CFRP厚さ方向の電流分布の検証

    山根拓也, 轟章, 水谷義弘, 鈴木良郎, 藤田博康, 川島愛, 関根尚之

    日本複合材料合同会議(CD-ROM)   5th   2014

  • 314 The Assessment of Deformation of Metal Liner of the Composite Overwrapped Pressure Vessel on Soundness of the Vessel

    OOSIMA Takahisa, MIZUTANI Yoshihiro, TODOROKI Akira, SUZUKI Yoshiro

    Materials and processing conference   2013 ( 21 )   "314 - 1"-"314-2"   2013.11

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  • 134 Evaluation of the interfacial fracture toughness to composite bonded joints treated by in-mold surface preparation

    YUKIMOTO Yoshikazu, MATSUZAKI Ryosuke, TODOROKI Akira

    Materials and processing conference   2013 ( 21 )   "134 - 1"-"134-3"   2013.11

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  • OS1426 The effect of differential term of stress intensity factor on fatigue crack growth behaviour

    KAWATSU Shou, MIZUTANI Yoshihiro, TODOROKI Akira, YASUOKA Tetsuo, SUZUKI Yoshiro

    2013   "OS1426 - 1"-"OS1426-3"   2013.10

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    There is a possibility that the crack growth rate of stress corrosion cracking and fatigue crack depend on the value of ∂K/∂a (differential term of stress intensity factor) as well as stress intensity factor K. In this study, the effect of ∂K/∂a on crack growth rate was investigated during the fatigue test. Two types of specimens were prepared. One is CT specimen of which K increases under constant loading. The other is CDCB specimen of which K is constant. The effect of ∂K/∂a was clarified by comparing the CT specimen and CDCB specimen under same stress intensity factor. In addition, ΔK corrections considering ∂K/∂a were conducted for CT specimens. As a result, the crack growth rates in CT specimens were larger than CDCB specimens in the same ΔK. Corrected ΔK considering ∂K/∂a is mostly coincides with the value of the CDCB specimen. From those results, the crack growth rate varied due to the effect of ∂K/∂a in fatigue crack propagation was experimentally clarified. In addition, elimination of the influence of ∂K/∂a is possible by ΔK correction.

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  • OS0604 Detection of Defects in thermoplastic CFRP Welded Zones by Eddy Current Based Approach Utilizing Temperature Characteristic of Electrical Conductivity

    MIZUKAMI Koichi, MIZUTANI Yoshihiro, TODOROKI Akira, SUZUKI Yoshiro

    2013   "OS0604 - 1"-"OS0604-2"   2013.10

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    In recent years, thermoplastic CFRP attracts considerable attention especially in aviation and automobile industries due to weldability of thermoplastic CFRP. Ultrasonic testing (UT) is commonly adopted as a testing method for inspecting weld parts although time and cost on UT is thought to be problematic. Since eddy current testing (ET) is used for rapid and non-contact inspection on electrically conductive materials, this paper presents an eddy current based approach for detecting defects in thermoplastic CFRP welded zones. However, it is difficult for conventional ET to detect delamination which is parallel to eddy current although delamination is one of the common forms of weld defect. To detect delamination in thermoplastic CFRP welded zones, new eddy current based approach which utilizes temperature characteristic of electrical conductivity is proposed. The proposal consists of two steps. Firstly, temperature difference between intact zones and defective zones is caused by heating the one side of the weld part. Secondly, the temperature difference is detected by ET utilizing temperature dependency of electrical conductivity.

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  • OS0607 Effect of Deformation of the Metal Liner of the Composite Overwrapped Pressure Vessel Suffered Impact on the Soundness of the Vessel

    OOSIMA Takahisa, MIZUTANI Yoshihiro, TODOROKI Akira, SUZUKI Yoshiro

    2013   "OS0607 - 1"-"OS0607-2"   2013.10

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    A COPV (Composite Overwrapped Pressure Vessel) is consisting of a thin metallic liner wrapped with a fiber composite. The outer side CFRP layers bear the load due to internal pressure, and the inside liner provides a barrier between the fluid and the composite. Because of its high specific strength compared to metal pressure vessel, COPV have been applied to the field of aerospace. If it suffers impact load such as by falling tools, both CFRP and liner cause the impact failure, and a dent remains in liner by metal plastic deformation. Usually, the liner deforms elastically in MEOP (Maximum Expected Operating Pressure), but in the part of liner dent, there is a possibility of plastic deformation by adding the bending moment as well as the load due to internal pressure. If tensile and compressive plastic deformation repeats by pressurizing and depressurizing, the ratchetting plastic deformation occurs and plastic strain is accumulated in liner dent. This study discusses the ratchettig defomation of the COPV liner, and investigates the presence of ratcheting by FEM.

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  • PS20 Real-time Impact Monitoring for Aircraft Using Load Sensor Seat with Lightning Protection Function

    SUZUKI Toyoaki, Suzuki Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro

    2013   "PS20 - 1"-"PS20-3"   2013.10

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    Composite materials have been widely used for primary structures of aircraft, and a rapid diagnosis method for large composite structures like aircraft components is required. In this study, a new inspection method using a lightning protection shield (LPS) as a load sensor and its wiring is proposed. Proposed load sensor is composed of copper plate used for LPS (upper layer), circuits (lower layer) and silicone rubber sheet used as support material between these two layers. The circuit consists of copper wires which are arranged in the direction of x-axis and which are arranged in the direction of y-axis. When an aircraft structure is impacted, copper plate of the sensor (upper layer) makes contact with wires of lower layer. Therefore a new electrical path occurs between the copper plate and circuit at the impacted point only while the colliding object is pressing the copper layer. A voltage gradient is applied to copper wires by Nichrome wire connected perpendicularly to the copper wires of each direction. The coordinates of the impact point can be identified by the touchpad techniques. To verily the practicability of the proposed sensor, impact load tests were conducted with the proposed sensor of 25mm×225mm and impacted position was identified within an error of less than 10.3mm.

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  • PS23 Impact damage monitoring of aircraft CFRP structure with lightning protection system using Time Domain Reflectometry

    YAMADA Kazuhiro, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    2013   "PS23 - 1"-"PS23-3"   2013.10

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    Carbon fiber reinforced polymer (CFRP) composites have higher specific strength and specific stiffness than conventional metallic materials. However, the CFRP structures are easily damaged by impact loading. It is quite difficult to detect internal damages caused by impacts by visual inspection. In the present paper, self-sensing time-domain reflectometry (TDR) is proposed as a damage detection method for large CFRP structures. In the TDR, a set of high-frequency impulse signals is applied to a structure and damage location is calculated from difference in time of arrival between an input signal and reflected signal from the structure end or the damage. The experiment using TDR is conducted in this paper. It is the experiment for detection of impact damage in a long quasi-isotropic CFRP (1600 mm^L×200 mm^W, [0/+45/0/-45/90/+45/0/-45/ 90]s) in the fiber direction. Microstrip Line (MSL) structure is utilized for damage detection of CFRP. It is the structure which is arranged the dielectric (Glass fiber reinforced polymer, GFRP) on CFRP and the five copper lines as waveguide of electric pulse on the top. Copper meshes used for lightning protection in composite aircraft are arranged on copper lines of MSL which are not the target for measurement during TDR measurement in order to investigate that TDR could detected impact damage even if copper meshes exist around MSL. As a result, the experiments indicated that the TDR could detect impact damage on the copper line of MSL which could be used as lightning protection system.

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  • PS02 Study on CFRP structural capacitor for automobiles

    SHIOMI Hiroko, TODOROKI Akira, MIZUTANI Yoshihiro, SUZUKI Yoshirou

    2013   "PS02 - 1"-"PS02-2"   2013.10

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    Weight saving structures are recently demanded to reduce the energy consumption. Even for the automobile structures, Carbon Fiber Reinforced Plastics (CFRP) have been applied in these days. Hybrid car or Electrical Vehicle requires an electrical generator and an electrical condenser. Recently, the capacitors are tried to be integrated in composite structures such as carbon/epoxy laminates to save the weight and space: the structures are called CFRP structural capacitor, which has dielectric layer between CFRP laminates. Final goal of this study is to apply this structure into automotive outer panel made of CFRP. In order to keep capacitance and mechanical properties high, dielectric layer must be thin. But thin dielectric layer tends to cause continuity between CFRP electrodes. In the present study, we propose a manufacturing method of CFRP structural capacitor and the desirable condition of the method to prevent the continuity of electrodes and

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  • OS1004 A proposal of a finite heterogeneous element method for linear elastic analysis

    SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro

    2013   "OS1004 - 1"-"OS1004-3"   2013.10

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    A new finite heterogeneous element consisting of sliced microstructures (FHES) is applied in a multi-scale technique. The FHES represents a heterogeneous material with microscopic constituents without homogenization or microscopic finite element analysis. A representative volume element extracted from a heterogeneous structure is thinly sliced. Each slice is modeled as a combined spring to calculate properties of the FHES. Each FHES has the same number of nodes as an ordinary finite element, and the macroscopic analysis cost is the same as that for ordinary finite element analysis. However, the FHES retains information about the microscopic material layout (i.e., the distribution of a material's property) in itself that is lost during homogenization. In the proposed approach, materials are not homogenized. The FHES does not have a constant (homogenized) material property and can "change stiffness" depending on its deformation behavior. This reduces error due to coarse-graming, and allows us to calculate the macroscopic deformation behavior with sufficient accuracy even if a large gradient of strain is generated in the macroscopic field. The novelty of the research is the development of rational heterogeneous finite elements. The paper presents the theory behind the FHES and its practical application to a linear elastic problem.

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  • OS1425 Crack growth evaluation method using stress intensity factor which is corrected by the rate of change of that

    YASUOKA Tetsuo, MIZUTANI Yoshihiro, TODOROKI Akira

    2013   "OS1425 - 1"-"OS1425-2"   2013.10

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    Welds and heat affected zones have the distribution of the residual stress or the yield strength. The crack growth evaluation is conventionally conducted using stress intensity factor in those regions. However, the stress intensity factor may be invalid when the residual stress distribution or yield strength distribution changes in the vicinity of a crack tip. When the distributions exist, the crack growth evaluation should be conducted using a parameter considering the elastoplastic behavior near the crack tip. For that purpose, the authors proposed new correction method of the stress intensity factor using a differential term of that. The new method was demonstrated through the case study for stress corrosion cracking in a high temperature water environment.

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  • OS1546 Secondary AE source generated during fatigue test of austenitic stainless steel

    MIZUTANI Yoshihiro, Ohta Makoto, TODOROKI Akira

    2013   "OS1546 - 1"-"OS1546-3"   2013.10

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    Acoustic emission (AE) testing is one of the major nondestructive testing (NDT) techniques, and it can be used as the real-time monitoring method for the purpose of detecting fatigue damages. However, AE testing data for steels during the low-cycle fatigue test is rarely reported. In this study, AE monitoring was conducted during low-cycle fatigue test for austenitic stainless steel with the aim of detecting fatigue damages and identifying the source of AE. Those AE occurred in the process of increscent phase which is loading under tensile and unloading under compression and the contact of the crack surfaces were observed at the increscent phase. This means that friction of the crack surfaces induced AE. Therefore, the potential for monitoring low-cycle fatigue crack was demonstrated by focusing on the friction-induced AE (secondary AE).

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  • W042004 Damage Monitoring using Self-sensing Time-Domain Reflectometry

    MATSUZAKI Ryosuke, Nozawa Yuji, TODOROKI Akira

    Mechanical Engineering Congress, Japan   2013   "W042004 - 1"-"W042004-4"   2013.9

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    The present study investigated crack visualization in metallic structures using time-domain reflectometry (TDR) with a two-dimensional (2D) microstrip line (MSL). The inspected structures acted as the ground layer of the MSL, and a film sensor comprising dielectrics and a microstrip conductor was stuck on the surface of the inspected structures. 2D inspection was enabled by covering the inspected structure surface with the microstrip conductor to compensate for the lack of information in the transverse direction. Crack visualization experiments were conducted using the proposed TDR with 2D MSL for different crack lengths and positions. The experimental results demonstrated that crack propagation could be clearly visualized.

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  • J045084 Smart Aircraft Structure Using Lightning Protection Shield with Impact Monitoring Function

    SUZUKI Toyoaki, SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro

    Mechanical Engineering Congress, Japan   2013   "J045084 - 1"-"J045084-4"   2013.9

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    Composite materials have been widely used for primary structures of aircraft, and a rapid diagnosis method for large composite structures like aircraft components is required. In this study, a new inspection method using a lightning protection shield (LPS) as a load sensor and its wiring is proposed. The proposed sensor identifies the coordinates of the impact point by the touchpad techniques. To verify the practicability of the proposed sensor, impact load tests were conducted with the proposed sensor of 360mmx225mm. The impacted position was identified within an error of 10.3mm.

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  • J046012 Numerical analysis on void generation of fiber reinforced plastics in resin transfer molding

    MATSUZAKI Ryosuke, SETO Daigo, TODOROKI Akira, MIZUTANI Yoshihiro

    Mechanical Engineering Congress, Japan   2013   "J046012 - 1"-"J046012-4"   2013.9

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    During Resin transfer molding (RTM) process for manufacturing composites, entrapped air may remain as void in a part to bring significant decrease of the mechanical properties. In the past, it has been presented that amount of the void formation depends on velocity of resin flow. However, in the case that an anisotropic fabric is applied, directions of the resin flow may also affect on the void formation. In this paper, the effect of anisotropy of fiber on void generation was examined analytically and experimentally. Finally, good agreement was obtained between results of them.

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  • J121013 Design Exploration of Robust Topologies by using SOM

    SHIN Hyunjin, HIRANO Yoshiyasu, TODOROKI Akira

    Mechanical Engineering Congress, Japan   2013   "J121013 - 1"-"J121013-4"   2013.9

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    Among many structures in Super Sonic Transportation (SST) thin wing, the lug structure which is between the body and the main wing plays important role. In the lug structure, robust topology optimization is necessary to determine the optimal structural lay out solutions insensitive to loading uncertainties for design of the lug structure, because it is subjected many loads that have uncertainties of loading caused by aeroelastic forces. The present paper proposes a method to explore robust topologies in Pareto-solutions of topology optimization problem with multi-loadcase. Pareto-solutions are obtained by using Multi-Objective Evolutionary Algorithms (MOEA). After that to estimate the robustness of topology from Pareto optima solutions Monte Carlo simulations were used. And obtained robust topology solutions are explored by Self-Organizing Map that is an appropriate tool to explore properties of the high dimension data. Finally, proposed method approach is applied for the lug structure robust topology optimization.

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  • Numerical simulation on void generation of fiber reinforced plastics in resin transfer molding

    59 ( 8 )   288 - 293   2013.8

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  • Self-Organizing Map を用いたトポロジ―最適解の探索

    申 鉉眞, 平野 義鎭, 轟 章, Shin Hyunjin, Hirano Yoshiyasu, Todoroki Akira

    宇宙航空研究開発機構特別資料: 平成23年度JAXA航空プログラムグループ公募型研究報告会資料集(22年度採用分) = JAXA Special Publication: Proceedings of FY2011 debriefing session on research and development promotion program of JAVA Aviation Program Group   ( 12 )   11 - 31   2013.3

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    形態: カラー図版あり資料番号: AA0061890002レポート番号: JAXA-SP-12-009

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  • Viscoelastic Property Estimation of plastic by Inverse Analysis of Lamb Wave Dispersion Curves

    ( 13 )   36 - 40   2013

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  • Impact damage localization of large CFRP structure with microstrip line using TDR

    ( 13 )   436 - 439   2013

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  • Experimental evaluation of the effect of differential term of stress intensity factor on time dependent crack propagation behavior

    ( 13 )   433 - 435   2013

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  • Detection of Defects in Thermoplastic CFRP Welded Zones Using Induction Heating and Eddy Current Testing

    ( 13 )   415 - 418   2013

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  • Effect of fiber anisotropy on void formulation during LCM

    58 ( 12 )   399 - 401   2012.12

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  • OS0702 Self-sensing TFDR for damage detection of CFRP structures

    YAMADA Kazuhiro, TODOROKI Akira, MIZUTANI Yoshihiro, SUZUKI Yoshiro

    2012   "OS0702 - 1"-"OS0702-3"   2012.9

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    Carbon fiber reinforced polymer (CFRP) composites have higher specific strength and specific stiffness than conventional metallic materials. The CFRP structures, however, are easily damaged by impact loading. It is quite difficult to detect internal damages caused by impacts by visual inspection. In the present paper, self-sensing time-frequency-domain reflectometry (TFDR) is proposed as a damage detection method for large CFRP structures. In the TFDR a set of high-frequency burst signals is applied to a structure and damage location is calculated from difference in time of arrival between an input signal and reflected signal from the structure end. By using several signals with different frequencies, other information such as dimensions of damage can be obtained. This is one of the great advantages to using the frequency domain reflectometry. The TFDR uses both methods; one estimates damage location and the other identifies its dimensions. The purpose of this study is to verify the applicability of the TFDR to CFRP structures. In the TFDR, after experiment for damage detection using the time domain reflectometry (TDR) with electromagnetic waves flowing in a long UD CFRP (1980 mm×120 mm) in the transverse direction, the frequency characteristics of the wave in the CFRP structure are investigated by the finite difference time domain (FDTD) analysis. As a result, the experiment indicated that the TDR could detect a notch in the CFRP using waves flowing in the transverse direction. The electromagnetic analyses showed that the TFDR was able to detect damage and identify its location and dimensions of CFRP structures.

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  • PS05 Controlling the interfacial fracture toughness of composite/adhesive interfaces treated by in-mold surface preparation

    YUKIMOTO Yoshikazu, MATSUZAKI Ryosuke, TODOROKI Akira

    2012   "PS05 - 1"-"PS05-2"   2012.9

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    The automotive industries expect to replace conventional steel with CFRP to decrease fuel consumption. Adhesively-bonded joints are applied to many CFRP structures, and surface preparation is needed to indicate strong adhesion. However, conventional surface preparations increase process of works. In the present study, we propose in-mold surface preparation, and control the adhesion of the interface. In the in-mold surface preparation, the mold with the micro structures is transferred to the CFRP surface by pressure forming process. We evaluated the adhesion of CFRP/adhesive interface with in-mold preparation under mode II loading, and confirmed the validity of the in-mold preparation.

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  • PS30 Stacking sequence optimization of composite material structure with constrain of thermal deformation

    OZAWA Takumi, TODOROKI Akira, MIZUTANI Yoshihiro, Suzuki Yoshiro

    2012   "PS30 - 1"-"PS30-2"   2012.9

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    This paper discusses optimum design of a stiffened composite panel, which is used in aerospace structures. Anisotropic thermal expansion coefficients of the composite laminates causes complicated deformation of the panel after the curing. In previous researches, stacking sequence optimizations were performed without considering thermal deformation: a response surface was used to obtain an objective function, and lamination parameters were sued as variables for the response surface of the objective function such as buckling load. However, the thermal deformation must be considered as a constraint factor for actual composite structures. In the present study, therefore, thermal deformation is dealt with as a constraint for a stacking sequence optimization problem. Three surrogate models of the thermal deformation are discussed here: a conventional method using lamination parameters; a new method using thermal coefficients; a modified new method As a result, the modified new method is shown to be effective for the surrogate model.

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  • PS31 Electrical resistance change of CFRP laminates under cyclic loading

    HARUYAMA Daichi, TODOROKI Akira, MIZUTANI Yoshihiro, SUZUKI Yoshiro

    2012   "PS31 - 1"-"PS31-3"   2012.9

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    The Electrical Resistance Change Method (ERCM) is useful for inspection of CFRP (Carbon Fiber Reinforced Plastic) structures, because electrical conductivity of carbon fibers in them can be used as a sensor for damage detection. Fatigue damages need to be detected using the ERCM because these damages decrease residual strength and reliability of CFRP structures. This study experimentally deals with cyclic loading tests of CFRP laminates using the ERCM. Moreover, the mechanism of electrical resistance change caused by cyclic loading was investigated. First, the electrical resistance change was measured by four-probe method for CFRP laminates with stacking sequences of [0/±45/90]_s and [0_2/90_2]_s. As a result, the electrical resistance of CFRP laminates with the stacking sequence of [0/±45/90]_s decreased with the cycle number. By contrast, that with the stacking sequence of [0_2/90_2]_s increased with the cycle number. The mechanism of the resistance decrease of quasi-isotropic laminates under cyclic loading, which could have not been explained by the conventional theories, was revealed in this study. The test results indicate that residual strain in ±45° plies caused by cyclic loading increases fiber-fiber contact, which decreases resistance.

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  • PS26 Strength evaluation and mechanisms in self-resistance welding utilizing the conductivity of CFRTP

    KAWAGOE Masatobu, MIZUTANI Yoshihiro, TODOROKI Akira, SUZUKI Yoshiro

    2012   "PS26 - 1"-"PS26-3"   2012.9

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    In this study, a new welding method which utilizes conductivity of CFRTP (Carbon fiber reinforced thermoplastic) is proposed. Electrical current is applied through the CFRTP single-lap joints in thickness direction. Since resistance of joining surface is the highest in the current path, the joining surface is preferentially heated by Joule heating. In this study, surface welding was conducted by the proposed method. By applying constant voltage of 10.3V, the joint-surfaces were heated above melting temperature of the material and were welded. In order to evaluate lap-shear strength (LSS) of welded joints, tensile lap-shear strength tests were conducted. As a result, LSS are 22.0MPa (CF Fabric/PEI) and 22.5MPa (CF Fabric/PPS). These strengths were comparable to those that were welded by traditional resistance welding. It is also found that LSS is changed with welding pressure of joint parts. Also, in order to elucidate the mechanism of self-resistance welding, the temperature of specimen and the current during welding process were measured. As a result, it was found that the process of self-resistance welding could be divided in two stages.

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  • PS41 Resin flow monitoring in a VaRTM process integrating stochastic simulation and electrical capacitance measurements

    MURATA Masayuki, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro, SUZUKI Yoshiro

    2012   "PS41 - 1"-"PS41-3"   2012.9

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    Vacuum assisted Resin Transfer Molding (VaRTM) is widely used for molding of composite structures. This paper presents a method to observe resin impregnation in a VaRTM process without embedding sensors into composite structures. The resin flow is estimated by an approach integrating a stochastic simulation of a VaRTM process with values of electrical capacitance measured between pairs of electrodes on a molding tool. This method is based on the ensemble Kalman filter (EnKF), known as a sequential data assimilation technique. The proposed method was examined by a numerical experiment and it was confirmed that the resin flow front could be estimated.

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  • OS0703 Monitoring Method of the External Load Applied to the Structure of Composite Airplane

    SUZUKI Tyoaki, SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro

    2012   "OS0703 - 1"-"OS0703-2"   2012.9

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    A rapid diagnosis method for composite aircraft is required. In this study, a new inspection method using a load sensor which also acts as a lightning protection shield (LPS) is proposed. The load sensor consists of upper layer and lower layer composed of an electrical circuit which has many pressure-sensitive elastomer pills in it. The upper layer is a copper mesh sheet acting as a LPS. The lower layer consists of two kinds of wires. One is high-electrical-resistance nichrome, and another is low-resistance copper. The pressure-sensitive pill changes from an electrical insulator into a conductor when it is compressed. When an impact load is applied to the sensor, the pressure-sensitive pill gives a new electrical path between the two layers at the load point. During the operation of the load sensor, a unidirectional gradient of electrical potential is applied to the lower layer. When a new electrical path is formed between the two layers by the load, potential of the upper layer comes to be equal to that of the indented part of the lower layer. Consequently, measuring the potential of the upper layer provides the X coordinate of the load point. After the X coordinate is acquired, the orthogonal potential gradient is applied to the lower layer to measure the Y coordinate. These XY coordinates can be evaluated within a few milliseconds. In addition, it comes possible to estimate the peak value of the load by measuring the electrical resistance of the pressure-sensitive pill.

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  • OS0835 Validity of small scale yielding criteria when hardness distribution is present along the crack propagation path

    YASUOKA Tetsuo, MIZUTANI Yoshihiro, TODOROKI Akira

    2012   "OS0835 - 1"-"OS0835-2"   2012.9

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    The stress intensity factor is a fracture mechanics parameter that describes the stress field around a crack tip. When the stress intensity factor is used as a fracture mechanics parameter, the small-scale yielding condition in which the plastic-zone size near the crack tip should be sufficiently small relative to the crack length must be satisfied. When a hardness distribution exists near a crack tip, the potential exists to deviate from the conditions. In this study, yield stress distributions as a hardness distribution which are given Gaussian distribution along the crack propagation path are considered in the crack propagation model based on the Dugdale model. The validity of the stress intensity factor around the yield stress distribution are investigated by conducting numerical analysis. As a result, when the magnitude of the yield stress change within distribution is large, small-scale yielding conditions tend to be unsatisfied.

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  • G030021 Effect of shape of the residual stress distribution on small-scale yielding conditions at a crack tip

    YASUOKA Tetsuo, MIZUTANI Yoshihiro, TODOROKI Akira

    Mechanical Engineering Congress, Japan   2012   "G030021 - 1"-"G030021-4"   2012.9

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    The stress intensity factor is a fracture mechanics parameter that describes the stress field around a crack tip. When the stress intensity factor is used as a fracture mechanics parameter, the small-scale yielding condition in which the plastic-zone size near the crack tip should be sufficiently small relative to the crack length must be satisfied. When a steep residual stress distribution exists near a crack tip, the potential exists to deviate from the conditions, even for conditions that are satisfied by traditional criteria In this study, various shapes of residual stress distributions along the crack propagation path are considered in the crack propagation model based on the Dugdale model. The features of the residual stress distribution shape which influence the scale of yielding are investigated by conducting numerical analysis considering plastic-zone size fluctuation. Additionally, a simplified practical criteria to evaluate the condition is proposed when a steep residual stress distribution is present and the effectiveness of the criteria was discussed.

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  • J191015 The behavior of impact damaged metallic liner in COPV during repeated pressure test

    KOBAYASHI Masao, MIZUTANI Yoshihiro, TODOROKI Akira, SUDO Tatsuya, AOKI Kenji

    Mechanical Engineering Congress, Japan   2012   "J191015 - 1"-"J191015-3"   2012.9

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    When pressure test is conducted for impacted composite overwrapped pressure vessels (COPV) with locally deformed metallic liner, bending load is caused in the metallic liner at the deformed point When the repeated pressure test is conducted for the impacted COPV, cyclic alternating load is subjected to the deformed area When large alternating load is subjected to the area repeatedly, there is a possibility to cause ratchetting deformation, and eventually to cause fracture of the metallic liner The aim of this study is to observe deformed metallic liner behavior and to investigate stress condition of the deformed area during repeated pressure test The COPVs (111 5mm in diameter and 329mm in length) made of CFRP and aluminum liner were prepared for this study Impact load of 20J was subjected to the COPVs and pressure test of 20MPa in pressure were performed The shape of metallic liner at the impacted point was observed by using micro CT scan before and after pressure test Stress conditions of the liner during pressure test were also investigated by finite element analysis Ratchetting deformation couldn't observed directly in this study, although, repeated stress amplitude at the deformed area became larger than that at the sound area was founded by FEM analysis This result shows the possibility to cause ratchetting deformation when the metallic liner deformed locally by impact load

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  • J122033 Study of approximation method of constraint for thermal deformation of stacking sequence optimization of composite material structure

    OZAWA Takumi, TODOROKI Akira, MIZUTNAI Yoshihiro

    Mechanical Engineering Congress, Japan   2012   "J122033 - 1"-"J122033-4"   2012.9

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    This paper discusses optimum design of a stiffened composite panel, which is used in aerospace structures. Anisotropic thermal expansion coefficients of the composite laminates causes complicated deformation of the panel after the curing. In previous researches, stacking sequence optimizations were performed without considering thermal deformation: a response surface was used to obtain an objective function, and lamination parameters were sued as variables for the response surface of the objective function such as buckling load. However, the thermal deformation must be considered as a constraint factor for actual composite structures. In the present study, therefore, thermal deformation is dealt with as a constraint for a stacking sequence optimization problem. Three surrogate models of the thermal deformation are discussed here: a conventional method using lamination parameters; a new method using thermal coefficients; a modified new method As a result, the modified new method is shown to be effective for the surrogate model.

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  • J122022 Efficiency Improvement of Genetic Algorithms for topology optimization

    SHIN Hyunjin, HIRANO Yoshiyasu, TODOROKI Akira

    Mechanical Engineering Congress, Japan   2012   "J122022 - 1"-"J122022-4"   2012.9

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    The efficiency improvement of topology optimization using genetic algorithms is necessary because of its high computation costs due to high dimension of topology optimization. In order to improve an efficiency of genetic algorithm for topology optimization, optimal solutions of Solid Isotropic Material with Penalization (SIMP) method was used for generation of initial population of genetic algorithms. For generation of initial population pool, we generated many similar individuals to optimal solutions of SIMP using another topology optimization using genetic algorithms. This study investigated the convergence and robustness of the proposed method.

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  • J044033 Effect of cyclic loading on CFRP laminates using electrical resistance change method

    HARUYAMA Daichi, TODOROKI Akira, MIZUTANI Yoshihiro

    Mechanical Engineering Congress, Japan   2012   "J044033 - 1"-"J044033-5"   2012.9

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    The Electrical Resistance Change Method (ERCM) is useful for CFRP (Carbon Fiber Reinforced Plastic) structures, because electrical conductivity of carbon fiber can be used as a sensor for damage detections. Fatigue damages need to be detected using the ERCM because these damages decrease the reliability of CFRP structures. This study experimentally deals with cyclic loading tests of CFRP laminates using ERCM. Moreover, the mechanism of electrical resistance change was investigated. First, the electrical resistance change was measured by four-probe method in the case of CFRP laminates with stacking sequence of [0/±45/90]s and [0_2/90_2]s- As a result, the electrical resistance of CFRP laminates with stacking sequence of [0/±45/90]s decreased with the increase of number of cycle. On the other hand, the electrical resistance of CFRP laminates with stacking sequence of [0_2/90_2]s increased with the increase of number of cycle. The mechanism of decreasing of the electrical resistance which can not be explained by the conventional thinking is due to the improvement of fiber fiber contact. Moreover, it is revealed that the improvement of fiber-fiber contact is caused by residual strain of ±45° ply.

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  • J044032 Impact-damage inspection for CFRP laminates by selective electric heating

    SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro

    Mechanical Engineering Congress, Japan   2012   "J044032 - 1"-"J044032-5"   2012.9

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    Impact loads initiate damages of several forms such as an indentation, fiber breakage, matrix cracking, and delamination cracking in carbon fiber reinforced polymer (CFRP). In this study, rapid diagnosis, which can finish inspecting the whole aircraft structure within an hour during refueling, was developed for composite aircraft. The proposed method consists of two steps; the first target for detection is indentation in the whole structure, and the second one is delamination cracking. After an indentation is detected in the first step, you only have to inspect limited area around the indentation for delamination inspection. Therefore, you can make use of an indentation as a marker of impact damage and can save inspection time and money even if large CFRP components are inspected. In the first step for indentation detection, indentation increases fiber-fiber contact at the interlaminar interface and electrical conductivity. Consequently, electrical current applied to the material will concentrate around the indentation, and lead to selective and intense resistive heating. This temperature increase can be observed by thermography or detected as a change in electrical resistance caused by the temperature difference. In the second step, delamination around an indentation can be detected without sampling the data from intact structures using statistical treatment. Moreover false diagnoses from changes in resistance caused by damage to the electrical contacts at the electrodes can be prevented.

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  • やわらかく読む複合材料の電気的特性(第1回)複合材料の電気抵抗と導電率

    轟 章

    強化プラスチックス   58 ( 5 )   163 - 167   2012.5

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  • 1011 Effect of dent on electric resistance change method for damage monitoring of CFRP

    TODOROKI Akira, SHIMAZU Yasuhiro, MIZUTANI Yoshihiro

    2012 ( 18 )   361 - 362   2012.3

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    An impact load on a thick carbon fiber reinforced plastic (CFRP) plate usually causes a dent. The dent results in a decrease of electrical resistance in the thickness direction. Our previous papers demonstrated the effect of the dent in the measurement of electrical resistance change of a thick CFRP plate subjected to impact loading. The present paper focuses on the mechanism of decrease of the electrical resistance caused by a dent. Experiments were performed to measure local fiber volume fraction after various loading. The observation revealed that the dent is made by plastic deformation of the matrix under compression loading at an impactor. This deformation cause slight increase of fiber volume fraction. The slight increase of the fiber volume fraction causes significant increase of electric conductance in the thickness direction.

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  • 208 Evaluation of interfacial properties of composite bonded joints treated by in-mold surface preparation

    HIKOSAKA Yuki, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    2012 ( 18 )   177 - 178   2012.3

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    In order to improve interfacial properties of an adherend of the bonded composites joints, in-mold surface preparation using imprint lithography is proposed. In the proposed method, microstructures are fabricated on the surface of the mold for forming composite materials. By forming composites on the mold, the shape of microstructures is transferred to the CFRP surface. In this method, since molding of composites and surface preparation can be conducted at once, it reduces the time required and costs involved in conventional surface preparation such as sand blasting, chemical etching etc In this paper, micro concavo-convex structures are fabricated on the surface of CFRP by in-mold surface preparation to improve the apparent mode I fracture toughness of CFRP/adhesive interface According to DCB tests, it was confirmed that the fracture toughness became stronger and fracture mode changed from interfacial failure to cohesive failure of adhesive as the aspect ratio A of microstructures increased.

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  • 102 Small Scale Yielding Conditions of the cases with residual stress distribution

    Yasuoka Tetsuo, MIZUTANI Yoshihiro, TODOROKI Akira

    61   3 - 4   2012

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  • 2323 Searching for the robust solution of topology optimization by using the Self-Organizing Maps

    SHIN Hyunjin, HIRANO Yoshiyasu, TODOROKI Akira

    The Computational Mechanics Conference   2011 ( 24 )   681 - 682   2011.10

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  • S031014 Effect of cyclic pre-strain on low cycle fatigue life and fatigue damage evaluation by AE method

    OHTA Makoto, MIZUTANI Yoshihiro, TODOROKI Akira, MATSUZAKI Ryosuke

    Mechanical Engineering Congress, Japan   2011   "S031014 - 1"-"S031014-3"   2011.9

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    Comprehensive knowledge of the low-cycle fatigue properties of nuclear component materials, and nondestructive testing (NDT) techniques for fatigue damage detection are important when evaluating nuclear components affected by earthquakes. Acoustic emission (AE) testing can be used for the condition monitoring of the components. Therefore, we conducted low-cycle fatigue tests of austenitic stainless steel with AE monitoring. The results of fatigue tests showed that the estimation based on the usage factor (UF) could be useful for the life prediction. The results of AE monitoring also showed that the timing of AE generation changed by the remaining fatigue life, so the potential for characterization of fatigue damage was demonstrated by focusing timing of AE generation. Furthermore, the possibility of applying AE monitoring to NDT techniques was demonstrated through the results of these fatigue tests.

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  • J044033 Electrical Resistance Change Methodfor Damage Monitoring of thick CFRP plate Considering Dent Effect

    SHIMAZU Yasuhiro, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    Mechanical Engineering Congress, Japan   2011   "J044033 - 1"-"J044033-3"   2011.9

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    Laminated Carbon Fiber Reinforced Polymer (CFRP) composites easily have delamination cracks resulting from small impact loads such as from dropped tools. Since the delamination cracks are usually difficult to detect by visual inspection, the CFRP laminates must have high knockdown capabilities to confirm their structural integrity. The present paper investigates Electrical Resistance Change Method (ERCM) for thick CFRP laminates. Authors have proposed the damage identification method for CFRP using the ERCM and confirmed its applicability for beams and thin plate-type specimens in the previous study. However, a dent is made for thick CFRP when an impact load is applied, and the dent causes electrical resistance decreases because the dent causes decreases of the thickness. The present study focuses on the electrical resistance decrease by the dent, and the electrical resistance decrease is used for monitoring delamination location. FEM analyses are used to obtain electrical resistance change decrease distributions. The estimation results are compared with the experimental data. 55 cases of FEM analyses were performed here to obtain the relationship between the damage and the electrical resistance changes. Using these results, response surfaces are made to obtain relationship between the fraction of electrical resistance change and delamination location. Experimental data are input into the obtained response surface and delamination locations are estimated. Several experimental data are input into the response surface and the estimations of delamination locations are made. As a result, the response surface made from the FEM analyses predicted successfully the damage location for the thick CFRP laminates.

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  • J044012 Damage detection of large CFRP laminates using TDR method

    KUROKAWA Hiroumi, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    Mechanical Engineering Congress, Japan   2011   "J044012 - 1"-"J044012-4"   2011.9

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    CFRP laminated structures are applied to many aerospace structures. Although the CFRP laminates have high specific strength and specific stiffness, delamination cracks are easily created and the delamination cracks are usually difficult to be detected by visual inspections. Recently, high toughness CFRP laminates are adopted to primary structures. The tough CFRP yields small fiber breakages when delamination crack is made in many cases. This requires a detection system of fiber breakages at low cost for large laminated CFRP structures. In the present study, TDR method is adopted. TDR method uses an electrical pulse wave and observes the reflected wave. The method is applied to a 2m CFRP strip specimen and notches are detected from the reflected pulse wave. Besides, the pulse wave propagated along CFRP strip specimen is investigated by the electromagnetic simulation using FDTD method.

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  • J044034 A temperature change effect on damage detection of CFRP by electrical resistance change method

    HARUYAMA Daichi, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    Mechanical Engineering Congress, Japan   2011   "J044034 - 1"-"J044034-4"   2011.9

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    Carbon Fiber Reinforced Plastic (CFRP) laminates are weak in durability against impact load, and it yields internal damage like delamination cracks. The electrical resistance change method (ERCM) is useful for CFRP structures, because electrical conductivity of carbon fiber can be used as a sensor for damage detections. Many researchers detect various kinds of damage of CFRP laminates by using the ERCM. However, the method has unsolved issues such as an effect of temperature change and an effect of cyclically loading in service. This study experimentally deals with the effects on the ERCM. At first it was revealed that the relationship between temperature and electrical resistance change was almost linear. This means that temperature compensation for temperature distribution is possible using the linear relationship. Moreover, it was investigated that the temperature coefficient depends on a fatigue of CFRP. Finally, temperature change was observed in fatigue tests, therefore electrical resistance is formulated as constant temperature. As a result, the electrical resistance decreases with the increase of number of cycles.

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  • J044011 Three-dimensional flow monitoring in a VaRTM process using electrical measurement and numerical analysis

    MURATA Masayuki, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    Mechanical Engineering Congress, Japan   2011   "J044011 - 1"-"J044011-3"   2011.9

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    Vacuum assisted Resin Transfer Molding (VaRTM) is a composite molding process by which resin is drawn through fiber preforms using a vacuum pressure. We proposed a method to measure three-dimensional resin impregnation in a VaRTM process on the basis of the ensemble Kalman filter (EnKF). In this method, the resin-impregnated region was estimated by a combination of measuring capacitances from a set of electrodes and a simulation of a VaRTM process. The proposed method was examined by numerical experiments and it was confirmed that the flow velocity reduction in a low permeability region can be estimated.

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  • J043043 Effect of anisotropy of fabric on void generation during RTM process

    SETO Daigo, MATSUZAKI Ryosuke, TODOROKI Akira, Mizutani Yoshihiro

    Mechanical Engineering Congress, Japan   2011   "J043043 - 1"-"J043043-2"   2011.9

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    During Resin transfer molding (RTM) process for manufacturing composites, entrapped air may remain as void in a part to bring significant decrease of the mechanical properties. In the past, it has presented that amount of the void formation depends on velocity of resin flow. However, in the case that an anisotropic fabric is applied, directions of the resin flow may also affect on the void formation. In this paper, the effect of anisotropy of fiber on void generation was examined analytically and experimentally. Finally, good agreement was obtained between results of them.

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  • J043033 A fundamental study on electric resistance welding of CFRTP

    KAWAGOE Masatobu, MIZUTANI Yoshihiro, TODOROKI Akira, MATSUZAKI Ryosuke

    Mechanical Engineering Congress, Japan   2011   "J043033 - 1"-"J043033-3"   2011.9

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    In this study, a new welding method which utilizes conductivity of CFRTP (Carbon fiber reinforced thermoplastic) is proposed. Electrical current is applied through the CFRTP single-lap joints in thickness direction. Since resistance of joining surface is the highest in the current path, the joining surface is preferentially heated by Joule heating. In this study, spot welding and surface welding were conducted. By applying constant voltage of 5.0V or ,10.3V, the joint-surfaces were heated above glass transition temperature of the material and were welded. In order to evaluate lap-shear strength (LSS) of welded joints by proposed method, tensile lap-shear tests were conducted. As a result, the tensile lap-shear true stress of spot welding is 31.0MPa and nominal stress of surface welding is 22.0MPa (CF Fabric/PEI) and 21.6MPa (CF Fabric/PPS) . These strengths were comparable to those that were welded by traditional resistance welding (19-22MPa) . It is also found that LSS is changed with welding pressure of joint parts.

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  • J122021 Study on stacking sequence optimization of stiffened composite panelwith constrain of thermo deformation

    OZAWA Takumi, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    Mechanical Engineering Congress, Japan   2011   "J122021 - 1"-"J122021-4"   2011.9

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    This paper discusses optimum design of a stiffened composite panel: the panel is widely used for weight reduction in aerospace structures. Anisotropic thermal expansion coefficients of the composite laminates causes complicated deformation of the panel after the curing. . In previous researches of the stacking sequence optimizations, the optimizations were performed without considering thermal deformation: a response surface was used to obtain an objective function at low computational cost, and lamination parameters were sued as variables for the response surface of the objective function such as buckling load ratio. However, the thermal deformation caused by the temperature change after curing must be considered as a constraint factor for actual composite structures. In the present study, therefore, thermal deformation is dealt with as a constraint for a stacking sequence optimization problem. Three surrogate models of the thermal deformation are discussed here: a conventional method using lamination parameters; a new method using lamination parameters and thermal coefficients; a modified new method As a result, the modified new method is shown to be effective for the surrogate model.

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  • J044022 Impact damage inspection in composite aircraft structures using resistive heating

    SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro

    Mechanical Engineering Congress, Japan   2011   "J044022 - 1"-"J044022-5"   2011.9

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    If it is possible to inspect composite aircraft automatically and quickly after every flight, we can reduce the safety factor and allow for more flights. Although, an electrical resistance change method (ERCM) has been proposed as a self-monitoring method which can inspect rapidly even a large structure without expensive equipments, there are many problems with its practical application. In this study, a new diagnostic method, impact-damage visualization, was developed. Indentation damage increases fiber庸iber contact at the interlaminar interface and electrical conductivity. Consequently, electrical current applied to the material will concentrate around the damaged area, and lead to selective and intense resistive heating. This temperature increase can be observed by thermography or detected as a change in electrical resistance caused by the temperature difference. The lightning protection system of a composite aircraft was used to apply a uniform electrical current distribution and electric heat to a large structure. Subsequent coupled thermal-electrical analyses showed that even small indentations (depth <0.15 mm) could be relatively easily detected in structures >1 m in size.

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  • J111011 Effect of Size of Microstructures on Interfacial Fracture Toughness of Composite Adhesive Joint Treated by In-mold Surface Preparation

    HIKOSAKA Yuki, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    Mechanical Engineering Congress, Japan   2011   "J111011 - 1"-"J111011-3"   2011.9

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    In order to improve interfacial properties of an adherend of the bonded composites joints, in-mold surface preparation using nanoimprint lithography is proposed. In the proposed method, microstructures are fabricated on the surface of the mold used during curing process of composites. By forming CFRP on the mold with microstructures, the shape of microstructures is transferred to the CFRP surface. In this method, since molding of CFRP and surface preparation can be conducted at once, it reduces the time required and costs involved in conventional surface preparation such as sand blasting, chemical etching etc. In this paper, micro concavo-convex structure was proposed to improve the mode I fracture toughness of CFRP/adhesive interface and fabricated on the surface of CFRP by in-mold surface preparation. According to DCB tests, it was confirmed that the fracture toughness become stronger as the aspect ratio A of microstructures increased.

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  • PS11 Analysis of impacts of fiber characteristics on void formation during RTM process

    SETO Daigo, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    2011   "PS11 - 1"-"PS11-2"   2011.7

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    During Resin transfer molding (RTM) of composites, entrapped air in resin during resin impregnation may remain as voids in the product and depresses the mechanical properties. In this paper, bundle scale void formation in anisotropic plane woven fabric is focused. The effect of anisotropy on void formation is described by simplified model of void formation. Experiments were carried for the validation and good agreement was obtained between the result and the expectation of the analysis model.

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  • OS0316 A temperature change effect on damage detection of CFRP using electrical resistance change method

    HARUYAMA Daichi, TODOTOKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    2011   "OS0316 - 1"-"OS0316-3"   2011.7

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    Carbon Fiber Reinforced Plastic (CFRP) laminates are weak in durability against impact load, and it yields internal damage like delamination. The electrical resistance change method (ERCM) which is one of the nondestructive inspection is useful for CFRP structures, because electrical conductivity of carbon fiber can be used as a sensor for damage detection. Many researchers detect various kinds of damage of CFRP laminates by the ERCM. However, there are some effects such as a temperature change and a cyclically loading in real environment. This study experimentally deals with the effect on the ERCM. At first it was revealed that the relationship between temperature and electrical resistance change was almost linear. Moreover, it was investigated that the temperature coefficient depends on a fiber orientation angle. Finally, temperature change was observed in fatigue tests, therefore electrical resistance is formulated as constant temperature.

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  • OS0814 A study on electric resistance welding of CFRTP

    KAWAGOE Masatobu, MIZUTANI Yoshihiro, TODOROKI Akira, MATSUZAKI Ryosuke

    2011   "OS0814 - 1"-"OS0814-2"   2011.7

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    CFRTP (Carbon fiber reinforced thermoplastic) has the superior properties such as high toughness, high productivity, recycling efficiency and repairability when compared with CFRP (Carbon fiber reinforced plastic). Another advantage of CFRTP is its weldability. Although several welding methods, such as resistance welding, ultrasonic welding and induction welding have been proposed, a new welding method which using electrical resistance of material itself is proposed in the study. In other words, electric current is loaded on through-thickness direction of single lap joint, and resin of welding area is melting. In this method, electric resistance of joint part is peak in the current pathway, welding area can be preferentially heated up. In this study, spot welding and surface welding were conducted. Tensile lap-shear tests were conducted for CFRTP joints welded by the proposed method. As a result, the tensile lap-shear strength (LSS) of spot welding is 31.0MPa and LSS of surface welding is 22.0MPa. Also, LSS is changed with welding pressure of joint parts.

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  • OS0317 Non-intrusive flow monitoring in a VaRTM process using electrical measurement and numerical analysis

    MURATA Masayuki, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    2011   "OS0317 - 1"-"OS0317-2"   2011.7

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    Vacuum assisted Resin Transfer Molding (VaRTM) is a composite molding process by which resin is drawn through fiber preforms using a vacuum pressure. We proposed a method to measure resin impregnation in a VaRTM process non-intrusively on the basis of the ensemble Kalman filter (EnKF). In this method, the resin-impregnated region was estimated by a combination of measuring capacitances from a set of electrodes and a simulation of a VaRTM process. The proposed method was examined by a numerical experiment and it was confirmed that the flow velocity reduction in a low permeability region can be estimated.

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  • OS0304 Measurement of 3D tire deformation for estimating road condition

    MATSUZAKI Ryosuke, HIRAOKA Naoki, TODOROKI Akira, MIZUTANI Yoshihiro

    2011   "OS0304 - 1"-"OS0304-2"   2011.7

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    From a traffic safety point of view, there is an urgent need for intelligent tires which can optimize braking control by estimating the slip ratio and friction coefficient between road surface and tire. This study develops a concurrent method for estimating the frictional and vertical loads applied to the tires from the measured strain data when both loads change. The method decomposes the measured circumferential strain to the frictional and vertical strain components using their symmetrical and anti-symmetrical characteristics. FEM analysis is used for simulating tire deformation under various wheel loads and braking torques. When the estimated and true applied loads were compared, it was confirmed that the vertical and frictional loads can be estimated independently from the circumferential strain with sufficient accuracy.

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  • PS03 Effect of cyclic pre-strain on low cycle fatigue life and evaluation of fatigue damage by acoustic emission

    OHTA Makoto, MIZUTANI Yoshihiro, TODOROKI Akira, MATSUZAKI Ryosuke

    2011   "PS03 - 1"-"PS03-2"   2011.7

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    Comprehensive knowledge of the low-cycle fatigue properties of nuclear component materials, and nondestructive testing (NDT) techniques for fatigue damage detection are important when evaluating nuclear components affected by earthquakes. Acoustic emission (AE) testing can be used for the condition monitoring of the components. Therefore, we conducted low-cycle fatigue tests of austenitic stainless steel with AE monitoring. The results of fatigue tests showed that the estimation based on the usage factor (UF) could be useful for the life prediction. The results of AE monitoring also showed that the timing of AE generation changed by the remaining fatigue life, so the potential for characterization of fatigue damage was demonstrated by focusing timing of AE generation. Furthermore, the possibility of applying AE monitoring to NDT techniques was demonstrated through the results of these fatigue tests.

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  • PS07 Damage monitoring of large CFRP structures using TDR method

    KUROKAWA Hiroumi, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    2011   "PS07 - 1"-"PS07-3"   2011.7

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    CFRP laminated structures are applied to many aerospace structures. Although the CFRP laminates have high specific strength and specific stiffness, delamination cracks are easily created and the delamination cracks are usually difficult to be detected by visual inspections. Recently, high toughness CFRP laminates are adopted to primary structures. The tough CFRP yields small fiber breakages when delamination crack is made in many cases. This requires a detection system of fiber breakages at low cost for large laminated CFRP structures. In the present study, TDR method is adopted. TDR method uses an electrical pulse wave and observes the reflected wave. The method is applied to a 2m CFRP strip specimen and notches are detected from the reflected pulse wave. Besides, the propagation of the pulse wave is investigated by the electromagnetic simulation using FDTD method.

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  • PS06 Dent Monitoring of thick CFRP plate Using Electrical Resistance Change Method

    SHIMAZU Yasuhiro, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryousuke

    2011   "PS06 - 1"-"PS06-2"   2011.7

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    The present paper investigates Electrical Resistance Change Method (ERCM) for thick CFRP laminates with a dent. The authors have proposed the damage identification method for CFRP using the ERCM and confirmed its applicability for beams and thin plate-type specimens in the previous studies. However, the dent is made for thick CFRP and the dent causes electrical resistance decreases. In the present study, we focus on the dent and the electrical resistance decrease is adopted for monitoring delamination location. FEM analyses are used to obtain electrical resistance decrease distributions. Response surfaces are adopted to estimate the delamination location here. The results show good agreements with the experimental data.

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  • PS09 Evaluation of fracture toughness of CFRP/adhesive interface treated by in-mold surface preparation

    HIKOSAKA Yuki, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    2011   "PS09 - 1"-"PS09-2"   2011.7

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    In order to improve interfacial properties of bonded composites joints, in-mold surface preparation using nanoimprint lithography is proposed. In this method, CFRP is formed on the mold with microstructures and the shape of microstructures is transferred to the CFRP surface, which gives us adherent surface without any conventional surface treatment. In this paper, microstructures which improve mode I fracture toughness of adhesive joints were proposed and fabricated on CFRP laminates. It was confirmed experimentally that fracture toughness become stronger as the aspect ratio of microstructures increased.

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  • PS16 Electrical resistance change method to inspect composite aircraft using lightning protection system

    SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro

    2011   "PS16 - 1"-"PS16-3"   2011.7

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    If it is possible to inspect composite aircraft automatically and quickly after every flight, we can reduce the safety factor and allow for more flights. Although, an electrical resistance change method (ERCM) has been proposed as a self-monitoring method which can inspect rapidly even a large structure without expensive equipments, there are many problems with its practical application. In this study, a new diagnostic method, impact-damage visualization, was developed. Indentation damage increases fiber-fiber contact at the interlaminar interface and electrical conductivity. Consequently, electrical current applied to the material will concentrate around the damaged area, and lead to selective and intense resistive heating. This temperature increase can be observed by thermography or detected as a change in electrical resistance caused by the temperature difference. The lightning protection system of a composite aircraft was used to apply a uniform electrical current distribution and electric heat to a large structure. Subsequent coupled thermal-electrical analyses showed that even small indentations (depth <0.15 mm) could be relatively easily detected in structures >1 m in size.

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  • OS1411 Study on stacking sequence optimizing of stiffened composite panel with constrain of thermo deformation

    OZAWA Takumi, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    2011   "OS1411 - 1"-"OS1411-3"   2011.7

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    This paper discusses optimum design of a stiffened composite panel: the panel is widely used for weight reduction in aerospace structures. Anisotropic thermal expansion coefficients of the composite laminates causes complicated deformation of the panel after the curing.. In previous researches of the stacking sequence optimizations, the optimizations were performed without considering thermal deformation: a response surface was used to obtain an objective function at low computational cost, and lamination parameters were sued as variables for the response surface of the objective function such as buckling load ratio. However, the thermal deformation caused by the temperature change after curing must be considered as a constraint factor for actual composite structures. In the present study, therefore, thermal deformation is dealt with as a constraint for a stacking sequence optimization problem. Three surrogate models of the thermal deformation are discussed here: a conventional method using lamination parameters; a new method using lamination parameters and thermal coefficients; a modified new method As a result, the modified new method is shown to be effective for the surrogate model.

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  • PS27 Acoustic Emission Behavior of Impact-Damaged CFRP Structures under Stress Loading

    SUGIMOTO Sota, MIZUTANI Yoshihiro, TODOROKI Akira, MATSUZAKI Ryosuke

    2010   71 - 72   2010.10

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    This study examined the applicability of acoustic emission (AE) method for the impact damage evaluation of CFRP pressure vessels. As a fundamental study, the characteristic features of AE signals obtained from impact-damaged CFRP laminates during tensile tests were analysed. Coupon-level CFRP specimens were prepared and impact forces were applied to the edge of the specimens so that the internal damages (e.g. delamination) could be observed from the edge-surface of the specimens. AE signals were detected via AE sensors mounted on the specimen surface during tensile loading test. For damaged specimen, it is found that the growth of delamination and the friction of delamination surfaces are the main AE sources. Also it is revealed that a large number of AE signals were detected during unloading period only for damaged specimens. These results showed a possibility that the AE method could be used for the impact damage evaluation of CFRP structures, including pressure vessels.

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  • 717 Delamination Identification via the Multiple Discriminant Analysis using SVM

    IWASAKI Atsushi, TODOROKI Akira

    2010   450 - 451   2010.10

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    The present paper is about the improvement of the delamination identification of the CFRP structure by the electric potential method via the discriminant analyses. In general, the relation between the damage and measurement values is identified by solving an inverse problem. The inverse problem in damage identification is one of the optimization problems involving the minimization of estimation error, and is usually solved by common optimization tools such as neural network and genetic algorithm. However, trial and error processes are generally required to derive the optimum solution using these methods, and these processes demand much calculation and human cost. In the present paper, delamination identification of CFRP beam via discriminant analysis using Support Vector Machine is conducted. The present study adopts an electric potential method for monitoring the structural integrity of laminated composites. As a result, it was shox that this method is effective for identification of damages.

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  • 707 Resin flow monitoring in the thickness direction in a VaRTM process

    MATSUZAKI Ryosuke, KOBAYASHI Seiji, TODOROKI Akira, MIZUTANI Yoshihiro

    2010   424 - 426   2010.10

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    The current work investigates full-field monitoring of resin flow during a VaRTM using an area-sensor array. The squared area sensors are aligned as a matrix on a thin polyimide film without any un-sensing space; thus the film measures the full-field flow monitoring, and never misses a diy spot that may occur anywhere on the film. To identify the precise flow front and diy spots, the impregnated area is estimated by minimizing the residual sum of squares between the measured and estimated impregnated area ratios. Using the different characteristics of electrical properties, the electrical capacitance and resistance in case of out-of-plane and in-plane impregnation, the resin flow direction and distribution is estimated. In this study, we assume the RTM manufacturing of unsaturated polyester resin/glass fiber composites. These GFRP composites has vely different permittivity and resistivity characteristics between impregnated and un-impregnated states.

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  • 718 Damage detection of laminated CFRP structures using Time Domain Reflectometry

    KUROKAWA Hiroumi, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    2010   452 - 454   2010.10

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    Carbon Fiber Reinforced Polymer (CFRP) laminated structures are applied to many aerospace structures. Although the CFRP laminates have high specific strength and specific stiffness, delamination cracks are easily created and the delamination cracks are usually difficult to be detected by visual inspections. Recently, high toughness CFRP laminates are adopted to primary structures. The tough CFRP yields small fiber breakages hen delamination crack is made in many cases. This requires a detection system of fiber breakages at low cost for large structures. In the present study, Time Domain Reflectometry (TDR) is adopted. TDR uses an electrical pulse wave and observes the reflected wavefrom. The method is applied to a 2m CFRP strip specimen and notches are detected from the reflected pulse wavefonn.

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  • 719 Damge Monitoring of thick plate CFRP Using the Electrical Resistance Change Method Considering Dent Effect

    SHIMAZU Yasuhiro, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryousuke

    2010   455 - 457   2010.10

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    The present paper investigates Electrical Resistance Change Method (ERCM) for thick CFRP laminates with a dent The authors have proposed the damage identification method for CFRP using thc ERCM and confirmed its applicability for beams and thin plate-type specimens in the previous studies. However, the dent is made for thick CFRP and the dent causes electrical resistance decreases. In the present study, we focus on the dent and the electrical resistance decrease is adopted for monitoring delamination location. FEM analyses are used to obtain electrical resistance decrease distributions. Response surfaces are adopted to estimate the delamination location here. The results show good agreements with the experimental data.

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  • 107 Study on mode I fracture toughness improvement of composite/adhesive interface modified with Nanoimprint lithography

    HIKOSAKA Yuki, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    2010   686 - 688   2010.10

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    Surface modification by nanoimprint lithography (NIL) is applied to an adherend of the bonded composite joints. We developed a silicon mold with micro scale structures by photolithography and anisotropic etching. By fomiing CFRP on the mold with microstructures, the microstructures are transferred to the CFRP surface. Since this surface modification can be conducted during the curing of composites, it reduces the time required and costs involved in conventional surface preparation such as sand blasting, chemical etching etc. In this paper, the effect of microstructure size on the mode I fracture toughness was investigated. A size ratio A was defined and theoretical model to predict an effect of microstructure was proposed. Furthermore, DCB tests about some values of A were conducted. As a result, it was confirmed that as A increased, fracture toughness became stronger, and that theoretical model proposed gives a good approximation.

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  • 1401 Study on the failure behavior of high strength CFRP bolted joints by AE monitoring

    KATSUMATA Tsukasa, MIZUTANI Yoshihiro, TODOROKI Akira, MATSUZAKI Ryosuke

    2010   640 - 641   2010.10

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    To increase the strength of CFRP bolted joints, we have tried to gain ffiction force between CFRP members by increasing a friction coefficient and a bolt-fastening force. In this study, the joint strength and the failure behavior of conventional and proposed joint were examined by finite element method analyses with degradation rules of material properties. The results show that the joint strength of the proposed joint was higher than that of conventional joint and the failure behavior was different from that of the conventional joint. To investigate the strength and the failure behavior of the actual proposed joint, the single-lap joint tensile tests with AE monitoring were conducted. The failure strengths of CFRP bolted joints with high-friction sheets and cone washers were higher than those of conventional CFRP bolted joints, and the failure behavior of the proposed joint was different from that of the conventional joint just like the finite element method analyses.

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  • 1715 Behavior of AE generation during low cycle fatigue test of steels for nuclear power plants

    OHTA Makoto, MIZUTANI Yoshihiro, TODOROKI Akira, MATSUZAKI Ryosuke

    2010   744 - 745   2010.10

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    It is important to expand knowledge for low-cycle fatigue properties of pre-strained nuclear component materials and nondestructive inspection (NDI) techniques for fatigue damage detection when considering resumption of nuclear power plant subjected veiy large load which caused plastic deformation, such as seismic load. As acoustic emission (AE) monitoring can be applied during fatigue test and operation of plants, we conducted AE monitoring during low-cycle fatigue test of austenitic stainless steel. The AE monitoring results showed that reduction of fatigue life by applied high pre-strain was caused by shorten of fatigue crack initiation life. The result also showed that the possibility to use AE monitoring for fatigue damage detection of nuclear power plants.

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  • PS33 Unsurpervised detection of delamination in CFRP plates subjected to falling weight impact by the use of change in temperature characteristic of resistance

    SUZUKI Yoshiro, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    2010   117 - 119   2010.10

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    In the previous study, unsupervised detection of delamination cracks in CFRP plates using statistical analysis of temperature characteristic of resistance were developed to prevent electrical resistance changes caused by damages of electrical contact at electrodes. Delamination cracks change temperature characteristic of resistance of CFRP laminates. To detect delaminations without learning processes, electrical resistances of multiple segments of a CFRP laminate at high temperature are compared with those at low temperature and a statistical analysis method discriminates the change. Electrical resistance changes caused by damages of electrical contact at electrodes do not affect the temperature characteristic of resistance. This method has applicability to existing structures and can also detect initial defects. As a result of the previous study, delamination at least 5.3 mm in diameter subjected to a quasi-static load in a quasi-isotropic-plied CFRP plate was detectable without intact data. The diagnosis was not affected by damages of electrical contact at electrodes except for perforated lack of an electrode. The present study employs the unsupervised detection method of delamination cracks and damages of electrical contact at an electrode subjected to falling weight impact loads, and dents subjected to quasi-static loads.

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  • PS45 Evaluation of the mterfacial properties of adhesively bonded composites with micro concavity and convexity

    SUZUKI Takuya, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    2010   146 - 147   2010.10

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    In order to improve interfacial properties of adhesively bonded composites, surface modification using Nanoimprint lithography (NIL) is investigated. Since the interfacial propeilies such as bonded strength or fracture toughness are highly depend on a surface morphology, these properties can be improved by designing and fabricating microstntures appropriately in the interface. Considering this fact we introduced NIL technique to the curing process of composites and fabricated microstnictures on the surface of composites, witich gives us stiff interface without any surface preparation such as sand blasting or chemical etching. We simulated the behavior of crack propagation along the interface with Finite element method using cohesive zone model and estimated model apparent fracture toughness of adhesive joints.

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  • Stacking sequence optimization for maximization of fracture strength

    15 ( 1 )   323 - 326   2010.5

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  • Analysis of Applied Load Estimation Using Strain for Intelligent Tires

    MATSUZAKI Ryosuke, HIRAOKA Naoki, TODOROKI Akira, MIZUTANI Yoshihiro

    JSMME   4 ( 10 )   1496 - 1510   2010

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    From a traffic safety point of view, there is an urgent need for intelligent tires which can optimize braking control by estimating the slip ratio and friction coefficient between road surface and tire. In previous studies, we have proposed an application of strain data for estimating a friction coefficient. However, it only investigated the condition when the vertical or frictional loads changed but the other load remained constant. Since both of the frictional and vertical loads alter the measured strain data, an independent applied load estimation method is needed. This study develops a concurrent method for estimating the frictional and vertical loads applied to the tires from the measured strain data when both loads change. The method decomposes the measured circumferential strain to the frictional and vertical strain components using their symmetrical and anti-symmetrical characteristics. FEM analysis is used for simulating tire deformation under various wheel loads and braking torques and the relationship between the strain distribution at the sensing point and the applied loads are calculated. When the estimated and true applied loads were compared, it was confirmed that the vertical and frictional loads can be estimated independently from the circumferential strain with sufficient accuracy. Using this method, one can represent the slip slope curve during driving, which enables the optimization of vehicle control and implementation of a road condition warning system.

    DOI: 10.1299/jmmp.4.1496

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  • Analysis of applied load estimation using strain for intelligent tires

    Ryosuke Matsuzaki, Naoki Hiraoka, Akira Todoroki, Yoshihiro Mizutani

    Journal of Solid Mechanics and Materials Engineering   4 ( 10 )   1496 - 1510   2010

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    From a traffic safety point of view, there is an urgent need for intelligent tires which can optimize braking control by estimating the slip ratio and friction coefficient between road surface and tire. In previous studies, we have proposed an application of strain data for estimating a friction coefficient. However, it only investigated the condition when the vertical or frictional loads changed but the other load remained constant. Since both of the frictional and vertical loads alter the measured strain data, an independent applied load estimation method is needed. This study develops a concurrent method for estimating the frictional and vertical loads applied to the tires from the measured strain data when both loads change. The method decomposes the measured circumferential strain to the frictional and vertical strain components using their symmetrical and anti-symmetrical characteristics. FEM analysis is used for simulating tire deformation under various wheel loads and braking torques and the relationship between the strain distribution at the sensing point and the applied loads are calculated. When the estimated and true applied loads were compared, it was confirmed that the vertical and frictional loads can be estimated independently from the circumferential strain with sufficient accuracy. Using this method, one can represent the slip slope curve during driving, which enables the optimization of vehicle control and implementation of a road condition warning system.

    DOI: 10.1299/jmmp.4.1496

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  • Optical 3D deformation measurement utilizing non-planar surface for the development of an “Intelligent Tire”

    Ryosuke Matsuzaki, Naoki Hiraoka, Akira Todoroki, Yoshihiro Mizutani

    Journal of Solid Mechanics and Materials Engineering   4 ( 4 )   520 - 532   2010

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    Intelligent tires, also known as smart tires, are equipped with sensors to monitor the strain of the interior surface and the rolling radius of tire, and are expected to improve the reliability of tires and tire control systems such as anti-lock braking systems (ABS). However, the high stiffness of an attached sensor like a strain gauge causes sensors to debond from the tire rubber. In the present study, a novel optical method is used for the concurrent monitoring of in-plane strain and out-of-plane displacement (rolling radius) utilizing the non-planar surface of the monitoring object. The optical method enables noncontact measurement of strain distribution. The in-plane strain and out-of-plane displacement are calculated by using image processing with an image of the interior surface of a tire that is taken with a single CCD camera fixed on the wheel rim. This new monitoring system is applied to an aluminum beam and a commercially available radial tire. As a result, the monitoring system provides concurrent measurement of in-plane strain, out-of-plane displacement and tire pressure, and is shown to be an effective monitoring system for intelligent tires.

    DOI: 10.1299/jmmp.4.520

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  • Optical 3D Deformation Measurement Utilizing Non-planar Surface for the Development of an "Intelligent Tire"

    MATSUZAKI Ryosuke, HIRAOKA Naoki, TODOROKI Akira, MIZUTANI Yoshihiro

    JSMME   4 ( 4 )   520 - 532   2010

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    Intelligent tires, also known as smart tires, are equipped with sensors to monitor the strain of the interior surface and the rolling radius of tire, and are expected to improve the reliability of tires and tire control systems such as anti-lock braking systems (ABS). However, the high stiffness of an attached sensor like a strain gauge causes sensors to debond from the tire rubber. In the present study, a novel optical method is used for the concurrent monitoring of in-plane strain and out-of-plane displacement (rolling radius) utilizing the non-planar surface of the monitoring object. The optical method enables noncontact measurement of strain distribution. The in-plane strain and out-of-plane displacement are calculated by using image processing with an image of the interior surface of a tire that is taken with a single CCD camera fixed on the wheel rim. This new monitoring system is applied to an aluminum beam and a commercially available radial tire. As a result, the monitoring system provides concurrent measurement of in-plane strain, out-of-plane displacement and tire pressure, and is shown to be an effective monitoring system for intelligent tires.

    DOI: 10.1299/jmmp.4.520

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  • Antenna/sensor multifunctional composites for the wireless detection of damage

    Ryosuke Matsuzaki, Mark Melnykowycz, Akira Todoroki

    COMPOSITES SCIENCE AND TECHNOLOGY   69 ( 15-16 )   2507 - 2513   2009.12

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  • 2101 Optimization of stacking sequence to maximize fractural strength using kriging function

    SHINODA Takashi, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    The Computational Mechanics Conference   2009 ( 22 )   131 - 132   2009.10

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  • Piezoresistivity of unidirectional carbon/epoxy composites for multiaxial loading

    Akira Todoroki, Yusuke Samejima, Yoshiyasu Hirano, Ryosuke Matsuzaki

    COMPOSITES SCIENCE AND TECHNOLOGY   69 ( 11-12 )   1841 - 1846   2009.9

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  • Self-deployable Space Structure using Partially Flexible CFRP with SMA Wires

    Akira Todoroki, Keisuke Kumagai, Ryosuke Matsuzaki

    JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES   20 ( 12 )   1415 - 1424   2009.8

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  • PS06 Damage detection in CFRP using statistical analysis of temperature characteristic of resistance

    SUZUKI Yoshiro, TODOROKI Akira, TAKAHASHI Kosuke, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    2009   437 - 439   2009.7

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    The present study employs the delamination detection in CFRP laminates using electrical resistance changes. Although the method detects the delamination without expensive sensors, the electrical resistance changes only due to electrode's damage make a wrong diagnosis. A delamination detection using statistical analysis of temperature characteristic of resistance changes is developed. CFRP laminates are heated up by applying electric currents through the electrodes mounted on the surface of the structure. When the delamination occurs, the electrical resistance change due to elevated temperature becomes different from that of the other intact parts. A statistical analysis method detects the change. The electrical resistance changes due to electrode's damage don't affect the temperature characteristic of resistance. The present study employs the new method for the delamination detection of cross-plied CFRP beams. In this study, the method is applied for quasi-isotropic CFRP plates. The detection limit of the method is investigated, and the effect of electrode's damage on the diagnosis is discussed.

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  • PS32 Fatigue characteristics of Lead-Wire Integrated Electrodes by Electrical Plating for Electrical Resistance Change Method to CFRP laminates

    SUZUKI Kensuke, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    2009   505 - 506   2009.7

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    For Caibon Fiber Reinforced Plastic (CFRP), electrical conductivity of caibon fiber can be used as a sensor for damage detection. The change of electrical resistance of the CFRP structure has been studied as a self-sensing system for monitoring damages. Todoroki et al. reported that the electrical resistance change meihod successfully monitored various damages like matrix cracking, fiber breakage and delamination in CFRP laminates. To apply the electrical resistance change method to practical structures, reliability of the electrodes is a key issue. This paper contains the proposal of "Lead-Wire Integrated Electrodes" and the investigation of the reliability of the proposed electrodes under cyclic load. The electrodes were bonded to CFRP surface by using copper plating after polishing of the specimen surface with sandpaper to remove the surface resin. Lead-Wire was put on the plating surface and bonded to the electrode by using copper plating, so the electrode and Lead-Wire were integrated. One of advantages of this proposed electrode is no initial defect Fatigue tests were carried out using a servo-hydraulic testing system. As a result, the electrodes had a fatigue life at the same level as the conventional strain gages under cyclic load.

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  • OS0603 Study on static strength improvement of CFRP bolted joints by relaxing the stress concentration around bolt holes.

    Katsumata Tsukasa, MIZUTANI Yoshihiro, TODOROKI Akira, MATSUZAKI Ryosuke

    2009   42 - 43   2009.7

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    In recent years, a large number of CFRP members are used in aircrafts for weight saving. One of the major fastening methods for the CFRP members is bolted joint. CFRP bolted joints, although, have a problem that the cracks or plastic deformation are occurred at the bearing surface of CFRP members even by the tightening with low fastening force. As a result, CFRP failures around bolt holes occur by stress concentration, and strength of a CFRP joint becomes decreased. In order to improve this problem, configurations of the washers are changed in this study to relax stress concentration, and thin sheet with high friction coefficient is sandwiched between CFRP members to improve the friction force. In the validation testing, the failure strength of the proposal CFRP bolted joint become higher than normal CFRP bolted joints.

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  • OS1306 Impact Damage Evaluation of CFRP Pressure Vessels by AE Parameter Analysis

    SUGIMOTO Sota, MIZUTANI Yoshihiro, TODOROKI Akira, MATSUZAKI Ryosuke

    2009   757 - 758   2009.7

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    This study examined the applicability of acoustic emission testing (AT) for the impact damage evaluation of CFRP pressure vessels. AE signals were detected during pressurization tests of CFRP pressure vessels. Five pressurization tests were performed to each of two vessels. After the third pressurization test, the impact test of 12-J or 15-J energy was conducted by using a drop-weight impact tester. As the pressurization test was repeated, the amount of AE hits became fewer before the impact test. After the impact test, however, the total AE hits increased temporarily. From these results, it is assumed that AT can be used for the impact damage evaluation of CFRP pressure vessels. In addition, there is some difference in the generating behavior of AE between two vessels. Since the impact energy differed with two vessels, a possibility that the grade of impact damage could be specified by AT was shown.

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  • PS04 Effect of added cup stacked CNF on lightning damage behavior of CFRP

    HIRANO Yoshiyasu, KATSUMATA Shingo, IWAHORI Yutaka, TODOROKI Akira

    2009   431 - 433   2009.7

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    Carbon Nanofiber (CNF) dispersed CFRP is expected to the application for the lightning protection systems of aerospace planes. In this paper, fiber volume fraction measurement and volume resistivity measurement, artificial lightning strike tests of CNF dispersed CFRP laminates are performed to investigate the relationship between electrical characteristic, lightning damage behavior and CNF content. In the range of this study, the effect of V_f is dominant on electrical characteristic and electrical improvement doe to CNF is not enough. On the other hand, delamination area is apparently decreasing with CNF content increasing. Therefore, it is suggested that not only volume resistivity but also dielectric breakdown field strength, heat transfer properties and interlaminer fracture strength affect lightning strike damage behavior.

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  • PS17 Strength evaluation of the joint modified by using Nanoimprint lithography in adhesion area

    SUZUKI Takuya, MATSUZAKI Ryosuke, TODOROKI Akira, MIZUTANI Yoshihiro

    2009   466 - 467   2009.7

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    In this research, surface modification using Nanoimprint lithography (NIL) is conducted to an adhesion area of the bonded joint. We developed a mold by photolithography and formed composites on the mold. Since this surface modification can be conducted within the curing time of composites, it reduces the processing cost and time, which was required for conventional surface preparation such as sand blasting or chemical etching. In this paper, experimental results of tensile test for the butt joint are reported. This paper also includes numerical analysis of the butt joint strength. We found out that pyramid-shape microstructures on the CFRP surface could improve the joint strength because peel stress was reduced by the slope of pyramid-shape microstructures.

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  • Optimization of stacking sequence to maximize fracture strength of CFRP structure using multi-RSM

    Proceedings of the conference on computational engineering and science   14 ( 1 )   113 - 116   2009.5

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  • Impedance change and VaRTM smart flow using dielectric heating

    38   119 - 122   2009.3

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  • Multipoint cure monitoring of CFRP laminates using a flexible matrix sensor

    Seiji Kobayashi, Ryosuke Matsuzaki, Akira Todoroki

    COMPOSITES SCIENCE AND TECHNOLOGY   69 ( 3-4 )   378 - 384   2009.3

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  • Concurrent Monitoring of In-plane Strain and Out-of-plane Displacement of Tire Using Digital Image Correlation Method

    HIRAOKA Naoki, MATSUZAKI Ryosuke, TODOROKI Akira

    JSMME   3 ( 11 )   1148 - 1159   2009

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    In order to improve performance of anti lock brake system (ABS) and detect condition of road surface, intelligent tires that monitor strain of interior surface and rolling radius of tire are demanded. However, the high stiffness of an attached sensor like a strain gauge causes debonding of sensors from tire rubber. In the present study, noncontact concurrent monitoring method is proposed using digital image correlation method (DICM) and spotlight projection. In-plane strain and out-of-plane displacement (rolling radius) are calculated by using image processing with an image of interior surface of tire that is taken with a single CCD camera fixed on wheel rim. New monitoring system is applied to Al beam and commercially available radial tire. As a result, this monitoring system is proved to be able to measure in-plane strain and out-of-plane displacement with high accuracy, and confirmed to be effective for concurrent monitoring of tires.

    DOI: 10.1299/jmmp.3.1148

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  • Concurrent monitoring of in-plane strain and out-of-plane displacement of tires using digital Image correlation method

    Naoki Hiraoka, Ryosuke Matsuzaki, Akira Todoroki

    Journal of Solid Mechanics and Materials Engineering   3 ( 11 )   1148 - 1159   2009

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    In order to improve performance of anti lock brake system (ABS) and detect condition of road surface, intelligent tires that monitor strain of interior surface and rolling radius of tire are demanded. However, the high stiffness of an attached sensor like a strain gauge causes debonding of sensors from tire rubber. In the present study, noncontact concurrent monitoring method is proposed using digital image correlation method (DICM) and spotlight projection. In-plane strain and out-of-plane displacement (rolling radius) are calculated by using image processing with an image of interior surface of tire that is taken with a single CCD camera fixed on wheel rim. New monitoring system is applied to Al beam and commercially available radial tire. As a result, this monitoring system is proved to be able to measure in-plane strain and out-of-plane displacement with high accuracy, and confirmed to be effective for concurrent monitoring of tires.

    DOI: 10.1299/jmmp.3.1148

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  • Rubber-based capacitive strain sensor fabricated using photolithography for intelligent tires

    Ryosuke Matsuzaki, Timothy Keating, Akira Todoroki, Naoki Hiraoka

    Nihon Kikai Gakkai Ronbunshu, A Hen/Transactions of the Japan Society of Mechanical Engineers, Part A   75 ( 750 )   235 - 242   2009

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    DOI: 10.1299/kikaia.75.235

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  • Impact damage evaluation of CFRP pressure vessels based on changes in AE parameters

    Proceedings of JSEM   ( 9 )   289 - 292   2009

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  • Development of 3D image measurement of tires for optimum braking control

    Proceedings of JSEM   ( 9 )   279 - 282   2009

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  • Optical Transparency Change Method for Cure Monitoring of GFRPs

    Akira Todoroki, Norihiko Hana

    POLYMERS & POLYMER COMPOSITES   17 ( 2 )   63 - 71   2009

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  • Fiber-Waviness Model in Filament Winding Process

    KIUCHI Takahiro, TODOROKI Akira, MATSUZAKI Ryosuke, MIZUTANI Yoshihiro

    Transactions of the Japan Society of Mechanical Engineers Series A   75 ( 750 )   243 - 250   2009

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    Fiber waviness is one of initial defects during processing such as filament winding. The fiber waviness causes reduction of compressive strength of the composite structure. The mechanism of growing of the fiber waviness is, however, not completely clear. In the present study, a new model of generating fiber waviness is proposed. It is assumed that the local fiber micro buckling causes the fiber waviness. The micro buckling is based on the compression load caused by shrinkage of a metal jig. Three processing faults are considered as causes of this micro buckling: bonding between a metal jig and a composite (poor release), insufficient cure of the resin (non-uniform temperature) and initial deflection of fibers (poor tension during FW process). The model predicts fiber micro buckling during cooling process after cure. In the present study, to simplify the experimental conditions, prepreg sheet is adopted instead of FW process and the fiber micro buckling predicted using the model is compared to the experimental results. As a result, the new model successfuly predicts the initiation of the fiber micro buckling during cooling process.

    DOI: 10.1299/kikaia.75.243

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  • Optical 3D deformation measurement utilizing non-planar surface for development of "intelligent tire"

    Naoki Hiraoka, Ryosuke Matsuzaki, Akira Todoroki, Yoshiro Mizutani

    Nihon Kikai Gakkai Ronbunshu, A Hen/Transactions of the Japan Society of Mechanical Engineers, Part A   75 ( 758 )   1269 - 1276   2009

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    DOI: 10.1299/kikaia.75.1269

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  • Fracture Behavior of CFRP Laminate under Artificial Lightning Strike

    HIRANO Yoshiyasu, KATSUMATA Shingo, IWAHORI Yutaka, TODOROKI Akira

    Journal of the Japan Society for Composite Materials   35 ( 4 )   165 - 174   2009

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    This paper examines the fundamental fracture behavior of CFRP laminate due to lightning strikes. In order to clarify the influence of lightning parameters and specimen size variations, the comparative results of performing artificial lightning strike testing on a series of laminated composite specimens has been explored. For the artificial lightning strike testing, the high-strength/middle-modulus graphite/epoxy composite of IM600/133 is selected as a typical aerospace grade material. The damage to the CFRP laminate was assessed by using visual inspection, ultrasonic inspection, micro X-ray inspection, and sectional observation. The test results clarified that the damage mode can be categorized into three different damage mode of fiber damaged area, resin deterioration area, and internal delaminations. And the damage progress is governed by the strong electrical and thermal orthotropic properties of CFRP laminates. As a result of damage size evaluation, it is confirmed that the lightning parameters which define impulse waveform show strong relationship with certain damage modes though the specimen size and thickness variation hardly affect damage size due to lightning strike.

    DOI: 10.6089/jscm.35.165

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  • Wireless Monitoring of Automobile Tires for Intelligent Tires

    Ryosuke Matsuzaki, Akira Todoroki

    SENSORS   8 ( 12 )   8123 - 8138   2008.12

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    DOI: 10.3390/s8128123

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  • 104 Simulation of fiber micro-buckling fracture during cure process of composite

    KIUCHI Takahiro, TODOROKI Akira, MATSUZAKI Ryousuke, Mizutani Yoshihiro

    The Computational Mechanics Conference   2008 ( 21 )   103 - 104   2008.11

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  • 528 Stacking sequence optimization in case of using anisotropic failure

    TODOROKI Akira, SHINODA Takashi, MATSUZAKI Ryosuke

    The Computational Mechanics Conference   2008 ( 21 )   518 - 519   2008.11

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  • Rubber-based strain sensor fabricated using photolithography for intelligent tires

    Ryosuke Matsuzaki, Timothy Keating, Akira Todoroki, Naoki Hiraoka

    SENSORS AND ACTUATORS A-PHYSICAL   148 ( 1 )   1 - 9   2008.11

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  • Time-synchronized wireless strain and damage measurements at multiple locations in CFRP laminate using oscillating frequency changes and spectral analysis

    Ryosuke Matsuzaki, Akira Todoroki, Kosuke Takahashi

    SMART MATERIALS & STRUCTURES   17 ( 5 )   1 - 9   2008.10

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  • GS0204 Fiber-waviness developing model during cure process of composite and experimental proof

    KIUCHI Takahiro, TODOROKI Akira, MATSUZAKI Ryousuke

    2008   "GS0204 - 1"-"GS0204-2"   2008.9

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  • OS0118 Detection of Damages in CFRP Laminates by Measuring Surface Strain Using Eddy Current Method

    YASUOKA Takahiro, UEDA Masahito, TODOROKI Akira, MATSUZAKI Ryosuke, HIRANO Yoshiyasu

    2008   "OS0118 - 1"-"OS0118-2"   2008.9

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  • OS0120 Compressive damage monitoring of CFRP by electrical resistance change method

    SUZUKI Kensuke, TODOROKI Akira, MIZUTANI Yoshihiro, MATSUZAKI Ryosuke

    2008   "OS0120 - 1"-"OS0120-2"   2008.9

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  • OS0901 Fracture behavior and residual compression strength characteristic of CFRP due to artificial lightning

    Hirano Yoshiyasu, Katsumata Shingo, Iwahori Yutaka, Todoroki Akira

    2008   "OS0901 - 1"-"OS0901-2"   2008.9

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  • OS0119 Multipoint cure monitoring of CFRP actual structure using flexible matrix sensor

    Kobayashi Seiji, Matsuzaki Ryosuke, Todoroki Akira

    2008   "OS0119 - 1"-"OS0119-2"   2008.9

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  • OS0106 Fundamental study on ultrasonic testing method for high attenuation materials

    Hirokawa Ryuta, Mizutani Yoshihiro, Kurokawa Yu, Matsuzaki Ryosuke, Todoroki Akira

    2008   "OS0106 - 1"-"OS0106-2"   2008.9

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    高マンガン鋼レ-ル等の高減衰材料に対する超音波探傷のニ-ズが近年高まってきている.そこで本稿では低周波数の超音波の使用と高エネルギ超音波の送信によって高減衰材料への超音波探傷試験の適用を検討した.尚,高エネルギの超音波を送信するために本稿ではパルス圧縮技術を適用した.その結果,コイルによる感度調整を行うことが必要であるものの,高減衰材料に対する超音波の透過性という面で従来のスパイクパルスで超音波を励起する手法に比べて上記の手法が優れていることを示した.

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  • OS0121 Residual Strain Relief Effect on Damage Monitoring of CFRP using ERCM

    SAMEJIMA Yusuke, HIRANO Yoshiyasu, TODOROKI Akira, MATSUZAKI Ryosuke

    2008   "OS0121 - 1"-"OS0121-2"   2008.9

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  • OS0114 Noncontact monitoring of in-plane strain distribution of tire including 3D deformation using image processing

    HIRAOKA Naoki, MATSUZAKI Ryosuke, TODOROKI Akira

    2008   "OS0114 - 1"-"OS0114-2"   2008.9

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  • Modified efficient global optimization for a hat-stiffened composite panel with buckling constraint

    Akira Todoroki, Masato Sekishiro

    AIAA JOURNAL   46 ( 9 )   2257 - 2264   2008.9

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  • Delamination monitoring of CFRP laminate using the two-stage electric potential change method with equivalent electric conductivity

    Masahito Ueda, Akira Todoroki

    Engineering Fracture Mechanics   75 ( 9 )   2737 - 2750   2008.6

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  • Delamination monitoring of CFRP laminate using the two-stage electric potential change method with equivalent electric conductivity

    Masahito Ueda, Akira Todoroki

    ENGINEERING FRACTURE MECHANICS   75 ( 9 )   2737 - 2750   2008.6

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  • Delamination monitoring of quasi-isotropic CFRP laminate using electric potential change method

    Masahito Ueda, Akira Todoroki

    Modern Physics Letters B   22 ( 11 )   869 - 874   2008.5

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  • Reinforcing an aluminum/GFRP co-cured single lap joint using inter-adherend fiber

    Ryosuke Matsuzaki, Motoko Shibata, Akira Todoroki

    Composites Part A: Applied Science and Manufacturing   39 ( 5 )   786 - 795   2008.5

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  • Delamination monitoring of quasi-isotropic CFRP laminate using electric potential change method

    Masahito Ueda, Akira Todoroki

    MODERN PHYSICS LETTERS B   22 ( 11 )   869 - 874   2008.5

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  • Delamination monitoring analysis of CFRP structures using multi-probe electrical method

    Akira Todoroki

    Journal of Intelligent Material Systems and Structures   19 ( 3 )   291 - 298   2008.3

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  • Delamination monitoring analysis of CFRP structures using multi-probe electrical method

    Akira Todoroki

    JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES   19 ( 3 )   291 - 298   2008.3

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  • Movable FRP for manufacturing foldable boat

    Reinforced plastics   54 ( 2 )   58 - 61   2008.2

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  • Mechanism of Electrical Impedance Increase of CFRP in Fiber Direction Under Moisture Absorption

    SHIMAMURA Yoshinobu, MUGISHIMA Arata, TODOROKI Akira

    Journal of the Japan Society for Composite Materials   34 ( 4 )   133 - 140   2008

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    Moisture absorption affects mechanical properties of CFRP, thus monitoring of moisture absorption ration in CFRP is useful to assess the structural integrity. Besides, health monitoring of CFRP by using an electrical resistance change method has been investigated recently. In order to apply the electrical resistance change method to composite components in service, it is important to understand the effect of moisture absorption on the electrical resistance change. We have reported that the electrical impedance of CFRP increases not only in the transverse direction but also in the fiber. In order to investigate the effect of deformation constraint on the electrical impedance increase in the fiber direction, the electrical impedance changes of constrained and unconstrained CFRP specimens are measured at constant temperature and humidity. The results show that the electrical impedance change of the constrained specimen is much smaller than that of the unconstrained. The experimental results indicate that swelling in the transverse direction affects the electrical impedance in the fiber direction. The mechanism of electrical impedance change is discussed by using finite element analysis. The analytical results show that discrete contacts between carbon fibers and electrodes cause the electrical impedance change.

    DOI: 10.6089/jscm.34.133

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  • Stacking sequence optimization to maximize the buckling load of blade-stiffened panels with strength constraints using the iterative fractal branch and bound method

    Akira Todoroki, Masato Sekishiro

    COMPOSITES PART B-ENGINEERING   39 ( 5 )   842 - 850   2008

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  • Improving performance of GFRP/aluminum single lap joints using bolted/co-cured hybrid method

    Ryosuke Matsuzaki, Motoko Shibata, Akira Todoroki

    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING   39 ( 2 )   154 - 163   2008

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  • Intelligent Tires Based on Measurement of Tire Deformation

    MATSUZAKI Ryosuke, TODOROKI Akira

    JSMME   2 ( 2 )   269 - 280   2008

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    From a traffic safety point-of-view, there is an urgent need for intelligent tires as a warning system for road conditions, for optimized braking control on poor road surfaces and as a tire fault detection system. Intelligent tires, equipped with sensors for monitoring applied strain, are effective in improving reliability and control systems such as anti-lock braking systems (ABSs). In previous studies, we developed a direct tire deformation or strain measurement system with sufficiently low stiffness and high elongation for practical use, and a wireless communication system between tires and vehicle that operates without a battery. The present study investigates the application of strain data for an optimized braking control and road condition warning system. The relationships between strain sensor outputs and tire mechanical parameters, including braking torque, effective radius and contact patch length, are calculated using finite element analysis. Finally, we suggested the possibility of optimized braking control and road condition warning systems. Optimized braking control can be achieved by keeping the slip ratio constant. The road condition warning would be actuated if the recorded friction coefficient at a certain slip ratio is lower than a 'safe' reference value.

    DOI: 10.1299/jmmp.2.269

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  • INTEGRITY EVALUATION OF COPVS BY MEANS OF ACOUSTIC EMISSION TESTING

    YOSHIHIRO MIZUTANI, KOUKI SAIGA, HIDEYUKI NAKAMURA, NOBUHITO TAKIZAWA, TAKAHIRO ARAKAWA, AKIRA TODOROKI

    Journal of Acoustic Emission   26   109 - 119   2008

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  • Concurrent Monitoring of In-Plane Strain and Out-of-Plane Displacement of Tire Using Digital Image Correlation Method

    HIRAOKA Naoki, MATSUZAKI Ryosuke, TODOROKI Akira

    Transactions of the Japan Society of Mechanical Engineers Series B   74 ( 746 )   1351 - 1357   2008

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    In order to improve performance of anti lock brake system (ABS) and detect condition of road surface, intelligent tires that monitor strain of interior surface and rolling radius of tire are demanded. However, the high stiffness of an attached sensor like a strain gauge causes debonding of sensors from tire rubber. In the present study, noncontact concurrent monitoring method is proposed using digital image correlation method (DICM) and spotlight projection. In-plane strain and out-of-plane displacement (rolling radius) are calculated by using image processing with an image of interior surface of tire that is taken with a single CCD camera fixed on wheel rim. New monitoring system is applied to Al beam and commercially available radial tire. As a result, this monitoring system is proved to be able to measure in-plane strain and out-of-plane displacement with high accuracy, and confirmed to be effective for concurrent monitoring of tires.

    DOI: 10.1299/kikaia.74.1351

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  • 風力発電用CF/GFハイブリッド複合材翼の最適設計

    轟章, 川上裕喜

    日本計算工学会論文集   On-Line Paper   20080012   2008

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  • Multipoint Cure Monitoring of CFRP Laminates Using Flexible Matrix Sensor

    Seiji Kobayashi, Ryosuke Matsuzaki, Akira Todoroki

    Nihon Kikai Gakkai Ronbunshu, A Hen/Transactions of the Japan Society of Mechanical Engineers, Part A   74 ( 744 )   1104 - 1110   2008

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  • Reinforcing an aluminum/GFRP co-cured single lap joint using inter-adherend fiber

    Ryosuke Matsuzaki, Motoko Shibata, Akira Todoroki

    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING   39 ( 5 )   786 - 795   2008

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  • Delamination Monitoring Analysis of CFRP Structures using Multi-Probe Electrical Method

    Akira Todoroki

    Journal of Intelligent Material Systems and Structures   19 ( 3 )   291 - 298   2008

  • Optimization of Blade Stiffened Composite Panel under Buckling and Strength Constraints

    Akira Todoroki, Masato Sekishiro

    Journal of Computational Science and Technology   2 ( 1 )   234 - 245   2008

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    This paper deals with multiple constraints for dimension and stacking-sequence optimization of a blade-stiffened composite panel. In a previous study, a multiple objective genetic algorithm using a Kriging response surface with a buckling load constraint was the target. The present study focuses on dimension and stacking-sequence optimization with both a buckling load constraint and a fracture constraint. Multiple constraints complicate the process of selecting sampling analyses to improve the Kriging response surface. The proposed method resolves this problem using the most-critical-constraint approach. The new approach is applied to a blade stiffened composite panel and the approach is shown to be efficient.

    DOI: 10.1299/jcst.2.234

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  • Detection of matrix crack density of CFRP using electrical potential change method with multiple probes

    A.Todoroki, K.Omagari

    Journal of Solid Mechanics and Materials Engineering   2 ( 6 )   718 - 729   2008

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    Carbon Fiber Reinforced Plastic (CFRP) laminates are adopted for fuel tank structures of next generation space rockets or automobiles. Matrix cracks may cause fuel leak or trigger fatigue damage. A monitoring system of the matrix crack density is required. The authors have developed an electrical resistance change method for the monitoring of delamination cracks in CFRP laminates. Reinforcement fibers are used as a self-sensing system. In the present study, the electric potential method is adopted for matrix crack density monitoring. Finite element analysis (FEA) was performed to investigate the possibility of monitoring matrix crack density using multiple electrodes mounted on a single surface of a specimen. The FEA reveals the matrix crack density increases electrical resistance for a target segment between electrodes. Experimental confirmation was also performed using cross-ply laminates. Eight electrodes were mounted on a single surface of a specimen using silver paste after polishing of the specimen surface with sandpaper. The two outermost electrodes applied electrical current, and the inner electrodes measured electric voltage changes. The slope of electrical resistance during reloading is revealed to be an appropriate index for the detection of matrix crack density.

    DOI: 10.1299/jmmp.2.718

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  • Damage and Fault Diagnosis of In-service Structure via Statistical Comparison of Relation between Sensor measurements (Damage Diagnosis of in-service Structure under High Noise Environment using Multiple Reference Data)

    Atsushi Iwasaki, Akira Todoroki, Yoshinobu Shimamura, Tsuneya Sugiya, Satoshi Izumi, Shinsuke Sakai

    Journal of Solid Mechanics and Materials Engineering   2 ( 8 )   1114 - 1125   2008

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    The present study is about an automatic diagnostic method for the structural health monitoring. In this study, a new diagnostic method applicable to existing structures from the present moment is proposed. In the proposed method, structural condition is diagnosed without information about damaged condition. The proposed method statistically diagnoses structural condition by means of investigating the change of a response surface. The response surface is calculated as a regression model of relationship between multiple sensors. The shape of the response surface is changed reflecting the change of the structural condition. In this method, the change of the response surface is statistically investigated with the F-test. In the F-test, the threshold of normal or damaged condition is decided with only theoretical F-probability distribution. This theoretical F-distribution is easily calculated using the response surface parameters. Therefore, diagnosis is conducted by means of only intact data used for the reference data. This means the proposed method doesn't require information about the damaged condition. In this study, the health monitoring system of the jet fan was developed to investigate the effectiveness of the proposed method. In this study, field test was conducted using an actual jet fan in a tunnel. In the field test, robustness of the proposed method was investigated. As a result, the structural condition of the jet fan was successfully diagnosed and effectiveness of proposed method was confirmed.

    DOI: 10.1299/jmmp.2.1114

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  • Intelligent tires based on measurement of tire deformation

    Ryosuke Matsuzaki, Akira Todoroki

    Journal of Solid Mechanics and Materials Engineering   2 ( 2 )   269 - 280   2008

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    From a traffic safety point-of-view, there is an urgent need for intelligent tires as a warning system for road conditions, for optimized braking control on poor road surfaces and as a tire fault detection system. Intelligent tires, equipped with sensors for monitoring applied strain, are effective in improving reliability and control systems such as anti-lock braking systems (ABSs). In previous studies, we developed a direct tire deformation or strain measurement system with sufficiently low stiffness and high elongation for practical use, and a wireless communication system between tires and vehicle that operates without a battery. The present study investigates the application of strain data for an optimized braking control and road condition warning system. The relationships between strain sensor outputs and tire mechanical parameters, including braking torque, effective radius and contact patch length, are calculated using finite element analysis. Finally, we suggested the possibility of optimized braking control and road condition warning systems. Optimized braking control can be achieved by keeping the slip ratio constant. The road condition warning would be actuated if the recorded friction coefficient at a certain slip ratio is lower than a 'safe' reference value.

    DOI: 10.1299/jmmp.2.269

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  • Delamination Monitoring Analysis of CFRP Structures using Multi-Probe Electrical Method

    Akira Todoroki

    Journal of Intelligent Material Systems and Structures   19 ( 3 )   291 - 298   2008

  • Deployable boat structure using partially flexible FRP

    Reinforced plastics   54 ( 10 )   424 - 432   2008

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  • Simultaneous Measurement of Multiple Electrical Resistance Changes with Strain of CFRP

    TAKAHASHI Kosuke, TODOROKI Akira, MATSUZAKI Ryosuke

    Transactions of the Japan Society of Mechanical Engineers Series B   74 ( 748 )   1573 - 1579   2008

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    Strain monitoring of CFRP structure by measuring electrical resistance change has attracted attention over the years. High electrical conductivity of carbon fibers enables to measure the strain by making electrodes on the structure's surface and using bridge circuit as conventional strain gauge. Electrical resistance change method, however, is difficult to specify the gauge length because electric current is applied directly to the structure, and the current path depends on the stacking sequences, fiber volume fraction, and electrode's location. It is also difficult to measure the electrical resistance changes at different parts simultaneously because the outputs may interfere with each other due to overlapping of current paths inside the structure. In this study, three electrodes are connected to each bridge circuit to prevent electrical interference when the electrical resistance changes are measured simultaneously, whereas electrical resistance measurements normally use two electrodes. The proposed method puts ground electrodes every other so that current path could be limited between the ground electrodes. Only the strain between ground electrodes affects the electrical resistance output, and it makes simultaneous measurements at different position possible.

    DOI: 10.1299/kikaia.74.1573

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  • Damage and Fault Diagnosis of In-service Structure via Statistical Comparison of Relation between Sensor measurements (Damage Diagnosis of in-service Structure under High Noise Environment using Multiple Reference Data):(Damage Diagnosis of in-service Structure under High Noise Environment using Multiple Reference Data)

    IWASAKI Atsushi, TODOROKI Akira, SHIMAMURA Yoshinobu, SUGIYA Tsuneya, IZUMI Satoshi, SAKAI Shinsuke

    JSMME   2 ( 8 )   1114 - 1125   2008

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    The present study is about an automatic diagnostic method for the structural health monitoring. In this study, a new diagnostic method applicable to existing structures from the present moment is proposed. In the proposed method, structural condition is diagnosed without information about damaged condition. The proposed method statistically diagnoses structural condition by means of investigating the change of a response surface. The response surface is calculated as a regression model of relationship between multiple sensors. The shape of the response surface is changed reflecting the change of the structural condition. In this method, the change of the response surface is statistically investigated with the F-test. In the F-test, the threshold of normal or damaged condition is decided with only theoretical F-probability distribution. This theoretical F-distribution is easily calculated using the response surface parameters. Therefore, diagnosis is conducted by means of only intact data used for the reference data. This means the proposed method doesn't require information about the damaged condition. In this study, the health monitoring system of the jet fan was developed to investigate the effectiveness of the proposed method. In this study, field test was conducted using an actual jet fan in a tunnel. In the field test, robustness of the proposed method was investigated. As a result, the structural condition of the jet fan was successfully diagnosed and effectiveness of proposed method was confirmed.

    DOI: 10.1299/jmmp.2.1114

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  • Optimization of Blade Stiffened Composite Panel under Buckling and Strength Constraints

    TODOROKI Akira, SEKISHIRO Masato

    JCST   2 ( 1 )   234 - 245   2008

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    This paper deals with multiple constraints for dimension and stacking-sequence optimization of a blade-stiffened composite panel. In a previous study, a multiple objective genetic algorithm using a Kriging response surface with a buckling load constraint was the target. The present study focuses on dimension and stacking-sequence optimization with both a buckling load constraint and a fracture constraint. Multiple constraints complicate the process of selecting sampling analyses to improve the Kriging response surface. The proposed method resolves this problem using the most-critical-constraint approach. The new approach is applied to a blade stiffened composite panel and the approach is shown to be efficient.

    DOI: 10.1299/jcst.2.234

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  • Delamination Detection for CFRP Structure Using Electrical Resistance Change Due to Joule Heating

    TAKAHASHI Kosuke, TODOROKI Akira, MATSUZAKI Ryosuke

    Transactions of the Japan Society of Mechanical Engineers Series B   74 ( 748 )   1565 - 1572   2008

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    Delamination of CFRP structure is detected by means of electrical resistance change due to Joule heating in the present study. A CFRP beam is heated up by applying electric current through electrodes mounted on the surface. When the CFRP beam is heated up, the thermal expansion at the part with a delamination is different from that at the undamaged part, and the difference of the thermal expansion affects the electrical resistance change with elevated temperature because CFRP has piezoelectricity. The electrical resistance changes between the electrodes are measured using bridge circuits just like using conventional strain gauge. In addition, the effect of electrode's damage on the electrical resistance change is also considered because the quality of the electrode is important to identify delamination. Electrical resistance change due to Joule heating is measured using a cross-plied CFRP beam with a delamination and electrode's damage, and as a result, delamination detection is even possible with a damaged electrode.

    DOI: 10.1299/kikaia.74.1565

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  • INTEGRITY EVALUATION OF COPVS BY MEANS OF ACOUSTIC EMISSION TESTING

    水谷 義弘, 轟 章

    26   109 - 119   2008

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  • Detection of Matrix Crack Density of CFRP using an Electrical Potential Change Method with Multiple Probes

    TODOROKI Akira, OMAGARI Kazuomi

    JSMME   2 ( 6 )   718 - 729   2008

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    Carbon Fiber Reinforced Plastic (CFRP) laminates are adopted for fuel tank structures of next generation space rockets or automobiles. Matrix cracks may cause fuel leak or trigger fatigue damage. A monitoring system of the matrix crack density is required. The authors have developed an electrical resistance change method for the monitoring of delamination cracks in CFRP laminates. Reinforcement fibers are used as a self-sensing system. In the present study, the electric potential method is adopted for matrix crack density monitoring. Finite element analysis (FEA) was performed to investigate the possibility of monitoring matrix crack density using multiple electrodes mounted on a single surface of a specimen. The FEA reveals the matrix crack density increases electrical resistance for a target segment between electrodes. Experimental confirmation was also performed using cross-ply laminates. Eight electrodes were mounted on a single surface of a specimen using silver paste after polishing of the specimen surface with sandpaper. The two outermost electrodes applied electrical current, and the inner electrodes measured electric voltage changes. The slope of electrical resistance during reloading is revealed to be an appropriate index for the detection of matrix crack density.

    DOI: 10.1299/jmmp.2.718

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  • New iteration fractal branch and bound method for stacking sequence optimizations of multiple laminates

    Akira Todoroki, Masato Sekishiro

    COMPOSITE STRUCTURES   81 ( 3 )   419 - 426   2007.12

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  • 1826 Fractal Branch and Bound Method for the case of Stress Based Failure Criteria of Composites

    Todoroki Akira, Shinoda Takashi, Matsuzaki Ryousuke

    The Computational Mechanics Conference   2007 ( 20 )   605 - 606   2007.11

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  • P006 Statistical damage detection of CFRP using electrical resistance changes due to temperature change

    TAKAHASHI Kosuke, TODOROKI Akira, SHIMAMURA Yoshinobu, IWASAKI Atsushi, MATSUZAKI Ryosuke

    2007   609 - 610   2007.10

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    The damage detection system of CFRP structures by making use of electrical resistance changes due to elevated temperature is performed. CFRP is heated up by applying electric currents through the electrodes mounted on the surface of the structure. When the delamination occurs, the electrical resistance change due to elevated temperature becomes different from that of the other intact parts. In this study, therefore, the electrical resistance changes are measured at the multiple segments on a CFRP beam simultaneously, and the damage is detected from the change of relative relationship between the measurements. A set of electrical resistance changes is related with each other by means of a response surface, which changes when delamination cracks occur. The similarity of the response surfaces is evaluated by F statistics. These damage detection systems are applied to detect a delamination in cross-plied CFRP beam and the delamination is successfully identified.

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  • 216 Intelligent tires based on measurement of tire deformation

    MATSUZAKI Ryosuke, TODOROKI Akira

    2007   97 - 98   2007.10

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    Measurement of strain of tires in-service is effective to improve reliability of tires and ABS system. In previous studies, we developed a patch type strain sensor for automobile tires. The present study introduces the utilization model of strain data for an optimized braking control and road condition warning system. The relationship between strain changes on the inner surface of pneumatic tires, simulating sensor output, and mechanical tire parameters, such as contact patch length, effective radius, slip ratio, and friction coeffecient is examined. Calculations are carried out using finite element analysis with a simulation of the strain sensor signal when a tire rotates.

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  • 225 The method for reduction of reference data groups of the SI-F method

    IWASAKI Atsushi, HOSHINO Keisuke, TODOROKI Akira, SHIMAMURA Yoshinobu

    2007   115 - 116   2007.10

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    The SI-F method allows diagnosis of structure from data that will be acquired after set up. Presented method detects structural failure from statistical method that judges the equivalence of two data groups. One of these is called standard data group that will be acquired when structure is normal. Another is called diagnosis data group that will be acquired when structure is operated. However, there are many conditions in actual structure. Therefore, it is difficult to determine the only standard data group for long-term diagnosis. Therefore, it is necessary to prepare two or more standard data groups and to choose suitable group for the present condition. Therefore, a huge standard data groups cause a real-time decrease in the diagnosis. Optimal diagnosis needs optimization of the number of standard data groups. This report shows that the method of optimization of the number of standard data groups.

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  • 214 Monitoring of Fiber Waviness in CFRP

    TODOROKI Akira, KIUCHI Takahiro, MATUZAKI Ryousuke

    2007   94 - 95   2007.10

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    Fiber waviness of composite structures decreases those compressive strength. Since existing NDT methods such as ultrasonic inspection do not detect the fiber waviness, a new method of detecting fiber waviness is required. In the present study, fiber waviness is monitored by measuring electrical resistance change during curing. Experimental investigation is conducted using cross-ply (90/0) composite laminate half cylinder. The generation of the waviness causes increase of the electric resistance due to the high deformation of carbon fibers. The feasibility of detecting fiber waviness is experimentally confirmed here.

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  • 213 Damage identification with ERCM for graphite/epoxy laminates using Response Surface

    HIRANO Yoshiyasu, SAMEJIMA Yusuke, TODOROKI Akira, MASUZAKI Ryosuke

    2007   92 - 93   2007.10

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    This paper investigates the identification of the location of delamination of CFRP laminates by using the response surface method. New technique is proposed that can reduce the required experimental cost by performing the analyses instead of experiments. The new delamination FEM model is proposed based on the detailed observation of actual delamination to perform FEM analysis that approximate the experimental result. As a result, the response surface is unstable for the experimental error when only FEM results are used to make the response surface. Newly proposed Robust Response Surface whose explanatory variables include the artificial noise can successfully improve the unstability and its applicability was confirmed by performing the identification of delamination location of CFRP laminate.

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  • P004 Evaluation of Fiber damages using electrical resistance changes of Partially-Flexible CFRP

    KUMAGAI Keisuke, TODOROKI Akira, MATSUZAKI Ryosuke

    2007   605 - 606   2007.10

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    For Unmanned Aerial Vehicles (UAV), "Morphing wing" is desired to improve the maneuverability and reduce the total weight of structures. Morphing wing enables the aircraft to change its standard performance. In this study, a new Partially-Flexible CFRP (PFC) is proposed for the material of morphing wing. The PFC consists of two kinds of matrices: high-stiffness matrix and low-stiffness matrix in a structure. Reinforced fiber continues in the whole structure, so damages of the PFC can be monitored by electrical resistance changes method. In this paper, a relationship of ratio of fiber broken and electrical resistance changes is shown. To investigate the performance of the PFC, cyclic bending tests is performed, and damages of PFC is evaluated by measuring electrical resistance changes. It is proved that the PFC with more than 10mm-long flexible part can maintain its stiffness and has the strength to apply actual structures.

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  • 212 Development of New Probe for Eddy Current Method on Delamination Detection in CFRP Laminate

    YASUOKA Takahiro, UEDA Masahito, TODOROKI Akira, MATSUZAKI Ryosuke, HIRANO Yoshiyasu

    2007   90 - 91   2007.10

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    Carbon fiber reinforced plastic (CFRP) laminates are now widely used in various fields. They are, however, very sensitive to an impact which causes delaminations in the laminate. Since delamination reduces the mechanical property of the laminate, nondestructive inspection is required to maintain the structural reliability of the CFRP structure. Eddy current method (ECT) has been studied to be applied to CFRP laminate. Strong electric anisotropy, however, makes application of the method difficult. Since delamination is in-plane damage in the laminate, conventional ECT has a problem for making current-loop which should be impeded by the damage to be detected. In the present paper, a new probe for electrically anisotropic CFRP laminate is introduced to resolve the problems. The probe is made of two coils put side-by-side to induce strong uniform electric current. Delamination was made in the CFRP laminate by means of the indentation test; the applicability of the ECT with new probe is examined experimentally.

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  • Wireless flexible capacitive sensor based on ultra-flexible epoxy resin for strain measurement of automobile tires

    Ryosuke Matsuzaki, Akira Todoroki

    SENSORS AND ACTUATORS A-PHYSICAL   140 ( 1 )   32 - 42   2007.10

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  • Stacking-sequence optimization using fractal branch-and-bound method for unsymmetrical laminates

    Ryosuke Matsuzaki, Akira Todoroki

    COMPOSITE STRUCTURES   78 ( 4 )   537 - 550   2007.6

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  • Dimension and stacking sequence optimization of large composite structures using kriging and MOGA method

    Masato Sekishiro, Akira Todoroki

    Zairyo/Journal of the Society of Materials Science, Japan   56 ( 5 )   432 - 437   2007.5

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    DOI: 10.2472/jsms.56.432

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  • 11501 Influence of Correlation Strength in Fatigue Deterioration Diagnosis of Steel Structure using the SI-F Method

    IWASAKI Atsushi, SHIGEYAMA Tomofumi, Yatomi Masataka, Kimura Tadashi, Shimamura Yoshinobu, Todoroki Akira

    2007 ( 13 )   369 - 370   2007.3

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    The SI-F method was suggested by Iwasaki et al, as the reasonable damage detection method. In the present method, the damages will be detected from the change of correlation between sensor output. In this method, Correlation between sensor output will be identified by using the response surface method and similarity of the correlation is tested by using statistical Ftest. However the damage detection limit to correlation strength is not verified. In this paper, the damage detection limit map is made and the detection limit of damage is verified.

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  • Investigation of measuring method for damage monitoring of quasi-isotropic graphite/epoxy laminate using ERCM

    36   59 - 63   2007.3

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  • Optimal design of CF/GF wind turbine blade using multi-objective genetic algorithm and kriging model

    36   146 - 150   2007.3

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  • Damage identification of woven graphite/epoxy composite beams using the electrical resistance change method

    Yoshiyasu Hirano, Akira Todoroki

    JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES   18 ( 3 )   253 - 263   2007.3

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  • Two-Level Optimization of Dimensions and Stacking Sequences for Hat-Stiffened Composite Panel

    Akira Todoroki, Masato Sekishiro

    Journal of Computational Science and Technology   1 ( 1 )   22 - 33   2007

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    This paper describes both the development of a new low-cost optimization method for the optimal design of laminated composite structures, and a result of applying this method to the minimum weight design of a hat-stiffened composite panel subject to a buckling constraint. The new method is based on two levels of optimization. In the low level optimization, the fractal branch and bound method is used for a stacking sequence optimization. In the high level optimization, the particle swarm optimization technique is used for optimizing configurations of the hat-stiffened panel. Moreover, a Kriging-based response surface is used to find the global optimum, and not just to approximate an objective function value. For this purpose, we use the 'expected improvement' (EI) criterion defined in the Kriging model. The validity of the proposed method is examined and the results show that the method provides valuable solutions with good precision and a low computational cost.

    DOI: 10.1299/jcst.1.22

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  • Strain and Damage Monitoring of CFRP Laminates by Means of Electrical Resistance Measurement

    TODOROKI Akira, UEDA Masahito, HIRANO Yoshiyasu

    JSMME   1 ( 8 )   947 - 974   2007

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    This review discusses the use of electrical resistance and potential change in various methods for monitoring Carbon Fiber Reinforced Plastic (CFRP) composites. CFRP composites have electrical conductivity as they contain carbon fibers. When fibers and fiber networks break within the structure its electrical resistance changes; the electrical resistance of carbon fiber changes with the applied strain just as physical resistance varies in a conventional strain gage. Using these changes in electrical resistance damage to CFRP composites can be monitored and applied strain measured without implementation of additional sensors. This makes CFRP a self-sensing material. The electrical resistance change method has been applied for decades to detect carbon fiber breakages. As regards the measurement of applied strain, there is divergence of opinion amongst researchers about the piezoresistance of CFRP. This discrepancy is discussed in detail in this review. For monitoring damage such as delamination cracks, the electrical resistance change method can accurately estimate the location and dimension of the damage. This review also discusses electrical potential change and eddy current methods for monitoring CFRP composites.

    DOI: 10.1299/jmmp.1.947

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  • Optical Transparency Change Method for Cure Monitoring of GFRP

    Norihiko HANA, Akira TODOROKI

    Journal of the Society of Materials Science, Japan   56 ( 8 )   771 - 776   2007

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    DOI: 10.2472/jsms.56.771

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  • CNF/柔軟エポキシ樹脂複合材料のひずみに伴う電気抵抗変化

    YOSHINOBU SHIMAMURA, TAKAYUKI URABE, AKIRA TODOROKI

    56 ( 5 )   426 - 431   2007

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  • 研究室紹介(8) 東京工業大学機械物理工学専攻轟研究室

    轟章, 松崎亮介

    強化プラスチックス   53 ( 7 )   314 - 315   2007

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  • Damage monitoring of thick CFRP beam using electrical impedance changes

    Akira Todoroki, Masahito Ueda, Yoshinobu Shimamura

    PROGRESSES IN FRACTURE AND STRENGTH OF MATERIALS AND STRUCTURES, 1-4   353-358   1298 - +   2007

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  • FRP fracture simulation using parallel processing on a PC cluster

    Yoshinobu Shimamura, Yosuke Yamamura, Akira Todoroki

    PROGRESSES IN FRACTURE AND STRENGTH OF MATERIALS AND STRUCTURES, 1-4   353-358   1382 - +   2007

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  • Two-Level Optimization of Dimensions and Stacking Sequences for Hat-Stiffened Composite Panel

    TODOROKI Akira, SEKISHIRO Masato

    JCST   1 ( 1 )   22 - 33   2007

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    This paper describes both the development of a new low-cost optimization method for the optimal design of laminated composite structures, and a result of applying this method to the minimum weight design of a hat-stiffened composite panel subject to a buckling constraint. The new method is based on two levels of optimization. In the low level optimization, the fractal branch and bound method is used for a stacking sequence optimization. In the high level optimization, the particle swarm optimization technique is used for optimizing configurations of the hat-stiffened panel. Moreover, a Kriging-based response surface is used to find the global optimum, and not just to approximate an objective function value. For this purpose, we use the 'expected improvement' (EI) criterion defined in the Kriging model. The validity of the proposed method is examined and the results show that the method provides valuable solutions with good precision and a low computational cost.

    DOI: 10.1299/jcst.1.22

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  • Statistical Damage Detection of Laminated CFRP Beam Using Electrical Resistance Change Method

    TAKAHASHI K.

    Key Engineering Materials   353-358   1330 - 1333   2007

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  • Diagnostic method for delamination monitoring of CFRP plate using Kriging Interpolation method

    A. Iwasaki, A. Todoroki, S. Izumi, S. Sakai

    PROGRESSES IN FRACTURE AND STRENGTH OF MATERIALS AND STRUCTURES, 1-4   353-358   1422 - +   2007

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  • Monitoring of Delamination of the CFRP Beam by the Smart Structure System Using the SI-F Method

    K.Yuguchi, A.Iwasaki, Y.Shimamura, Akira Todoroki

    Key Engieering Materials   353-358   1427 - 1430   2007

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  • FRP fracture simulation using parallel processing on a PC cluster

    Yoshinobu Shimamura, Yosuke Yamamura, Akira Todoroki

    PROGRESSES IN FRACTURE AND STRENGTH OF MATERIALS AND STRUCTURES, 1-4   353-358   1382 - +   2007

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  • CNF/柔軟エポキシ樹脂複合材料のひずみに伴う電気抵抗変化

    YOSHINOBU SHIMAMURA, TAKAYUKI URABE, AKIRA TODOROKI

    56 ( 5 )   426 - 431   2007

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  • Statistical Damage Detection of Laminated CFRP Beam Using Electrical Resistance Change Method

    Kosuke Takahashi, Akira Todoroki, Yoshinobu Shimamura, Atsushi Iwasaki

    Key Engineering Materials   353-358   1330 - 1333   2007

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  • Damage Monitoring of Thick CFRP Beam Using Electrical Impedance Changes

    Akira Todoroki, Masahito Ueda, Yoshinobu Shimamura

    Key Engieering Materiasl   353-358   1382 - 1385   2007

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  • Strain and Damage Monitoring of CFRP Laminates by Means of Electrical Resistance Measurement

    Akira TODOROKI, Masahito UEDA, Yoshiyasu HIRANO

    Journal of Solid Mechanics and Materials Engineering   1 ( 8 )   947 - 974   2007

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    This review discusses the use of electrical resistance and potential change in various methods for monitoring Carbon Fiber Reinforced Plastic (CFRP) composites. CFRP composites have electrical conductivity as they contain carbon fibers. When fibers and fiber networks break within the structure its electrical resistance changes; the electrical resistance of carbon fiber changes with the applied strain just as physical resistance varies in a conventional strain gage. Using these changes in electrical resistance damage to CFRP composites can be monitored and applied strain measured without implementation of additional sensors. This makes CFRP a self-sensing material. The electrical resistance change method has been applied for decades to detect carbon fiber breakages. As regards the measurement of applied strain, there is divergence of opinion amongst researchers about the piezoresistance of CFRP. This discrepancy is discussed in detail in this review. For monitoring damage such as delamination cracks, the electrical resistance change method can accurately estimate the location and dimension of the damage. This review also discusses electrical potential change and eddy current methods for monitoring CFRP composites.

    DOI: 10.1299/jmmp.1.947

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  • Diagnostic method for delamination monitoring of CFRP plate using Kriging Interpolation method

    A. Iwasaki, A. Todoroki, S. Izumi, S. Sakai

    PROGRESSES IN FRACTURE AND STRENGTH OF MATERIALS AND STRUCTURES, 1-4   353-358   1422 - +   2007

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  • Monitoring of delamination of the CFRP beam by the smart structure system using the SI-F method

    K. Yuguchi, A. Iwasaki, Y. Shimamura, A. Todoroki

    PROGRESSES IN FRACTURE AND STRENGTH OF MATERIALS AND STRUCTURES, 1-4   353-358   1427 - +   2007

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  • Ultra-high-cycle fatigue properties and fracture mechanism of modified 2.25Cr-1Mo steel at elevated temperatures

    Hideo Kobayashi, Akira Todoroki, Toshikazu Oomura, Takeru Sano, Tatsumi Takehana

    INTERNATIONAL JOURNAL OF FATIGUE   28 ( 11 )   1633 - 1639   2006.11

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  • Wireless detection of internal delamination cracks in CFRP laminates using oscillating frequency changes

    R Matsuzaki, A Todoroki

    COMPOSITES SCIENCE AND TECHNOLOGY   66 ( 3-4 )   407 - 416   2006.3

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  • Wireless detection of internal delamination cracks in CFRP laminates using oscillating frequency changes

    Ryosuke Matsuzaki, Akira Todoroki

    Composites Science and Technology   66 ( 3-4 )   407 - 416   2006.3

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  • Passive wireless strain monitoring of actual tire using capacitance-resistance change and multiple spectral features

    Ryosuke Matsuzaki, Akira Todoroki

    Sensors and Actuators, A: Physical   126 ( 2 )   277 - 286   2006.2

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  • Passive wireless strain monitoring of actual tire using capacitance-resistance change and multiple spectral features

    R Matsuzaki, A Todoroki

    SENSORS AND ACTUATORS A-PHYSICAL   126 ( 2 )   277 - 286   2006.2

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  • 〔強化プラスチック〕協会賞(論文賞) 孔空処理法によるGFRP/金属一体成形継手の開発 (50th FRP CON-EX2005特集)

    松崎 亮介, 柴田 元子, 轟 章

    強化プラスチックス   52 ( 2 )   66 - 69   2006.2

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  • Wireless strain monitoring of CFRP laminates using electric resistance change with oscillating circuit

    Ryosuke Matsuzaki Akira Todoroki

    Key Engineering Materials   324-325   1415 - 1418   2006

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  • Delamination Monitoring of CFRP Laminate Using Asymmetrical Dual Charge Electric Potential Change Method

    UEDA Masahito, TODOROKI Akira, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    Transactions of the Japan Society of Mechanical Engineers Series B   72 ( 714 )   157 - 164   2006

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    CFRP laminate is very sensitive to the impact. Even a low impact creates a delamination and results in the deterioration of the structural reliability. In our previous study, electric resistance change method (ERCM) and two-stage electric potential change method (two-stage EPCM) are proposed to monitor the delamination in the CFRP laminate. ERCM is suited to be applied to the part of the structure where the high accuracy of estimation is required. On the other hand, two-stage EPCM is suited to be applied to the large structure or the part which required rapid monitoring. In this paper, asymmetrical dual charge EPCM is newly introduced. The method can reduce the number of electric charges compare to the ERCM and show fine estimation throughout the object although two-stage EPCM shows poor performance near the center of the charged electrodes. The proposed method is, therefore, to be a standard of the delamination monitoring methods which utilize the electrical property of CFRP laminate. FEM analyses and experiments are conducted in this paper. As a result, the applicability of the method to the practical use is confirmed.

    DOI: 10.1299/kikaia.72.157

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  • Asymmetrical dual charge EPCM for delamination monitoring of CFRP laminate

    Masahito Ueda, Akira Todoroki

    ADVANCED NONDESTRUCTUVE EVALUATION I, PTS 1 AND 2, PROCEEDINGS   321-323   1309 - 1315   2006

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  • Wireless strain monitoring of CFRP laminates using electric resistance change with oscillating circuit

    Ryosuke Matsuzaki, Akira Todoroki

    Key Engineering Materials   324-325   1415 - 1418   2006

  • Extended fractal branch and bound method for optimization of multiple stacking sequences of stiffened composite panel

    Masato Sekishiro, Akira Todoroki

    ADVANCED COMPOSITE MATERIALS   15 ( 3 )   341 - 356   2006

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  • Detectability of bearing failure of composite bolted joints by electric resistance change method

    Yoshinobu Shimamura, Keiko Oda, Akira Todoroki, Masahito Ueda

    ADVANCED NONDESTRUCTIVE EVALUATION I, PTS 1 AND 2, PROCEEDINGS   321-323   957 - 962   2006

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  • 孔空処理法によるGFRP/金属一体成形継手の開発

    松崎亮介, 柴田元子, 轟章

    強化プラスチック協会   52 ( 7 )   319 - 323   2006

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  • Noise effect on estimation accuracy of delamination monitoring methods for CFRP lamiante using electric property change

    Masahito Ueda, Akira Todoroki

    Key Engineering Materials   324-325   1423 - 1426   2006

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  • Wireless strain monitoring of CFRP laminates using electric resistance change with oscillating circuit

    Ryosuke Matsuzaki Akira Todoroki

    Key Engineering Materials   324-325   1415 - 1418   2006

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  • Detectability of bearing failure of composite bolted joints by electric resistance change method

    Yoshinobu Shimamura, Keiko Oda, Akira Todoroki, Masahito Ueda

    ADVANCED NONDESTRUCTIVE EVALUATION I, PTS 1 AND 2, PROCEEDINGS   321-323   957 - 962   2006

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  • Evaluation of dimple treatment for GFRP/metal co-cured joint

    Ryosuke Matsuzaki Motoko Shibata Akira Todoroki

    Key Engineering Materials   324-325   1729 - 1732   2006

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  • Asymmetrical dual charge EPCM for delamination monitoring of CFRP laminate

    Masahito Ueda, Akira Todoroki

    Key Engineering Materials   321-323   1309 - 1315   2006

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  • Extended fractal branch and bound method for optimization of multiple stacking sequences of stiffened composite panel

    Masato Sekishiro, Akira Todoroki

    Advanced Composite Materials: The Official Journal of the Japan Society of Composite Materials   15 ( 3 )   341 - 356   2006

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  • Damage and Fault Diagnosis of In-service Structure via Statistical Comparison of Relation between Sensor Measurements : Damage Diagnosis of In-service Structure under High Noise Environment Using Multiple Reference Data

    IWASAKI Atsushi, TODOROKI Akira, SHIMAMURA Yoshinobu, SUGIYA Tsuneya, IZUMI Satoshi, SAKAI Shinsuke

    Transactions of the Japan Society of Mechanical Engineers Series B   72 ( 724 )   1955 - 1962   2006

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    The present study is about an automatic diagnostic method for the structural health monitoring. In this study, a new diagnostic method applicable to existing structures from the present moment is proposed. In the proposed method, structural condition is diagnosed without information about damaged condition. The proposed method statistically diagnoses structural condition by means of investigating the change of a response surface. The response surface is calculated as a regression model of relationship between multiple sensors. The shape of the response surface is changed reflecting the change of the structural condition. In this method, the change of the response surface statistically investigated with the F-test. In the F-test, the threshold of normal or damaged condition is decided with only theoretical F-probability distribution. This theoretical F-distribution is easily calculated using the response surface parameters. Therefore, diagnosis is conducted by means of only intact data used for the reference data. This means the proposed method doesn't require information about the damaged condition. In this study, the health monitoring system of the jet fan was developed to investigate the effectiveness of the proposed method. In this study, field test was conducted using an actual jet fan in a tunnel. In the field test, robustness of the proposed method was investigated. As a result, the structural condition of the jet fan was successfully diagnosed and effectiveness of proposed method was confirmed.

    DOI: 10.1299/kikaia.72.1955

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  • Damage and Fault Diagnosis of In-service Structure via Statistical Comparison of Relation between Sensor Measurements : Damage Diagnosis of the Ventilator Jet-Fan

    IWASAKI Atsushi, TODOROKI Akira, SHIMAMURA Yoshinobu, SUGIYA Tsuneya, IZUMI Satoshi, SAKAI Shinsuke

    Transactions of the Japan Society of Mechanical Engineers Series B   72 ( 724 )   1963 - 1969   2006

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    Structural health monitoring is an important technology for aging aerospace and civil structures. For this structural health monitoring, fiber optic sensors are increasing in popularity, however, several kinds of sensors are usually required, including sensors other than fiber optic sensors. Thus, a new technology for transforming conventional sensors into distributed sensors is required. The present study proposes Ethernet LAN technologies for the sensor integration required for structural health monitoring, and discusses the advantages of adopting this technology. Moreover, the paper describes an Ethernet-based health monitoring system and a statistical unspervised damage detecting method for automatic damage diagnosis. Then, we crease a system to monitor the damage to an expressway tunnel jet-fan using system identification and statistical tools. Damage was detected from changes in a set of data measuring loads on the turnbuckles of the jet-fan. The resulting automatic diagnosis of damage to the jet-fan was successful.

    DOI: 10.1299/kikaia.72.1963

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  • 孔空処理法によるGFRP/金属一体成形継手の開発

    松崎亮介, 柴田元子, 轟章

    強化プラスチックス   52 ( 7 )   319 - 323   2006

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  • Time-synchronized Wireless Strain and Damage Measurements at Multiple Locations in CFRP Laminate Using Oscillating Frequency Changes and Spectral Analysis

    MATSUZAKI Ryosuke, TODOROKI Akira, TAKAHASHI Kosuke

    Transactions of the Japan Society of Mechanical Engineers Series B   72 ( 724 )   1904 - 1911   2006

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    Wireless health monitoring for CFRP structures reduces the cost and time of inspection and it can be useful for continuous monitoring. In the previous study, we presented a wireless sensor for detection of internal delamination in a CFRP laminate. The method utilizes a simple electric resistance change in CFRP, thus it monitors delamination at only one location. For monitoring of large-scale structures, however, many sensors have to be distributed to cover the structure. Major problem for using many sensors is the time synchronization among sensors. To overcome the problem and enable to monitor strain/damage at multiple locations with time synchronization, we develop wireless strain/damage sensor which simply consists of a bridge circuit, voltage controlled oscillator and amplifiers. Since the sensor does not need procedures of AD conversion or memory storing, the time delay does not take place. Each sensor has original basic frequency which changes due to the electric resistance, and the frequencies from multiple sensors are transmitted to a receiver. Using short-time maximum entropy method, received wave is converted to multiple electric resistance data at one time. The proposed method is applied to CFRP laminates and oscillating frequencies are measured in real-time. As the result, the system successfully measures the applied strain and detects fiber breakage at multiple locations in CFRP laminate with time synchronization.

    DOI: 10.1299/kikaia.72.1904

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  • Evaluation of dimple treatment for GFRP/metal co-cured joint

    Ryosuke Matsuzaki Motoko Shibata Akira Todoroki

    Key Engineering Materials   324-325   1729 - 1732   2006

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  • 最適化手法

    轟章

    平成17年度先進複合材料構造の確率論的設計解析手法に関する調査研究 宇宙航空研究開発機構委託業務成果報告書,日本複合材料学会   P2-28~P2-41   2006

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  • Wireless strain monitoring of CFRP laminates using electric resistance change with oscillating circuit

    Ryosuke Matsuzaki, Akira Todoroki

    Key Engineering Materials   324-325   1415 - 1418   2006

  • Noise effect on estimation accuracy of delamination monitoring methods for CFRP laminate using electric property change

    Masahito Ueda, Akira Todoroki

    Experimental Mechanics in Nano and Biotechnology, Pts 1 and 2   326-328   1423 - 1426   2006

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  • 1910 Stacking Sequence Optimization Design for Improving Flutter Limit of Trapezoidal Wing Panel Using FBBM

    HIRANO Yoshiyasu, TODOROKI Akira, ISHIKAWA Takashi

    The Computational Mechanics Conference   2005 ( 18 )   571 - 572   2005.11

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  • 1911 Stacking Sequence Optimizations for CFRP Leg Structure of Quadruped Walking Robot

    MATSUZAKI Ryosuke, TODOROKI Akira

    The Computational Mechanics Conference   2005 ( 18 )   573 - 574   2005.11

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    Recently, CFRP is used for the robotic structures to improve the mobility because of its high specific strength and stiffness. Since the mechanical properties of CFRP structures strongly depend on stacking sequences, stacking-sequence optimizations are indispensable. Fractal branch-and-bound method has been developed by the authors for the optimization of stacking sequences of symmetric and balanced composite laminates that has two in-plane and two out-of-plane lamination parameters. In the present study, a stacking sequence optimization of CFRP leg structure of walking robot or an unsymmetrical composite laminate is examined. Using a tetradecahedron fractal pattern of a coupling lamination parameter coordinates, fractal branch-and-bound method is applied to optimize the stacking sequence of unsymmetrical laminates. The method is applied to a stacking sequence optimization problem of a maximization of buckling load of leg structure of walking robot. As a result, the method is successfully applied, and the practical optimal stacking sequence is obtained.

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  • 1108 Improved Fractal Branch and Bound Method for Stacking Sequence Optimizations of Unsymmetrical Laminates

    MATSUZAKI Ryosuke, TODOROKI Akira

    2005 ( 15 )   49 - 52   2005.8

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    Fractal branch-and-bound method has been developed by the authors for the optimization of stacking sequences of symmetric and balanced composite laminates that has two in-plane and two out-of-plane lamination parameters. In the present study, a stacking sequence optimization of an unsymmetrical composite laminate is examined. In the unsymmetrical laminates, nine lamination parameters including three coupling lamination parameters are not zero. Using tetrahedral fractal patterns of feasible laminates of in in-plane and out-of-plane lamination parameter coordinates, and a tetradecahedron fractal pattern of a coupling lamination parameter coordinates, fractal branch-and-bound method is applied to optimize the stacking sequence of unsymmetrical laminates. This new method is applied to a stacking sequence optimization problem of a maximization of buckling load of cylindrical shell structure. As a result, the method is successfully applied, and the practical optimal stacking sequence is obtained.

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  • 1107 Stacking-sequence optimization of composite wing for improving transonic flutter limit using the Fractal Branch and Bound Method

    HIRANO Yoshiyasu, TODOROKI Akira, ISHIKAWA Takashi

    2005 ( 15 )   45 - 48   2005.8

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    This paper examines stacking-sequence optimization design for improving the transonic flutter limit To reduce the required computational cost, application of the Fractal Branch and Bound Method is attempted This method is proposed by the authors for the stacking-sequences optimization of laminated composites in order to maximize the buckling load, and it demands approximation of a design space with a response surface comprising quadratic polynomials for pruning branches of stacking sequences. To approximate with appropriate accuracy the discontinuities of the design space of transonic flutter due to flutter mechanism change between the classical flutter and the Limit Cycle Oscillation, a combinatorial approximation method using the modified response surface method is proposed The applicability of the proposed stacking-sequence optimization procedure using the Fractal Branch and Bound Method is demonstrated by applying it to the stacking-sequence optimization design of an AGARD 445.6 standard wing. The results indicated that the method was applied successfully and that therefore a practical optimal stacking sequence could be obtained with significantly low computational cost

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  • Passive wireless strain monitoring of tyres using capacitance and tuning frequency changes

    Ryosuke Matsuzaki, Akira Todoroki

    Smart Materials and Structures   14 ( 4 )   561 - 568   2005.8

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  • Passive wireless strain monitoring of tyres using capacitance and tuning frequency changes

    R Matsuzaki, A Todoroki

    SMART MATERIALS & STRUCTURES   14 ( 4 )   561 - 568   2005.8

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  • Statistical evaluation of modified electrical resistance change method for delamination monitoring of CFRP plate

    A Iwasaki, A Todoroki

    STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL   4 ( 2 )   119 - 136   2005.6

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  • Unsupervised statistical damage diagnosis for structural health monitoring of existing civil structures

    A Iwasaki, A Todoroki, T Sugiya, S Izumi, S Sakai

    SMART MATERIALS & STRUCTURES   14 ( 3 )   S154 - S161   2005.6

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  • Wireless strain monitoring of tires using electrical capacitance changes with an oscillating circuit

    Ryosuke Matsuzaki, Akira Todoroki

    Sensors and Actuators, A: Physical   119 ( 2 )   323 - 331   2005.4

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  • Wireless strain monitoring of tires using electrical capacitance changes with an oscillating circuit

    R Matsuzaki, A Todoroki

    SENSORS AND ACTUATORS A-PHYSICAL   119 ( 2 )   323 - 331   2005.4

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  • Stacking-sequence optimization of composite delta wing to improve flutter limit using fractal branch and bound method

    Y Hirano, A Todoroki

    JSME INTERNATIONAL JOURNAL SERIES A-SOLID MECHANICS AND MATERIAL ENGINEERING   48 ( 2 )   65 - 72   2005.4

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  • Electrical resistance change method for monitoring delaminations of CFRP laminates: effect of spacing between electrodes

    A Todoroki, M Tanaka, Y Shimamura

    COMPOSITES SCIENCE AND TECHNOLOGY   65 ( 1 )   37 - 46   2005.1

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  • Passive Wireless Strain Monitoring of Tire Using Capacitance Change with Tuning Circuit

    MATSUZAKI Ryosuke, TODOROKI Akira, KOBAYASHI Hideo, SHIMAMURA Yoshinobu

    Transactions of the Japan Society of Mechanical Engineers Series B   71 ( 702 )   323 - 329   2005

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    Reliability of automobiles is increasingly demanded. To prevent burst of tires, smart tires are currently under development. Most of the smart tires have integrated or attached sensors to measure deformation or internal pressure of tires during a long period of service. The embedded sensor enables highly precise measurement of road surface friction, and the precise friction measurements make more efficient anti-lock braking system (ABS). In a previous study, the authors proposed a new wireless strain monitoring method that adopts the tire itself as a sensor, with an oscillator circuit. This method is very simple and useful, but it requires a battery to activate the oscillator circuit. In the present study, the previous method for wireless tire monitoring is improved to produce a passive wireless sensor. A specimen made from a commercially available tire is connected to a tuning circuit comprising an inductance and a capacitance as a condenser. The proposed method enables us to measure an applied strain of a specimen wirelessly, without any power supply from outside. This new passive wireless method is applied to a specimen and an applied strain is measured. As a result, the method is experimentally proved to be effective for the passive wireless strain monitoring of tires.

    DOI: 10.1299/kikaia.71.323

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  • Passive wireless strain monitoring of a tire using capacitance and electromagnetic induction change

    Ryosuke Matsuzaki, Akira Todoroki, Hideo Kobayashi, Yoshinobu Shimamura

    Advanced Composite Materials: The Official Journal of the Japan Society of Composite Materials   14 ( 2 )   147 - 164   2005

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  • Application of electric resistance change method to damage detection of CFRP bolted joints

    Y Shimamura, K Oda, A Todoroki, H Kobayashi, T Inada

    ADVANCES IN FRACTURE AND STRENGTH, PTS 1- 4   297-300   653 - 658   2005

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  • Wireless Detection of Internal Delamination Cracks for Carbon/Epoxy Composite Using Electrical Resistance Method and Oscillating Frequency Change

    MATSUZAKI Ryosuke, TODOROKI Akira

    Transactions of the Japan Society of Mechanical Engineers Series B   71 ( 703 )   528 - 535   2005

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    For a rotating composite component such as a helicopter blade, delamination of composite laminates causes low reliability. Since it is difficult to detect the delamination of rotating component in-service with a wired system, wireless detecting system is demanded to improve the reliability. In the present study, the wireless system for detecting the delamination is proposed. This method adopts an electrical resistance change method and an oscillating circuit to transmit the information of the delamination. The electrical resistance change in the composite component due to the delamination creation causes the oscillating frequency change. This frequency change can be measured wirelessly. Since this system uses the composite structure itself as a sensor and the oscillating circuit is very small, it is applicable to a rotating component. The electrical resistance change and oscillating frequency change due to the delamination creation is experimentally measured by using carbon/epoxy specimen. Also the effect of temperature change is measured. As a result, the method can successfully detect the embedded delamination and estimates the size of delamination wirelessly, and the effect of the temperature change is minimized by using temperature compensation.

    DOI: 10.1299/kikaia.71.528

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  • Detection of matrix cracking of CFRP using electrical resistance changes

    K Omagari, A Todoroki, Y Shimamura, H Kobayashi

    ADVANCES IN FRACTURE AND STRENGTH, PTS 1- 4   297-300   2096 - 2101   2005

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  • Passive Wireless Strain Monitoring of Tire Using Capacitance Change with Tuning Circuit

    MATSUZAKI Ryosuke, TODOROKI Akira, KOBAYASHI Hideo, SHIMAMURA Yoshinobu

    Transactions of the Japan Society of Mechanical Engineers Series B   71 ( 702 )   323 - 329   2005

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    Reliability of automobiles is increasingly demanded. To prevent burst of tires, smart tires are currently under development. Most of the smart tires have integrated or attached sensors to measure deformation or internal pressure of tires during a long period of service. The embedded sensor enables highly precise measurement of road surface friction, and the precise friction measurements make more efficient anti-lock braking system (ABS). In a previous study, the authors proposed a new wireless strain monitoring method that adopts the tire itself as a sensor, with an oscillator circuit. This method is very simple and useful, but it requires a battery to activate the oscillator circuit. In the present study, the previous method for wireless tire monitoring is improved to produce a passive wireless sensor. A specimen made from a commercially available tire is connected to a tuning circuit comprising an inductance and a capacitance as a condenser. The proposed method enables us to measure an applied strain of a specimen wirelessly, without any power supply from outside. This new passive wireless method is applied to a specimen and an applied strain is measured. As a result, the method is experimentally proved to be effective for the passive wireless strain monitoring of tires.

    DOI: 10.1299/kikaia.71.323

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  • 透過光強度変化によるGFRPの成形モニタリング

    轟章 葉名紀彦

    強化プラスチックス   51 ( 10 )   484 - 489   2005

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  • Apparent negative piezoresistivity of single-ply CFRP due to poor electrical contact of four-probe method

    A Todoroki, J Yoshida

    ADVANCES IN FRACTURE AND STRENGTH, PTS 1- 4   297-300   610 - 615   2005

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  • Extended Fractal Branch and Bound Method for Optimization of Multiple Stacking Sequences of Stiffened Composite Panel

    SEKISHIRO Masato, TODOROKI Akira

    Journal of the Japan Society for Composite Materials   31 ( 4 )   160 - 167   2005

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    A stiffened composite panel is usually adopted for a structural component of an aircraft to avoid buckling. It is well known that stacking sequence optimizations are indispensable for the laminated composite structures. For the stiffened composite panel, they usually have more than two stacking sequences because they consist of a panel skin laminate and stiffener laminates. This causes that a couple of stacking sequences should be optimized together in the structural optimization of the stiffened composite panel. Authors have proposed a new stacking sequence optimization method called fractal branch and bound method for optimizing a single laminate. In the present study, the fractal branch and bound method is extended to optimize the multiple stacking sequences. The extended method is applied to obtain two optimal stacking sequences for a maximization of buckling load of a hat-stiffened composite panel. The improved method successfully provides two optimal stacking sequences determinately in a short time.

    DOI: 10.6089/jscm.31.160

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  • Stacking-sequence Optimizations Using Fractal Branch and Bound Method with Modified Response Surface : An Investigation of Approximating Method for Design Space of High-order Coupling Flutter Problem

    HIRANO Yoshiyasu, TODOROKI Akira

    Journal of the Japan Society for Composite Materials   31 ( 6 )   258 - 267   2005

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  • Simulation of debonding for skin/stiffener composite structures

    Y Shimamura, Y Miyamoto, A Todoroki, H Kobayashi

    ADVANCED COMPOSITE MATERIALS   14 ( 1 )   63 - 81   2005

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  • Smart cure monitoring method of carbon/epoxy laminates using electric capacitance change with applied alternating current frequency

    T Inada, A Todoroki

    ADVANCES IN FRACTURE AND STRENGTH, PTS 1- 4   297-300   2903 - 2908   2005

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  • Monitoring delamination of laminated CFRP using the electric potential change method (two-stage monitoring for robust estimation)

    M Ueda, A Todoroki, Y Shimamura, H Kobayashi

    ADVANCED COMPOSITE MATERIALS   14 ( 1 )   83 - 97   2005

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  • 510 Application of Statistical Diagnostic Method Using Electrical Resistance Changes for the Damage Detection of GFRP

    TODOROKI Akira, TAKAHASHI Kosuke, IWASAKI Atsushi

    2005 ( 1 )   125 - 126   2005

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  • 508 Wireless strain sensor for CFRP laminates using oscillating frequency change

    MATSUZAKI Ryosuke, TODOROKI Akira

    2005 ( 1 )   121 - 122   2005

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  • 211 Wireless detection of internal delamination cracks for carbon/epoxy composite using electrical resistance method

    MATSUZAKI Ryosuke, TODOROKI Akira

    2005   93 - 96   2005

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    For a rotating composite component such as a helicopter blade, delamination of composite laminates causes low reliability. Since it is difficult to detect the delamination of rotating component in-service with a wired system, wireless detecting system is demanded to improve the reliability. In the present study, the wireless system for detecting the delamination is proposed. This method adopts an electrical resistance change method and an oscillating circuit to transmit the information of the delamination. Since this system uses the composite structure itself as a sensor and the oscillating circuit is very small, it is applicable for a rotating component. The electrical resistance change and oscillating frequency change due to the delamination creation is experimentally measured by using carbon/epoxy specimen. As a result, the method can successfully detect the embedded delamination and estimates the size of delamination wirelessly.

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  • Application of electric resistance change method to damage detection of CFRP bolted joints

    Y Shimamura, K Oda, A Todoroki, H Kobayashi, T Inada

    ADVANCES IN FRACTURE AND STRENGTH, PTS 1- 4   297-300   653 - 658   2005

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  • Apparent negative piezoresistivity of single-ply CFRP due to poor electrical contact of four-probe method

    A Todoroki, J Yoshida

    ADVANCES IN FRACTURE AND STRENGTH, PTS 1- 4   297-300   610 - 615   2005

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  • Smart cure monitoring method of carbon/epoxy laminates using electric capacitance change with applied alternating current frequency

    T Inada, A Todoroki

    ADVANCES IN FRACTURE AND STRENGTH, PTS 1- 4   297-300   2903 - 2908   2005

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  • Detection of matrix cracking of CFRP using electrical resistance changes

    K Omagari, A Todoroki, Y Shimamura, H Kobayashi

    ADVANCES IN FRACTURE AND STRENGTH, PTS 1- 4   297-300   2096 - 2101   2005

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  • 最適化

    轟章

    日本機械学会誌   108 ( 1041 )   606 - 607   2005

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  • CFRP構造の電気抵抗変化法によるひずみ・損傷モニタリング

    轟章

    日本複合材料学会   36 - 48   2005

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  • Stacking Sequence Optimizations using Fractal Branch and Bound Method for Unsymmetrical Laminates

    MATSUZAKI Ryosuke, TODOROKI Akira

    Transactions of the Japan Society of Mechanical Engineers Series B   71 ( 710 )   1348 - 1355   2005

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    Fractal branch-and-bound method has been developed by the authors for the optimization of stacking sequences of symmetric and balanced composite laminates that has two in-plane and two out-of-plane lamination parameters. In the present study, a stacking sequence optimization of an unsymmetrical composite laminate is examined. In the unsymmetrical laminates, nine lamination parameters including three coupling lamination parameters are not zero. Using tetrahedral fractal patterns of feasible laminates of in in-plane and out-of-plane lamination parameter coordinates, and a tetradecahedron fractal pattern of a coupling lamination parameter coordinates, fractal branch-and-bound method is applied to optimize the stacking sequence of unsymmetrical laminates. This new method is applied to a stacking sequence optimization problem of a maximization of buckling load of cylindrical shell structure. As a result, the method is successfully applied, and the practical optimal stacking sequence is obtained.

    DOI: 10.1299/kikaia.71.1348

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  • 実用例紹介2:ロードセルを用いたジェットファンのモニタリングシステム

    田中大輔, 稲垣晃, 轟章, 岩崎篤

    日本機械学会   04-107   58 - 59   2005

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  • Wireless Detection of Internal Delamination Cracks for Carbon/Epoxy Composite Using Electrical Resistance Method and Oscillating Frequency Change

    MATSUZAKI Ryosuke, TODOROKI Akira

    Transactions of the Japan Society of Mechanical Engineers Series B   71 ( 703 )   528 - 535   2005

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    For a rotating composite component such as a helicopter blade, delamination of composite laminates causes low reliability. Since it is difficult to detect the delamination of rotating component in-service with a wired system, wireless detecting system is demanded to improve the reliability. In the present study, the wireless system for detecting the delamination is proposed. This method adopts an electrical resistance change method and an oscillating circuit to transmit the information of the delamination. The electrical resistance change in the composite component due to the delamination creation causes the oscillating frequency change. This frequency change can be measured wirelessly. Since this system uses the composite structure itself as a sensor and the oscillating circuit is very small, it is applicable to a rotating component. The electrical resistance change and oscillating frequency change due to the delamination creation is experimentally measured by using carbon/epoxy specimen. Also the effect of temperature change is measured. As a result, the method can successfully detect the embedded delamination and estimates the size of delamination wirelessly, and the effect of the temperature change is minimized by using temperature compensation.

    DOI: 10.1299/kikaia.71.528

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  • Passive Wireless Strain Monitoring of Actual Tire using Tuning Circuit and Spectral Features

    MATSUZAKI Ryosuke, TODOROKI Akira

    Transactions of the Japan Society of Mechanical Engineers Series B   71 ( 711 )   1587 - 1594   2005

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    To improve the reliability of automobile tires and anti-lock braking system (ABS), smart tires that measure strain of tires are increasingly demanded. The high stiffness of an embedded sensor like a strain gage, however, causes debonding of sensors from tire rubber. In a previous study, the authors proposed a tire strain monitoring method that adopts the tire itself as a sensor with a tuning circuit.Since the deformation of a rectangular specimen used, however, is different from that of an actual tire, the tuning frequency does not change linearly with the strain change of an actual tire. In the present study, the monitoring system with a tuning circuit is applied to an actual radial tire using spectral features of peak spectrum and quality factor as well as tuning frequency to improve the accuracy of strain estimation. As a result, the method is experimentally proved to be effective for the passive wireless strain monitoring of actual radial tires.

    DOI: 10.1299/kikaia.71.1587

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  • 電気抵抗変化によるひずみ/損傷モニタリング

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    日本機械学会   04-107   33 - 35   2005

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  • 平成16年度先進複合材料構造の確率論的設計解析手法に関する調査研究

    轟章

    日本複合材料学会   P3-5~P3-41   2005

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  • 学習データ利用の損傷/異常同定

    轟章

    日本機械学会   04-107   44 - 48   2005

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  • システムインテグレーション

    轟章

    日本機械学会   04-107   36 - 38   2005

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  • An unsupervised statistical damage detection method for structural health monitoring (applied to detection of delamination of a composite beam)

    A Iwasaki, A Todoroki, Y Shimamura, H Kobayashi

    SMART MATERIALS & STRUCTURES   13 ( 5 )   N80 - N85   2004.10

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  • Electrical resistance change of unidirectional CFRP due to applied load

    A Todoroki, J Yoshida

    JSME INTERNATIONAL JOURNAL SERIES A-SOLID MECHANICS AND MATERIAL ENGINEERING   47 ( 3 )   357 - 364   2004.7

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  • Electrical resistance change of unidirectional CFRP due to applied load

    A Todoroki, J Yoshida

    JSME INTERNATIONAL JOURNAL SERIES A-SOLID MECHANICS AND MATERIAL ENGINEERING   47 ( 3 )   357 - 364   2004.7

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  • Design of experiments for stacking sequence optimizations with genetic algorithm using response surface approximation

    A Todoroki, T Ishikawa

    COMPOSITE STRUCTURES   64 ( 3-4 )   349 - 357   2004.6

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  • Damage Monitoring of CFRP Laminate using Electric Resistance Change Method with Flexible Substrate Electrode

    HIRANO Yoshiyasu, WATANABE Ryo, TODOROKI Akira

    2004   125 - 126   2004.5

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  • Multi-prove electric potential change method for delamination monitoring of graphite/epoxy composite plates using normalized response surfaces

    A Todoroki, Y Tanaka, Y Shimamura

    COMPOSITES SCIENCE AND TECHNOLOGY   64 ( 5 )   749 - 758   2004.4

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  • Fracture monitoring system of sewer pipe with composite fracture sensors via the Internet

    A Todoroki, Y Takeuchi, Y Shimamura, A Iwasaki, T Sugiya

    STRUCTURAL HEALTH MONITORING   3 ( 1 )   5 - 17   2004.3

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  • Improved fractal branch and bound method for stacking-sequence optimizations of laminates

    A Todoroki, Y Terada

    AIAA JOURNAL   42 ( 1 )   141 - 148   2004.1

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  • Improved fractal branch and bound method for stacking-sequence optimizations of laminates

    A Todoroki, Y Terada

    AIAA JOURNAL   42 ( 1 )   141 - 148   2004.1

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  • 実用化を目指す構造ヘルスモニタリング

    轟章

    機械の研究   56 ( 2 )   227 - 235   2004

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  • Passive Wireless Strain Monitoring of Tire Using Capacitance and Electromagnetic Induction Change

    MATSUZAKI Ryosuke, TODOROKI Akira, KOBAYASHI Hideo, SHIMAMURA Yoshinobu

    Journal of the Japan Society for Composite Materials   30 ( 4 )   157 - 164   2004

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    Strain monitoring of automobile tires in-service is quite effective for improving the reliability of tires and ABS (Anti-lock Braking System). In a previous study, the authors proposed a new wireless strain monitoring method which is adopted in the tire itself as a sensor with an oscillator circuit. This method is simple and useful, but it requires a battery to activate the oscillator circuit. In the present study, a new passive wireless strain measurement system utilizing capacitance change of tires is proposed and experimentally investigated. The system consists of external antennas and strain sensor with an inductance-capacitance (LC) resonant circuit. The wireless system utilizes electromagnetic coupling between two inductors of the antenna and the sensor. This method enables us to use a part of an actual tire as a capacitor of the LC circuit. Deformation of the tire causes a resonant frequency change of the sensor. This resonant frequency change is measured as a change in the phase angle of the antenna by using electromagnetic induction. Tensile tests are performed and the phase angles are simultaneously measured. As a result, the method is experimentally shown to be effective as a passive wireless strain monitoring of tires.

    DOI: 10.6089/jscm.30.157

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  • Matrix cracking detection of CFRP using electric resistance changes

    Kazuomi Omagari, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    Zairyo/Journal of the Society of Materials Science, Japan   53 ( 9 )   962 - 966   2004

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    Language:Japanese   Publisher:Society of Materials Science Japan  

    DOI: 10.2472/jsms.53.962

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  • Electric resistance change method for cure/strain/darnage monitoring of CFRP laminates

    A Todoroki

    ADVANCES IN NONDESTRUCTIVE EVALUATION, PT 1-3   270-273   1812 - 1820   2004

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  • Monitoring of Delamination of Laminated CFRP with Electric Voltage Method : Application of Standardization Method and Effect of Shape of Delamination Crack

    UEDA Masahito, TODOROKI Akira, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    Journal of the Japan Society for Composite Materials   30 ( 4 )   135 - 141   2004

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    Monitoring of delamination is indispensable for CFRP structures. In authors' previous studies, the delamination can be monitored with electric resistance change method. This method provided excellent performance of estimations. However, the method requires complicated electric circuits and uses a two-probe method: electrical resistance at electrodes has significant effect. To resolve these problems, an electrical voltage change method is adopted in the present study. Since the electrical voltage change method provides poor performance of estimations in our previous study, the present study employs a standardization method that has shown significant improvement of estimations for the electrical resistance change method. Moreover, the effect of zigzag shape of delaminations caused by the matrix cracking on the performance of estimations is investigated using FEM analyses. As a result, the electrical voltage change method shows good performance of estimations for delaminations located near the edges of the specimen and poor performance near the middle of the specimen. The zigzag shape has large effect on the performance of estimations when the delamination locates near the middle of the specimen. FEM analyses show the small electrical current through the thickness direction near the middle of the specimen causes these effects on the performance of estimations.

    DOI: 10.6089/jscm.30.135

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  • Monitoring delamination of laminated CFRP using the electric potential change method: Application of normalization method and the effect of the shape of a delamination crack

    M Ueda, A Todoroki, Y Shimamura, H Kobayashi

    ADVANCED COMPOSITE MATERIALS   13 ( 3-4 )   311 - 324   2004

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  • Wireless Strain Monitoring of Tire Using Capacitance Change with Oscillator

    MATSUZAKI Ryosuke, TODOROKI Akira, KOBAYASHI Hideo, SHIMAMURA Yoshinobu

    Journal of the Japan Society for Composite Materials   30 ( 2 )   55 - 62   2004

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    The strain monitoring of automobile tires in-service is quite effective to improve reliability of tires and design tools. The conventional strain gages are cumbersome for the strain measurement of the tires because of their high stiffness and lead wire requirement. In the present study, a new strain measurement system utilize electric capacitance change of steel wire reinforced, low cost wireless sensor built-in tires is proposed and experimentally investigated. A small oscillating circuit in which the capacitor is composed with the rubber and the wire is embedded in the tire, then deformation of the tire causes change of the capacitance makes change of frequency. Measurement of the frequency enables us a remote measuring of the strain of the tire. A rectangular specimen cut from a truck tire is adopted as a specimen. Using the commercially available tire in which sensor embedded, dynamic test is performed and frequency change of the oscillating circuit is measured during the test. As a result, the method is experimentally proved to be effective for the wireless strain monitoring of tires.

    DOI: 10.6089/jscm.30.55

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  • Effect of fiber volume fraction on monitoring delamination of CFRP laminates with electric resistance change method

    M Ueda, A Todoroki, Y Shimamura

    ADVANCES IN NONDESTRUCTIVE EVALUATION, PT 1-3   270-273   1935 - 1942   2004

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  • Detection of Matrix Cracking of CFRP using Electrical Resistance CHanges

    Kazuomi Omagari, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    Abstract of Asian Pacific Conference for Fractre and Strengt   352 - 353   2004

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  • Automatic Damge Diagnosis of Existing Civil Structure using Statistical Method

    A.Iwasaki, H.Kuwahara, A.Todoroki, T.Sugiya

    Proceedings of the Second European Workshop Structural Health Monitoring 2004   703 - 710   2004

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  • Delamination Identiofication of CFRP Laminate using Kriging Interpolation Method

    A.Iwasaki, A.Todoroki, S.Sakai

    Proceedings of the Second European Workshop Structural Health Monitoring 2004   730 - 737   2004

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  • Damage diagnosis for SHM of existing civil structure with statistical diagnostic method

    A Iwasaki, A Todoroki, T Sugiya, S Sakai

    HEALTH MONITORING AND SMART NONDESTRUCTIVE EVALUATION OF STRUCTURAL AND BIOLOGICAL SYSTEM III   5394   411 - 418   2004

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  • Novel zooming method for delamination monitoring of CFRP laminates using electrical potential change

    M Ueda, A Todoroki, Y Shimamura, H Kobayashi

    NONDESTRUCTIVE EVALUATION AND HEALTH MONITORING OF AEROSPACE MATERIALS AND COMPOSITES III   5393   1 - 8   2004

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  • Damage Monitoring of Woven CFRP Laminates using Electrical Resistance Change

    Y.Hirano, A.Todoroki

    Proceedings of the Second European Workshop Structural Health Monitoring 2004   925 - 932   2004

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  • 電気抵抗変化法によるCFRP積層板のはく離モニタリングでの電気抵抗減少メカニズム

    平野義鎭, 渡邊亮 轟章

    M&M2004材料力学カンファレンス講演論文集   04-6   297 - 298   2004

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  • Delamination monitoring of CFRP laminates using electrical potential method

    Masahito Ueda, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    The Fourth Asian-Australasian Conference on Composite Materials (ACCM-4)   CD-ROM   A803   2004

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  • Passive wireless strain monitoring of tire using capacitance change

    R Matsuzaki, A Todoroki

    HEALTH MONITORING AND SMART NONDESTRUCTIVE EVALUATION OF STRUCTURAL AND BIOLOGICAL SYSTEM III   5394   239 - 247   2004

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  • スマートタイヤ用無線パッシブひずみモニタリング

    松崎亮介

    M&M2004材料力学カンファレンス講演論文集   04-6   311 - 312   2004

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  • Identification of Matrix Crack of CFRP Cross-ply Laminates by Electric Resistance Change Using Multiple electrodes

    OMAGARI Kazuomi, TODOROKI Akira, KOBAYASHI Hideo, SHIMAMURA Yoshinobu

    Proceedings of the 1992 Annual Meeting of JSME/MMD   04-6   315 - 316   2004

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    DOI: 10.1299/jsmezairiki.2004.0_315

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  • サポートベクトルマシンを用いた層間はく離同定法の検討

    岩崎篤, 佐野孝浩, 轟章 酒井信介

    M&M2004材料力学カンファレンス講演論文集   04-6   287 - 288   2004

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  • Structural Health Monitoring of Existing Structure using Automatic Statistical diagnostic Method

    IWASAKI Atsushi, KUWAHARA Hidetake, TODOROKI Akira, SUGIYA Tsuneya

    Proceedings of the 1992 Annual Meeting of JSME/MMD   04-6   289 - 290   2004

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    This research is about a statistical diagnostic method for the structural health monitoring which is applicable to existing structures from the present moment. In this method, structural condition is statistically diagnosed by the change of the response surface. The response surface is a regression model of sensor's outputs. The change of the response surface is statistically tested with the F-test. In the F-test, a threshold of normal or fault condition is simply investigated with a theoretical F-probability distribution. Therefore, this diagnostic method only requires data of intact condition and does not require the complicated modeling and information of fault condition. To confirm the effectiveness of the presented method, the health monitoring of jet fans is conducted. In this study, load cells are mounted to a supporting system of the jet fan. The response surface is calculated from time-series load data measured by the load cells. As a result, the structural condition of the jet fan is successfully diagnosed.

    DOI: 10.1299/jsmezairiki.2004.0_289

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  • スマートタイヤ用無電源無線ひずみモニタリング

    松崎亮介

    日本複合材料学会2004年度研究発表講演会予稿集   137 - 138   2004

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  • LED埋込みによる透過光強度変化を用いたGFRPの硬化モニタリング

    轟章 葉名紀彦

    日本複合材料学会2004年度研究発表講演会予稿集   151 - 152   2004

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  • 織物CFRPの電気抵抗変化法によるはく離モニタリング

    平野義鎭

    M&M2004材料力学カンファレンス講演論文集   04-6   293 - 294   2004

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  • 電位差法を用いたCFRP積層板のはく離モニタリング

    上田政人, 轟章, 島村佳伸, 小林英男

    M&M2004材料力学カンファレンス講演論文集   04-6   295 - 296   2004

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  • 電気抵抗変化を用いたCFRP直交積層板のマトリックス割れ検知

    小曲一臣, 轟章, 島村佳伸, 小林英男

    日本複合材料学会2004年度研究発表講演会予稿集   129 - 130   2004

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  • 電位差法を用いたCFRP積層板はく離検出のための等価導電率の検討

    上田政人, 轟章, 島村佳伸, 小林英男

    日本複合材料学会2004年度研究発表講演会予稿集   131 - 132   2004

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  • フラクタル分枝限定法によるSST複合材料主翼の積層構成最適化

    平野義鎭

    日本複合材料学会2004年度研究発表講演会予稿集   107 - 108   2004

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  • フレキシブル基盤電極による電気抵抗変化法を用いたCFRP積層板損傷モニタリング

    平野義鎭, 渡邊亮 轟章

    日本複合材料学会2004年度研究発表講演会予稿集   107 - 108   2004

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  • Minimum Weight Design of Stiffened Composite Panels using Fractal Branch and Bound Method

    M. Sekishino, A. Todoroki

    Proceedings of the 29th Symposium on Composite Materials   81 - 82   2004

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  • Luminance change method for cure monitoring of polyester-based composites

    Akira Todoroki, Norihiko Hana

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Fab2-1 - Fab2-4   2004

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  • 電気抵抗変化と発振周波数変化を用いたCFRP積層板の無線はく離検出

    松崎亮介

    第29回複合材料シンポジウム講演要旨集   61 - 62   2004

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  • New Electrical Resistance Change Method for Delamination Monitoring (Reduction of NUmber of Experiments)

    Akira Todoroki, Masahito Ueda

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Damage12-1 - Damage12-4   2004

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  • Effect of thickness of 90-plies on Detection of Matrix Cracking of CFRP using Electrical Resistanxce Changes

    Kazuomi Omagari, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Damage14-1 - Damage14-4   2004

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  • Delamination Monitoring of CFRP Laminates using Electric Potential Method

    M.Ueda A.Todoroki, Y.Shimamura, H.Kobayashi

    Proceedings of the Fifth Joint Canada-Japan Workshop on Composites   399 - 407   2004

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  • Damage Monitoring of Fabric Graphite/Epoxy Laminated Composites Using Electrical Resistance Change

    Yoshiyasu Hirano, Akira Todoroki

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Damage18-1 - Damage18-4   2004

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  • Optimizations of Multiple Laminates for Stiffened Composite Panel Using Fractal Branch and Bound Method

    Akira Todoroki, Masato Sekishiro

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Model2-1 - Model2-4   2004

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  • Delamination Monitoring of CFRP Laminates Using Electric Potential CHange Method

    Masahito Ueda, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Damage16-1 - Damage16-4   2004

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  • Passive wireless strain monitoring of tire using electromagnetic induction

    Ryosuke Matsuzaki Akira Todoroki

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Damage17-1 - Damage17-4   2004

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  • Stacking-Sequence Optimization of Composite Laminates for Maximization of Panel Flutter Speed

    Y.Hirano, A.Todoroki

    Proceedings of the Fifth Joint Canada-Japan Workshop on Composites   181 - 190   2004

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  • Passive Wireless Strain Monitoring of Tire using Capacitance and Electromagnetic Induction Change

    R.Matsuzaki, A.Todoroki

    Proceedings of the Fifth Joint Canada-Japan Workshop on Composites   381 - 388   2004

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  • 透過光強度変化を用いたGFRPのヘルスモニタリング

    轟章 葉名紀彦

    2004年度年次大会講演資料集   04-1 ( 6 )   257 - 258   2004

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  • フラクタル分枝限定法を用いた補強板パネルの最適設計

    轟章 関城正登

    2004年度年次大会講演資料集   04-1 ( 7 )   233 - 234   2004

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  • Passive Wireless Strain Monitoring using Capacitance Change for Smart Tire

    R.Mtsuzaki, A.Todoroki

    Proceedings of the Second European Workshop Structural Health Monitoring 2004   1132 - 1139   2004

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  • フラクタル分枝限定法による積層構成最適化

    轟章

    2004年度年次大会講演資料集   04-1 ( 8 )   71 - 72   2004

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  • 電気抵抗変化法を用いた擬似等方性CFRP積層板のはく離モニタリング

    平野義鎭, 渡邊亮 轟章

    2004年度年次大会講演資料集   04-1 ( 6 )   243 - 244   2004

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  • 多電極を用いた電気抵抗変化によるCFRPマトリックス割れ検知

    小曲一臣, 轟章, 島村佳伸, 小林英男

    2004年度年次大会講演資料集   04-1 ( 6 )   245 - 246   2004

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  • Experimental Cost Reduction for Delamination Monitoring of CFRP Beam using Electrical Resistance Change with Neural Network

    2004年度年次大会講演資料集   04-1 ( 8 )   309 - 310   2004

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  • Health Monitoring of Jet Fan using Unsupervised Diagnostic Method

    IWASAKI Atsushi, KUWAHARA Hidetake, TODOROKI Akira, SUGIYA Tsuneya

    The proceedings of the JSME annual meeting   04-1 ( 6 )   241 - 242   2004

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    This research is about a statistical diagnostic method for the structural health monitoring which is applicable to existing structures from the present moment. In this method, structural condition is statistically diagnosed by the change of the response surface. The response surface is a regression model of sensor's outputs. The change of the response surface is statistically tested with the F-test. In the F-test, a threshold of normal or fault condition is simply investigated with a theoretical F-probability distribution. Therefore, this diagnostic method only requires data of intact condition and does not require the complicated modeling and information of fault condition. To confirm the effectiveness of the presented method, the health monitoring of jet fans is conducted. In this study, load cells are mounted to a supporting system of the jet fan. The response surface is calculated from time-series load data measured by the load cells. As a result, the structural condition of the jet fan is successfully diagnosed.

    DOI: 10.1299/jsmemecjo.2004.6.0_241

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  • Identifying delamination in cross-ply and quasi-isotropic beams of CFRP by a standardized electrical resistance method

    A Todoroki, Y Tanaka, Y Shimamura

    POLYMERS & POLYMER COMPOSITES   12 ( 1 )   75 - 85   2004

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  • Delarnination identification of CFRP structure by discriminant analysis using Mahalanobis Distance

    A Iwasaki, A Todoroki

    ADVANCES IN NONDESTRUCTIVE EVALUATION, PT 1-3   270-273   1859 - 1865   2004

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  • Unsupervised structural damage diagnosis based on change of response surface using statistical tool (Application to damage detection of composite structure)

    Atsushi Iwasaki, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    JSME International Journal, Series A: Solid Mechanics and Material Engineering   47 ( 1 )   1 - 7   2004

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    DOI: 10.1299/jsmea.47.1

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  • Detection of Matrix Cracking of CFRP using Electrical Resistance CHanges

    Kazuomi Omagari, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    Abstract of Asian Pacific Conference for Fractre and Strengt   352 - 353   2004

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  • フラクタル分枝限定法を用いた基底繊維配向角最適化 (超音速機翼構造への適用)

    平野義鎭

    第17回計算力学講演会講演論文集   04-40   115 - 116   2004

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  • Damage monitoring of Al2O3/epoxy laminates with luminance change of transmitted light from EL device

    A Todoroki, Y Shimamura, Y Tanaka

    SCIENCE AND ENGINEERING OF COMPOSITE MATERIALS   11 ( 2-3 )   111 - 121   2004

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  • Stacking sequence optimizations for composite laminates using fractal branch and bound method: Application for supersonic panel flutter problem with buckling load condition

    Y Hirano, A Todoroki

    ADVANCED COMPOSITE MATERIALS   13 ( 2 )   89 - 106   2004

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  • Effects with a matrix crack on monitoring by electrical resistance method

    A Todoroki, M Tanaka, Y Shimamura, H Kobayashi

    ADVANCED COMPOSITE MATERIALS   13 ( 2 )   107 - 120   2004

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  • Smart Cure Monitoring Method of Carbon/Epoxy Laminates using Electric Capatance Change with Applied Alternating Current Frequency

    Takaomi Inada, Akira Todoroki

    Abstract of Asian Pacific Conference for Fractre and Strength   219   2004

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  • 透過光強度変化によるGFRPの成形モニタリング

    轟章 葉名紀彦

    強化プラスチック協会49thFRP CONEX 2004講演論文集   17 - 19   2004

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  • Apparent negative piezoresistivity of single-ply CFRP due to Poor Electric Contact of Four-probe Method

    Akira Todoroki, Junji Yoshida

    Abstract of Asian Pacific Conference for Fractre and Strength   167 - 168   2004

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  • 擬似等方厚板CFRPの損傷モニタリングへの規格化電気抵抗変化方の適用

    平野義鎭, 渡邊亮 轟章

    第29回複合材料シンポジウム講演要旨集   115 - 116   2004

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  • フラクタル分枝限定法によるフラッタ速度向上の積層構成最適化-台形パネルフラッタ問題への適用

    平野義鎭

    第29回複合材料シンポジウム講演要旨集   119 - 120   2004

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  • Effect of Surface rughness on strength of CFRP/Aluminum Joints

    Ryosuke Matsuzaki Motoko Shibata Akira Todoroki

    Proceedings of the 29th Symposium on Composite Materials   83 - 84   2004

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  • 電位差法によるCFRP積層板のはく離検出

    上田政人, 轟章, 島村佳伸, 小林英男

    第29回複合材料シンポジウム講演要旨集   113 - 114   2004

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  • 統計的無学習損傷診断法による既存構造の異常診断(ジェットファンへの適用)

    岩崎篤, 轟章, 杉谷恒也, 酒井信介

    平成16年度土木学会全国大会第59回年次学術講演会講演論文集   CD-ROM   1 - 602   2004

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  • オブジェクト指向による複合材料設計

    轟章

    設計工学   39 ( 11 )   612 - 618   2004

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  • LED埋め込みによる透過光強度変化を用いたGFRPのひずみモニタリング

    轟章 葉名紀彦

    第29回複合材料シンポジウム講演要旨集   127 - 128   2004

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  • 極低温環境下における電気抵抗変化法によるCFRPのマトリックス割れ検知

    小曲一臣, 轟章, 島村佳伸, 小林英男

    第29回複合材料シンポジウム講演要旨集   135 - 136   2004

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  • Optimizations of Multiple Laminates for Stiffened Composite Panel Using Fractal Branch and Bound Method

    Akira Todoroki, Masato Sekishiro

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Model2-1 - Model2-4   2004

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  • Luminance change method for cure monitoring of polyester-based composites

    Akira Todoroki, Norihiko Hana

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Fab2-1 - Fab2-4   2004

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  • Passive wireless strain monitoring of tire using electromagnetic induction

    Ryosuke Matsuzaki Akira Todoroki

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Damage17-1 - Damage17-4   2004

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  • Damage Monitoring of Fabric Graphite/Epoxy Laminated Composites Using Electrical Resistance Change

    Yoshiyasu Hirano, Akira Todoroki

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Damage18-1 - Damage18-4   2004

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  • Apparent negative piezoresistivity of single-ply CFRP due to Poor Electric Contact of Four-probe Method

    Akira Todoroki, Junji Yoshida

    Abstract of Asian Pacific Conference for Fractre and Strength   167 - 168   2004

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  • Smart Cure Monitoring Method of Carbon/Epoxy Laminates using Electric Capatance Change with Applied Alternating Current Frequency

    Takaomi Inada, Akira Todoroki

    Abstract of Asian Pacific Conference for Fractre and Strength   219   2004

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  • Minimum Weight Design of Stiffened Composite Panels using Fractal Branch and Bound Method

    M. Sekishino, A. Todoroki

    Proceedings of the 29th Symposium on Composite Materials   81 - 82   2004

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  • Effect of Surface rughness on strength of CFRP/Aluminum Joints

    Ryosuke Matsuzaki Motoko Shibata Akira Todoroki

    Proceedings of the 29th Symposium on Composite Materials   83 - 84   2004

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  • Delamination Monitoring of CFRP Laminates Using Electric Potential CHange Method

    Masahito Ueda, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Damage16-1 - Damage16-4   2004

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  • New Electrical Resistance Change Method for Delamination Monitoring (Reduction of NUmber of Experiments)

    Akira Todoroki, Masahito Ueda

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Damage12-1 - Damage12-4   2004

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  • Effect of thickness of 90-plies on Detection of Matrix Cracking of CFRP using Electrical Resistanxce Changes

    Kazuomi Omagari, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    Extended abstract booklet of the 11th US-Japan Conference on Composite Materials   Damage14-1 - Damage14-4   2004

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  • Delamination Identiofication of CFRP Laminate using Kriging Interpolation Method

    A.Iwasaki, A.Todoroki, S.Sakai

    Proceedings of the Second European Workshop Structural Health Monitoring 2004   730 - 737   2004

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  • Damage Monitoring of Woven CFRP Laminates using Electrical Resistance Change

    Y.Hirano, A.Todoroki

    Proceedings of the Second European Workshop Structural Health Monitoring 2004   925 - 932   2004

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  • Delamination monitoring of CFRP laminates using electrical potential method

    Masahito Ueda, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    The Fourth Asian-Australasian Conference on Composite Materials (ACCM-4)   CD-ROM   A803   2004

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  • Automatic Damge Diagnosis of Existing Civil Structure using Statistical Method

    A.Iwasaki, H.Kuwahara, A.Todoroki, T.Sugiya

    Proceedings of the Second European Workshop Structural Health Monitoring 2004   703 - 710   2004

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  • Passive Wireless Strain Monitoring of Tire using Capacitance and Electromagnetic Induction Change

    R.Matsuzaki, A.Todoroki

    Proceedings of the Fifth Joint Canada-Japan Workshop on Composites   381 - 388   2004

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  • Delamination Monitoring of CFRP Laminates using Electric Potential Method

    M.Ueda A.Todoroki, Y.Shimamura, H.Kobayashi

    Proceedings of the Fifth Joint Canada-Japan Workshop on Composites   399 - 407   2004

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  • Passive Wireless Strain Monitoring using Capacitance Change for Smart Tire

    R.Mtsuzaki, A.Todoroki

    Proceedings of the Second European Workshop Structural Health Monitoring 2004   1132 - 1139   2004

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  • Stacking-Sequence Optimization of Composite Laminates for Maximization of Panel Flutter Speed

    Y.Hirano, A.Todoroki

    Proceedings of the Fifth Joint Canada-Japan Workshop on Composites   181 - 190   2004

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  • 改善電極による電気抵抗変化法を用いたCFRP積層板損傷モニタリング

    平野義鎭, 渡邊亮 轟章

    日本材料学会第33回FRPシンポジウム講演論文集   299 - 301   2004

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  • 透過光強度変化を用いたGFRPの硬化モニタリング

    轟章 葉名紀彦

    日本材料学会第33回FRPシンポジウム講演論文集   302 - 304   2004

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  • 電気抵抗変化によるCFRP直交積層板のマトリックス割れ同定

    轟章 小曲一臣

    日本材料学会第33回FRPシンポジウム講演論文集   2004

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  • タイヤ用無電源無線ひずみモニタリング

    轟章 松崎亮介

    日本材料学会第33回FRPシンポジウム講演論文集   2004

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  • フラクタル分枝限定法と反復計算を用いた複数積層構成最適化手法の開発

    轟章 関城正登

    日本複合材料学会2004年度研究発表講演会予稿集   105 - 106   2004

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  • インターネット利用構造損傷モニタリングシステム

    岩崎篤 轟章

    検査技術   9 ( 5 )   1 - 12   2004

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  • Structural Health Monitorig System with Internet Monitoring Terminal and Statistical Damage Diagnosis

    Atsushi Iwasaki, Akira Todoroki

    The 3rd International Symposium on Smart Materials and Systems, NIMS&RIIST   15 - 20   2004

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  • フラクタル分枝限定法によるハット型補強パネルの複数積層構成最適化

    轟章 関城正登

    日本材料学会第33回FRPシンポジウム講演論文集   2004

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  • フラクタル分枝限定法による複合材料デルタ翼フラッタ性能向上の積層構成最適化

    平野義鎭

    日本材料学会第33回FRPシンポジウム講演論文集   2004

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  • 統計的異常診断法による学習不要構造ヘルスモニタリング

    岩崎篤, 桑原秀剛, 轟章 杉谷恒也

    日本機械学会関東支部総会講演会講演論文集   040-1   207 - 208   2004

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  • Damage monitoring of Al2O3/epoxy laminates with luminance change of transmitted light from EL device

    A Todoroki, Y Shimamura, Y Tanaka

    SCIENCE AND ENGINEERING OF COMPOSITE MATERIALS   11 ( 2-3 )   111 - 121   2004

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  • Electric Resistance Change Method for Cure /Strain/Damage Monitoring of CFRP Laminates

    AKIRA TODOROKI

    Key Engineering Materials   270-273   1812 - 1820   2004

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  • Effects with a matrix crack on monitoring by electrical resistance method

    A Todoroki, M Tanaka, Y Shimamura, H Kobayashi

    ADVANCED COMPOSITE MATERIALS   13 ( 2 )   107 - 120   2004

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  • 透過光強度変化を用いたポリエステル樹脂の硬化モニタリング

    轟章 葉名紀彦

    日本機械学会関東支部総会講演会講演論文集   040-1   203 - 204   2004

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  • タイヤの電気容量と同調周波数変化を用いたひずみ無線パッシブモニタリング

    松崎亮介, 轟章, 島村佳伸, 小林英男

    日本機械学会関東支部総会講演会講演論文集   040-1   205 - 206   2004

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  • Effect of Fiber Volume Fraction on Monitoring Delamination of CFRP Laminates with Electric Resistance Change Method

    Masahito Ueda, Akira Todoroki, Yoshinobu Shimamura

    Key Engineering Materials   270-273   1935 - 1942   2004

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  • ロードセルを用いたジェットファンのモニタリングシステム

    田中大輔, 稲垣晃, 轟章 岩崎篤

    日本機械学会関東支部総会講演会講演論文集   040-1   47 - 48   2004

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  • Delamination Identification of CFRP Structure by Discriminant Analysis Using Mahalanobis Distance

    Atsushi Iwasaki, Akira Todoroki

    Key Engineering Materials   270-273   1859 - 1865   2004

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  • Unsupervised structural damage diagnosis based on change of response surface using statistical tool (Application to damage detection of composite structure)

    Atsushi Iwasaki, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    JSME International Journal, Series A: Solid Mechanics and Material Engineering   47 ( 1 )   1 - 7   2004

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    DOI: 10.1299/jsmea.47.1

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  • Structural Health Monitorig System with Internet Monitoring Terminal and Statistical Damage Diagnosis

    Atsushi Iwasaki, Akira Todoroki

    The 3rd International Symposium on Smart Materials and Systems, NIMS&RIIST   15 - 20   2004

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  • チャープ信号を励起源とするラム波を用いた薄板構造物の検査法の検討 (日本実験力学会2004年度年次講演会) -- (破壊力学・非破壊評価)

    井ノ川 智史, 水谷 義弘, 轟 章

    日本実験力学会講演論文集   ( 4 )   171 - 174   2004

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  • High performance estimations of delamination of graphite/epoxy laminates with electric resistance change method

    A Todoroki, M Tanaka, Y Shimamura

    COMPOSITES SCIENCE AND TECHNOLOGY   63 ( 13 )   1911 - 1920   2003.10

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  • Wireless strain monitoring using electrical capacitance change of tire: part I - with oscillating circuit

    A Todoroki, S Miyatani, Y Shimamura

    SMART MATERIALS & STRUCTURES   12 ( 3 )   403 - 409   2003.6

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  • Wireless strain monitoring using electrical capacitance change of tire: part II - passive

    A Todoroki, S Miyatani, Y Shimamura

    SMART MATERIALS & STRUCTURES   12 ( 3 )   410 - 416   2003.6

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  • 電気抵抗変化法による織物積層板の層間はく離同定

    轟章 尾田佳子, 岩崎篤, 平野義鎭

    日本複合材料学会研究発表講演会予稿集   51 - 52   2003

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  • Stacking sequence optimizations using GA with zoomed response surface on lamination parameters

    Akira Todoroki, Masafumi Sasai

    Advanced Composite Materials: The Official Journal of the Japan Society of Composite Materials   11 ( 3 )   299 - 318   2003

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  • Remote Smart Damage Detection via Internet with Unsupervised Statistical Diagnosis

    Atsushi Iwasaki Akira Todoroki, Tsuneya Sugiya

    Solid Mechanics and Its Applications   106   157 - 166   2003

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  • Stacking Sequence Optimization of Composite to Improve Panel Flutter at Supersonic Flow Using Fractal Branch and Bound Method

    TODOROKI A.

    Transactions of The Japan Society of Mechanical Engineers, Series A   69   239 - 244   2003

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  • Wireless strain monitoring of tires using electric capacitance changes

    Akira Todoroki Ryuusuke, Matsuzaki Yoshinobu Shimamura

    Proceedings of ATEM03, International Conference on Advanced Technology in Experimental Mechanics 2003   03-207 ( CDROM )   OS09W0059   2003

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  • Piezoresistivity measurement of CFRP for reliable gage factor

    Akira Todoroki, Jyunji Yoshida Yoshinobu Shimamura

    Proceedings of ATEM03, International Conference on Advanced Technology in Experimental Mechanics 2003   03-207 ( CDROM )   OS09W0063   2003

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  • Fractal branch and bound method for stacking sequence optimization of composite laminates

    Akira Todoroki, Yuuichirou Terada

    2003 Kore-Japan Joint Workshop on Design and Analysis of Aerospace and Composite Structures   1 - 14   2003

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  • Matrix crack detections of CFRP using electric resistance changes

    Akira Todoroki, Kazuomi Omagari, Yoshinobu Shimamura

    Proceedings of ATEM03, International Conference on Advanced Technology in Experimental Mechanics 2003   03-207 ( CDROM )   OS09W0053   2003

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  • Stacking sequence optimizations using modified global response surface in lamination parameters

    A Todoroki, K Suenaga, Y Shimamura

    ADVANCED COMPOSITE MATERIALS   12 ( 1 )   35 - 55   2003

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  • Stacking sequence optimizations using GA with zoomed response surface on lamination parameters

    A Todoroki, M Sasai

    ADVANCED COMPOSITE MATERIALS   11 ( 3 )   299 - 318   2003

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  • Structural Fracture Monitoring with Fracture Sensors Made from Composites via the Internet

    TODOROKI Akira, TAKEUCHI Yusuke, SHIMAMURA Yoshinobu, IWASAKI Atsushi, SUGIYA Tsuneya

    Transactions of the Japan Society of Mechanical Engineers Series B   69 ( 686 )   1429 - 1434   2003

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    Seismic damage is significant for civil structures like bridges, highways, gas pipelines, water pipe lines and sewer pipelines. Sewer pipeline breakage is reported in some earthquakes. It is important to know damage state of the sewer pipelines suffered from earthquakes even though the recover of the sewer pipelines are not emergent. To know the damage, a low-cost structural-health-monitoring system is required. In the present study, a new distributed fracture sensor is developed using glass/carbon composites and a tiny embeddable Internet terminal. The Internet terminal has four A/D converter channels and web-server function. This can be embedded in glass composite structures. The new fracture sensor is made from glass/carbon composites. In one of the surface layers, the glass fiber is cut to make a crack starter. The crack start to grow by the large deformation, and the crack breaks electric conductance of the carbon black layer embedded in the glass composites. This causes electric voltage change when the voltage is applied, and the change is monitored through the Internet. Several experiments were performed to confirm the effectiveness of this system here. As a result, this system successfully provided the fracture information through the Internet.

    DOI: 10.1299/kikaia.69.1429

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  • フラクタル分枝限定法による複合材料円筒殻座屈荷重最大化の積層構成最適化

    平野義鎭

    日本計算工学会論文集   5   155 - 160   2003

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  • 電気抵抗変化によるCFRP積層板のマトリックス割れ検知

    轟章 小曲一臣, 島村佳伸, 小林英男

    日本複合材料学会研究発表講演会予稿集   47 - 48   2003

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  • CFRPの電気抵抗変化法によるはく離同定に及ぼす電極間隔の影響

    轟章 田中美帆, 島村佳伸, 小林英男

    日本複合材料学会研究発表講演会予稿集   49 - 50   2003

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  • Remote smart damage detection via internet with unsupervised statistical diagnosis

    A Iwasaki, A Todoroki, T Sugiya

    IUTAM SYMPOSIUM ON DYNAMICS OF ADVANCED MATERIALS AND SMART STRUCTURES   106   157 - 166   2003

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  • CFRPのピエゾ特性評価

    轟章 吉田淳児, 島村佳伸, 小林英男

    日本複合材料学会研究発表講演会予稿集   45 - 46   2003

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  • Stacking Sequence Optimizations for Composite Laminates with Fractal Branch and Bound Method-Application for Supersonic Panel Flutter Problem with Buckling Load Condition-:Application for Supersonic Panel Flutter Problem with Buckling Load Condition

    HIRANO Yoshiyasu, TODOROKI Akira

    Journal of the Japan Society for Composite Materials   29 ( 3 )   98 - 105   2003

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    Fractal branch and bound method has developed by the authors for the optimization of stacking sequences to maximize buckling load of composite structures. The method demands an approximation of a design space with a response surface comprising quadratic polynomials for pruning fractal branches of stacking sequences. The approximation of the objective function with quadratic polynomials has been confirmed for the buckling load maximizations and flutter speed limit maximizations using lamination parameters as predictors. In the present study, flutter speed maximization with a constraint of buckling load is employed as an example of stacking sequence optimizations by means of the fractal branch and bound method with a strength constraint. The present paper shows the theoretical background of the fractal branch and bound method, and approximations using quadratic polynomials with lamination parameters as predictors are performed. After that, the effectiveness of the method for the supersonic panel flutter of composite laminates is investigated using two cases. As a result, the method is successfully applied, and the practical optimal stacking sequence is obtained using modified response surfaces.

    DOI: 10.6089/jscm.29.98

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  • Cure Monitoring of CFRP Using Electric Capacitance Change with Applied AC Frequency

    Takaomi Inada, Akira Todoroki

    Zairyo/Journal of the Society of Materials Science, Japan   52 ( 8 )   922 - 926   2003

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    Language:Japanese   Publisher:Society of Materials Science Japan  

    DOI: 10.2472/jsms.52.922

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  • Stacking Sequence Optimizations of Composite Structures Using Fractal Branch and Bound Method : Optimization Problem Includes In-Plane and Out-of-Plane Lamination Parameters

    TODOROKI Akira, TERADA Yuichirou

    Transactions of the Japan Society of Mechanical Engineers Series B   69 ( 679 )   552 - 557   2003

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    In the present study, a mechanism of fractal image of laminates on lamination parameters is discussed in detail, and a stacking sequence optimization method using the mechanism is proposed for complicated structures that include both of in-plane and out-of-plane lamination parameters. The new method employs branch and bound method for the optimizations of stacking sequences. For the estimation of the fractal branch of stacking sequences, the new method requires approximation of the objective function of the optimizations with quadratic polynomials using both in-plane and out-of-plane lamination parameters. The new method is applied to a stacking sequence optimization problem of a maximization of buckling load of a hat type stringer structure. The method gives successfully optimal stacking sequences in a short time.

    DOI: 10.1299/kikaia.69.552

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  • Matrix crack detection of CFRO laminates with electrical resistance change method

    Akira Todoroki, Kazuomi Omagari

    Proceedings of the 4th Kore-Japan Joint Symposium on Composite Materials   131 - 132   2003

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  • Stacking sequence optimization for maximization of panel flutter speed

    Yoshiyasu Hirano, Akira Todoroki

    18th annual technical conference of American Society for Composites   ( CRROM )   218   2003

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  • Stacking sequence optimization of composite wing structure using fractal branch and bound method

    Yoshiyasu Hirano, Akira Todoroki

    Proceedings of the 4th Kore-Japan Joint Symposium on Composite Materials   43 - 44   2003

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  • Passive wireless strain monitoring of tire using capacitance and tuning frequency change

    Ryosuke Matsuzaki Akira Todoroki, Hideo Kobayashi, Yoshinobu Shimamura

    Proceedings of the 4th Kore-Japan Joint Symposium on Composite Materials   121 - 122   2003

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  • フラクタル分枝限定法による超音速フラッタ速度向上の複合材料積層構成最適化

    轟章 平野義鎭

    日本機械学会論文集A編   69 ( 678 )   239 - 244   2003

  • Analysis of the Effect of the Configuration of the Delamination Crack on Delamination Monitoring with Electric Resistance Change Method

    TODOROKI Akira, TANAKA Miho, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    Journal of the Japan Society for Composite Materials   29 ( 3 )   113 - 119   2003

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    Since delaminations of composite laminates are usually invisible or difficult to be detected by visual inspections, the delamination causes low reliability of primary structures. In order to improve the low reliability, automatic systems for delamination identifications in-service are desired. The present study employs an electric resistance change method for detections of the delaminations. Although the method is effective to monitor the delamination cracks, the method requires many experiments to solve inverse problems. Since the experiment cost is high, an analytical method for preparation of the data sets of the electric resistance changes is desired. In practical delamination, however, usually includes a matrix cracking. In the present study, therefore, the effect of the matrix cracking on the electric resistance changes between the electrodes is investigated with FEM analyses. As a result, it can be concluded that the simple calculations using a straight delamination crack model are enough for obtaining the data set of electric resistance changes to calculate the response surfaces.

    DOI: 10.6089/jscm.29.113

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  • Effect of experimental errors on standardization estimations method of delamination monitoring of graphite/epoxy laminated beam with electric resistance change method

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura

    18th annual technical conference of American Society for Composites   ( CDROM )   217   2003

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  • Luminance change method for strain and matrix cracking monitoring of glass/epoxy composites with EL backlight

    A Todoroki, Y Tanaka, Y Shimamura

    COMPOSITES SCIENCE AND TECHNOLOGY   63 ( 2 )   273 - 281   2003

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  • Two stage electrical potential method for delamination monitoring of CFRP

    Masahito Ueda, Akira Todoroki, Hideo Kobayashi

    Proceedings of the 4th Kore-Japan Joint Symposium on Composite Materials   20 - 21   2003

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  • Strain monitoring of the filament wound structures by the electric resistance change method

    Takaomi Inada, Takayuki Urabe Akira Todoroki

    Proceedings of the 4th Kore-Japan Joint Symposium on Composite Materials   9 - 10   2003

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  • CFRP delamination diagostic method using statistical comparison of identified system

    Atsushi Iwasaki Akira Todoroki, Shinsuke Sakai

    Proceedings of the 4th Kore-Japan Joint Symposium on Composite Materials   17 - 18   2003

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  • Application of the electric resistance change method to the filament wound structure

    INADA Takaomi, URABE Takashi, TODOROKI Akira

    Proceedings of the 1992 Annual Meeting of JSME/MMD   03-11   1039 - 1040   2003

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    DOI: 10.1299/jsmezairiki.2003.0_1039

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  • タイヤの無線ひずみモニタリング

    松崎亮介, 轟章, 小林英男, 島村佳伸

    M&M2003材料力学部門講演会講演論文集   03-11   1047 - 1048   2003

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  • 電気抵抗変化法による織物積層板の層間はく離同定

    轟章 尾田佳子, 岩崎篤, 小林英男

    M&M2003材料力学部門講演会講演論文集   03-11   1031 - 1032   2003

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  • FEM Analysis of Delamination Detection of Laminated CFRP with Electric Potential Method

    UEDA Masahito, TODOROKI Akira, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    Proceedings of the 1992 Annual Meeting of JSME/MMD   03-11   1037 - 1038   2003

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    DOI: 10.1299/jsmezairiki.2003.0_1037

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  • CFRPのピエゾ抵抗特性評価

    轟章 吉田淳児, 島村佳伸

    M&M2003材料力学部門講演会講演論文集   03-11   1049 - 1050   2003

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  • Unsupervised damage diagnostic method for existing structure using statistical approach

    Iwasaki Atsushi, TODOROKI Akira, Sugiya Tsuneya

    Proceedings of the ... annual meeting of JSME/MMD   03-11   1067 - 1068   2003

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  • Piezoresistivity measurement of CFRP for reliable gage factor

    Akira Todoroki, Jyunji Yoshida Yoshinobu Shimamura

    Proceedings of ATEM03, International Conference on Advanced Technology in Experimental Mechanics 2003   03-207 ( CDROM )   OS09W0063   2003

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  • Detection of Matrix Crack in CFRP Laminate by Change of Electrical Resistance

    Omagari Kazuomi, Todoroki Akira, Shimamura Yoshinobu, Kobayashi Hideo

    Proceedings of the 1992 Annual Meeting of JSME/MMD   03-11   1029 - 1030   2003

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    DOI: 10.1299/jsmezairiki.2003.0_1029

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  • Matrix crack detections of CFRP using electric resistance changes

    Akira Todoroki, Kazuomi Omagari, Yoshinobu Shimamura

    Proceedings of ATEM03, International Conference on Advanced Technology in Experimental Mechanics 2003   03-207 ( CDROM )   OS09W0053   2003

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  • Wireless strain monitoring of tires using electric capacitance changes

    Akira Todoroki Ryuusuke, Matsuzaki Yoshinobu Shimamura

    Proceedings of ATEM03, International Conference on Advanced Technology in Experimental Mechanics 2003   03-207 ( CDROM )   OS09W0059   2003

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  • 電気抵抗変化によるCFRP平板のはく離モニタリング

    轟章 岩崎篤, 田中雄樹

    第45回構造強度に関する講演会講演集   254 - 256   2003

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  • フラクタル分枝限定法による複合材料円筒殻座屈荷重最大化の積層構成最適化

    平野義鎭

    2003年度日本機械学会年次大会講演論文集   03-1 ( VI )   29 - 30   2003

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    DOI: 10.11421/jsces.2003.20030007

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  • Fractal branch and bound method for stacking sequence optimization of composite laminates

    Akira Todoroki, Yuuichirou Terada

    2003 Kore-Japan Joint Workshop on Design and Analysis of Aerospace and Composite Structures   1 - 14   2003

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  • フラクタル分枝限定法による積層板パネルフラッタ問題の積層構成最適化

    平野義鎭

    第45回構造強度に関する講演会講演集   183 - 187   2003

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  • インターネット利用の統計的損傷判定システム

    岩崎篤 轟章

    非破壊検査   52 ( 4 )   188 - 193   2003

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  • Electric Resistance Change Method to Monitor Delaminations of CFRP Laminates : Effect of Spacing between Electrodes

    TODOROKI Akira, Tanaka Miho

    The proceedings of the JSME annual meeting   03-1 ( VI )   77 - 78   2003

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    The present study employs an electric resistance change method for delamination detection. Authors have found that the electric resistance change method with response surfaces is very effective to identify delaminations in CFRP laminates experimentally and analytically. In the present study, effect of spacing between electrodes on the method is investigated with FEM analyses. Five types of spacing are analyzed here, and the two types of fiber volume fractions are also calculated. Cross-ply beam type specimens are adopted for the analyses. As a result, it was revealed that effect of the spacing depends on the fiber volume fraction. For laminates of high fiber volume fraction, short spacing is required to obtain high estimation performance of delamination location and length.

    DOI: 10.1299/jsmemecjo.2003.6.0_77

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  • 構造ヘルスモニタリングの実用化

    轟章

    2003年度日本機械学会年次大会講演資料集   03-1 ( VIII )   124 - 125   2003

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  • タイヤの無線ひずみモニタリングシステムの開発

    轟章 松崎亮介, 島村佳伸, 小林英男

    日本複合材料学会研究発表講演会予稿集   65 - 66   2003

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  • フラクタル分枝限定法におる主翼構造部材の積層構成最適化

    平野義鎭

    日本複合材料学会研究発表講演会予稿集   99 - 100   2003

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  • Strain monitoring of the filament wound structures by the electric resistance change method

    Takaomi Inada, Takayuki Urabe Akira Todoroki

    Proceedings of the 4th Kore-Japan Joint Symposium on Composite Materials   9 - 10   2003

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  • 電位差法を用いたCFRP積層板のはく離モニタリング

    上田政人, 轟章, 島村佳伸, 小林英男

    第16回計算力学講演会講演論文集   03-26   647 - 648   2003

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  • フラクタル分枝限定法による翼構造の積層構成最適化

    平野義鎭

    第16回計算力学講演会講演論文集   03-26   909 - 910   2003

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  • 電気ポテンシャル法を用いたCFRP積層板のはく離検出

    上田政人, 轟章, 島村佳伸, 小林英男

    第28回複合材料シンポジウム講演要旨集   59 - 60   2003

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  • 電気抵抗変化を用いたCFRPマトリックス割れの検知

    轟章 小曲一臣, 島村佳伸, 小林英男

    第28回複合材料シンポジウム講演要旨集   63 - 64   2003

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  • フラクタル分枝限定法による主翼構造の積層構成最適化

    平野義鎭, 轟章 古谷寛

    第41回飛行機シンポジウムアブストラクト集   30   2003

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  • インターネットを用いた下水管の破壊モニタリング

    轟章 杉谷恒也

    第8回運動と振動の制御シンポジウム講演論文集   03-8   401 - 404   2003

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  • タイヤの電気容量変化と同調周波数変化を用いたひずみ無線パッシブモニタリング

    松崎亮介, 轟章, 島村佳伸, 小林英男

    第28回複合材料シンポジウム講演要旨集   65 - 66   2003

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  • 複合材料積層板の最適化-GAからフラクタル分枝限定法まで

    轟章 平野義鎭

    計算数理工学レビュー   2003-1 ( 1 )   27 - 36   2003

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  • Matrix crack detection of CFRO laminates with electrical resistance change method

    Akira Todoroki, Kazuomi Omagari

    Proceedings of the 4th Kore-Japan Joint Symposium on Composite Materials   131 - 132   2003

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  • Stacking sequence optimization for maximization of panel flutter speed

    Yoshiyasu Hirano, Akira Todoroki

    18th annual technical conference of American Society for Composites   ( CRROM )   218   2003

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  • Stacking sequence optimization of composite wing structure using fractal branch and bound method

    Yoshiyasu Hirano, Akira Todoroki

    Proceedings of the 4th Kore-Japan Joint Symposium on Composite Materials   43 - 44   2003

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  • Passive wireless strain monitoring of tire using capacitance and tuning frequency change

    Ryosuke Matsuzaki Akira Todoroki, Hideo Kobayashi, Yoshinobu Shimamura

    Proceedings of the 4th Kore-Japan Joint Symposium on Composite Materials   121 - 122   2003

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  • Effect of experimental errors on standardization estimations method of delamination monitoring of graphite/epoxy laminated beam with electric resistance change method

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura

    18th annual technical conference of American Society for Composites   ( CDROM )   217   2003

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  • Jet-fan Monitoring System for Damage Detection

    TANAKA Daisuke, INAGAKI Akira, TODOROKI Akira, IWASAKI Aatsushi, SUGIYA Tsuneya, KUDO Sheiji

    Proceedings of the 1992 Annual Meeting of JSME/MMD   03-11   1069 - 1070   2003

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    Usually Jet-fans are hung from a ceiling of a road tunnel using supporting devices in Japan. Since many vehicles pass under the Jet-fans, falling of any parts or components of the Jet-fans should be avoided to ensure comfortable driving without accidents. Therefore, it is very important to monitor the supporting condition of the Jet-fans for the maintenance. We developed a new monitoring system using load cell that detects the loading condition of supporting devices. This new system uses the load cell to monitor the Jet-fan total operating condition, such as slack of supporting devices, vibration caused by unbalance of the fan blades. Therefore, this system can be applied to maintain the safety operation by continuous monitoring remotely for the suitable maintenance. This paper shows an experimental work that is simulating actual condition of a Jet-fan in a road tunnel and also shows the result of the effect of changes of loading condition. Furthermore, as a diagnostic criterion for the result of monitored condition, we adopted statistical diagnostic method.

    DOI: 10.1299/jsmezairiki.2003.0_1069

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  • CFRP delamination diagostic method using statistical comparison of identified system

    Atsushi Iwasaki Akira Todoroki, Shinsuke Sakai

    Proceedings of the 4th Kore-Japan Joint Symposium on Composite Materials   17 - 18   2003

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  • Two stage electrical potential method for delamination monitoring of CFRP

    Masahito Ueda, Akira Todoroki, Hideo Kobayashi

    Proceedings of the 4th Kore-Japan Joint Symposium on Composite Materials   20 - 21   2003

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  • フラクタル分枝限定法による複合材料主翼構造の積層構成最適化

    平野義鎭, 轟章 古谷寛

    M&M2003材料力学部門講演会講演論文集   03-11   1073 - 1074   2003

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  • Delamination monitoring of graphite/epoxy laminated composite plate of electric resistance change method

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura

    Composites Science and Technology   62 ( 9 )   1151 - 1160   2002.7

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  • Measurement of orthotropic electric conductance of CFRP laminates and analysis of the effect on delamination monitoring with an electric resistance change method

    Akira Todoroki, Miho Tanaka, Yoshinobu Shimamura

    Composites Science and Technology   62 ( 5 )   619 - 628   2002.4

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  • Delamination identification of cross-ply graphite/epoxy composite beams using electric resistance change method

    Akira Todoroki, Yuuki Tanaka

    Composites Science and Technology   62 ( 5 )   629 - 639   2002.4

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  • Unsupervised statistical diagnosis for delamination diagnosis of CFRP structure

    Atsushi Iwasaki Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    Proceedings of the 10th US-Japan conference on composite materials   162 - 170   2002

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  • 複合材破壊センサーとインターネット利用の構造破壊モニタリング

    轟章 竹内祐介, 島村佳伸, 杉谷恒也

    日本複合材料学会2002年度研究発表講演会予稿集   77 - 78   2002

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  • 電気抵抗変化によるCFRPはく離検出における電極位置の最適化

    轟章 田中美帆, 島村佳伸

    日本複合材料学会2002年度研究発表講演会予稿集   95 - 96   2002

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  • 電気抵抗変化によるCFRPのひずみモニタリング

    轟章 村瀬三郎, 島村佳伸

    日本複合材料学会2002年度研究発表講演会予稿集   77 - 78   2002

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  • Unmanned structural health monitoring via internet with unsupervised statistical diagnosis (application for damage detection of jet fan)

    Atsushi Iwasaki Tsuneya Sugiya Akira Todoroki

    Proceedings of the first European Workshop on Structural Health Monitoring 2002   1270 - 1277   2002

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  • Matrix cracking effect on delamination monitoring with electric resistance change method

    Akira Todoroki Moho Tanaka, Yoshinobu Shimamura, Hideo Kobayashi

    Proceedings of the 10th US-Japan conference on composite materials   162 - 170   2002

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  • フラクタル分枝限定法を用いた積層構成最適化 (座屈荷重条件を課した超音速パネルフラッタ問題)

    轟章 平野義鎭

    日本複合材料学会2002年度研究発表講演会予稿集   105 - 106   2002

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  • Electric resistance change method for monitoring of embedded delaminations of quasi-isotropic CFRP

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura

    Proceedings of the first European Workshop on Structural Health Monitoring 2002   485 - 492   2002

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  • Stacking sequence optimizations using fractal branch and bound method

    Akira Todoroki, Yuuichirou Terada

    Proceedings of 43rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference   AIAA2002-1298   2002

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  • Delamination monitoring of graphite/epoxy laminated composite plate of electric resistance change method

    A Todoroki, Y Tanaka, Y Shimamura

    COMPOSITES SCIENCE AND TECHNOLOGY   62 ( 9 )   1151 - 1160   2002

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  • 統計的応答変化判定法を用いた複合材料の応答解析

    岩崎篤, 轟章, 島村佳伸, 小林英男

    第31回FRPシンポジウム講演論文集(日本材料学会)   241 - 248   2002

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  • フラクタル分枝限定法による複合材料パネル超音速フラッタ限界速度最大化の積層構成最適化

    轟章 平野義鎭

    第31回FRPシンポジウム講演論文集(日本材料学会)   283 - 286   2002

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  • Unsupervised Structural Damage Diagnostic Method Using Judgement of Change of Response Surface by Statistical Tool : Application for Damage Detection of Composite Structure

    IWASAKI Atsushi, TODOROKI Akira, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    Transactions of the Japan Society of Mechanical Engineers Series B   68 ( 673 )   1292 - 1297   2002

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    Most of the structural health monitoring systems adopts parametric method based on modeling or non-parametric method such as artificial neural networks. The former method requires modeling of each structures and latter method requires a large number of data for the training. The modeling and data for the training demands high costs, and it is impossible to obtain training data of damaged state of inservice structure. By the present method, damages are detected by judging statistical difference of data of intact state and present state. The method requires data of un-damaged state and does not require the complicated modeling and large number of data for the training. As an example, the present study deals monitoring of delamination detections of a composite beam. The damages are detected from the change of strain data measured on the specimen surface by the statistical tools such as Response Surface and F-Statistics. As a result, the new method successfully diagnoses the damage without using the modeling and the data of damaged state.

    DOI: 10.1299/kikaia.68.1292

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  • 複合材料構造のヘルスモニタリング

    轟章

    材料力学部門2002年春のシンポジウム第2部21世紀の研究戦略講演論文集(日本機械学会)   02-11   62 - 65   2002

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  • EL透過光を用いた複合材料の応力/損傷同定

    轟章 田中庸之, 島村佳伸

    日本機械学会関東支部 第8期 総会講演会講演論文集   020-1   297 - 298   2002

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  • CFRP積層板のスマート成形モニタリング手法の開発

    稲田貴臣

    第31回FRPシンポジウム講演論文集(日本材料学会)   5 - 8   2002

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  • 厚板CFRP積層板の損傷同定への電気インピーダンス法の適用

    轟章 大平博通, 島村佳伸

    日本機械学会関東支部 第8期 総会講演会講演論文集   020-1   231 - 232   2002

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  • 電気ポテンシャル法を用いた統計的診断手法によるCFRP損傷同定

    岩崎篤, 轟章, 島村佳伸, 小林英男

    日本機械学会関東支部 第8期 総会講演会講演論文集   020-1   232 - 233   2002

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  • 電気抵抗変化法を用いたCFRP知的はく離検出の同定精度向上

    轟章 田中美帆, 島村佳伸

    第15回計算力学講演会講演論文集   02-02   2002

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  • マハラノビス距離を用いた統計的損傷診断手法を用いた複合材料積層板の損傷診断

    岩崎篤, 轟章, 島村佳伸, 小林英男

    第15回計算力学講演会講演論文集   02-02   2002

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  • 電気抵抗変化法のはく離検出における寸法同定精度の評価

    轟章 田中美帆, 島村佳伸

    第27回複合材料シンポジウム講演要旨集,日本複合材料学会   235 - 236   2002

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  • フラクタル分枝限定法による超音速フラッタ速度向上の複合材料積層構成最適化

    平野義鎭

    第15回計算力学講演会講演論文集   02-02   33 - 34   2002

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  • Improved electric resistance change method for delamination monitoring of graphite/epoxy composite laminates

    Akira Todoroki, Miho Tanaka, Yoshinobu Shimamura

    ASME International Mechanical Engineering Congress and Exposition, Proceedings   3   113 - 120   2002

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    DOI: 10.1115/IMECE2002-33491

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  • CFRPのピエゾ抵抗特性評価

    轟章 吉田淳児, 島村佳伸

    第27回複合材料シンポジウム講演要旨集,日本複合材料学会   145 - 146   2002

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  • Development of a smart cure monitoring method for CFRO laminates

    Takaomi Inada, Akira Todoroki

    Proceedings of the 3rd Japan-Korea Joint Symposium on Composite Materials, JSCM   105 - 106   2002

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  • Structural Health Monitoring with Composite Sensors via the Internet

    TODOROKI Akira, TAKEUCHI Yusuke, SUGIYA Tsuneya

    The proceedings of the JSME annual meeting   2002   117 - 118   2002

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    When a large-scale disaster occurs, much destruction of large civil structures happens, for example waterworks, sewerage pipe, gas pipeline, tunnel, and bridge. These structures must be repaired immediately. But it is difficult to get information of locations of the destruction exactly, because traffic is disrupted in the time of a disaster. Also, when a small-scale disaster occurs, it is require much time and money to get information of the destruction and to ensure these safeties, because these destructions happen in a broad range. So it is requested to develop the simple monitoring system of destruction and transformation of civil structure and lifeline. This study develop simple composite fracture sensor and Internet connect terminal (i-Station) that connected with Internet cable, and propose the remote health monitoring system. Making concrete work, firstly we develop composite sensor and Internet connect terminal for health monitoring of sewerage pipe build reinforced concrete and that destruction progresses gradually, the validity of the integration system that used these systems is proved.

    DOI: 10.1299/jsmemecjo.2002.6.0_207

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  • タイヤ構造の電気容量変化を利用した無線ひずみモニタリング

    轟章 宮谷慎太郎, 島村佳伸

    日本機械学会2002年度年次大会講演論文集   VI ( 02-1 )   208 - 209   2002

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  • 統計的損傷検知法を用いた構造ヘルスモニタリングシステム

    岩崎篤, 轟章, 杉谷恒也

    日本機械学会2002年度年次大会講演論文集   VI ( 02-1 )   210 - 211   2002

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  • Damage monitoring of Glass/epoxy laminates with luminance of backlight of EL device

    Akira Todoroki, Yoshinobu Shimamura, Yasuyuki Tanaka

    Proceedings of the 4th joint CANADA-JAPAN workshop on composites   411 - 420   2002

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  • インターネットを用いた大型構造物簡易破壊モニタリングシステム

    轟章 竹内祐介, 杉谷恒也

    日本機械学会2002年度年次大会講演論文集   VI ( 02-1 )   207 - 208   2002

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  • Stacking Sequence Optimizations of Composites to Improve Flutter Speed at Supersonic Mach Numbers using Fractal Branch and Bound Method

    HIRANO Yoshiyasu, TODOROKI Akira

    27   71 - 72   2002

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  • Multi-prove electric potential change method for delamination monitoring of CFRP plates using normalized response surface

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura

    Proceedings of the 3rd Japan-Korea Joint Symposium on Composite Materials, JSCM   99 - 100   2002

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  • フラクタル分枝限定法による積層板座屈強度/フラッタ限界速度最大化の積層構成最適化

    轟章 平野義鎭

    日本機械学会2002年度年次大会講演論文集   VII ( 02-1 )   191 - 192   2002

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  • Electric resistance change method for delamination monitoring of CFRP

    AKIRA TODOROKI

    Proceedings of workshop on smart materials and structures in Osaka City University   70 - 81   2002

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  • Delamination monitoring for quasi-isotropic laminated plate of carbon/epoxy composites with electric resistance change method

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura

    Proceedings of the 10th US-Japan conference on composite materials   207 - 214   2002

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  • Effect of orthtropic electric resistance on delamination detection with electric resistance change method

    Akira Todoroki Miho Tanaka, Yoshinobu Shimamura, Hideo Kobayashi

    Proceedings of the 4th joint CANADA-JAPAN workshop on composite   237 - 244   2002

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  • Unmanned structural health monitoring via internet with unsupervised statistical diagnosis (application for damage detection of jet fan)

    Atsushi Iwasaki Tsuneya Sugiya Akira Todoroki

    Proceedings of the first European Workshop on Structural Health Monitoring 2002   1270 - 1277   2002

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  • Measurement of orthotropic electric conductance of CFRP laminates and analysis of the effect on delamination monitoring with an electric resistance change method

    A Todoroki, M Tanaka, Y Shimamura

    COMPOSITES SCIENCE AND TECHNOLOGY   62 ( 5 )   619 - 628   2002

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  • Delamination monitoring of graphite/epoxy laminated composite plate of electric resistance change method

    A Todoroki, Y Tanaka, Y Shimamura

    COMPOSITES SCIENCE AND TECHNOLOGY   62 ( 9 )   1151 - 1160   2002

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  • Multi-prove electric potential change method for delamination monitoring of CFRP plates using normalized response surface

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura

    Proceedings of the 3rd Japan-Korea Joint Symposium on Composite Materials, JSCM   99 - 100   2002

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  • Development of a smart cure monitoring method for CFRO laminates

    Takaomi Inada, Akira Todoroki

    Proceedings of the 3rd Japan-Korea Joint Symposium on Composite Materials, JSCM   105 - 106   2002

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  • Electric resistance change method for delamination monitoring of CFRP

    AKIRA TODOROKI

    Proceedings of workshop on smart materials and structures in Osaka City University   70 - 81   2002

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  • Stacking sequence optimization of composites to improve flutter speed at supersonic Mach numbers

    Yoshiyasu Hirano, Akira Todoroki

    Proceedings of the 3rd Japan-Korea Joint Symposium on Composite Materials, JSCM   71 - 72   2002

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  • 複合材料の最新研究動向 (5.4節)

    轟章

    日本機械学会誌 特集機械工学年鑑   105 ( 1005 )   506 - 507   2002

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  • Delamination identification of cross-ply graphite/epoxy composite beams using electric resistance change method

    A Todoroki, Y Tanaka

    COMPOSITES SCIENCE AND TECHNOLOGY   62 ( 5 )   629 - 639   2002

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  • Structural health monitoring with composite sensors via the internet

    Akira Todoroki Yuusuke, Takeuchi Yoshinobu Shimamura

    Proceedings of the 3rd Japan-Korea Joint Symposium on Composite Materials, JSCM   117 - 118   2002

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  • システム同定を用いた無学習損傷診断法によるCFRPはく離検知

    岩崎篤, 轟章, 島村佳伸, 小林英男

    第27回複合材料シンポジウム講演要旨集,日本複合材料学会   247 - 248   2002

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  • Damage monitoring of Glass/epoxy laminates with luminance of backlight of EL device

    Akira Todoroki, Yoshinobu Shimamura, Yasuyuki Tanaka

    Proceedings of the 4th joint CANADA-JAPAN workshop on composites   411 - 420   2002

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  • Unsupervised statistical diagnosis for delamination diagnosis of CFRP structure

    Atsushi Iwasaki Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    Proceedings of the 10th US-Japan conference on composite materials   162 - 170   2002

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  • Delamination monitoring for quasi-isotropic laminated plate of carbon/epoxy composites with electric resistance change method

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura

    Proceedings of the 10th US-Japan conference on composite materials   207 - 214   2002

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  • Stacking sequence optimizations using fractal branch and bound method

    Akira Todoroki, Yuuichirou Terada

    Proceedings of 43rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference   AIAA2002-1298   2002

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  • Delamination monitoring of graphite/epoxy laminated composite plate with electric resistance change method

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura

    Proceedings of 43rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference   AIAA2002-1543   2002

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  • Matrix cracking effect on delamination monitoring with electric resistance change method

    Akira Todoroki Moho Tanaka, Yoshinobu Shimamura, Hideo Kobayashi

    Proceedings of the 10th US-Japan conference on composite materials   162 - 170   2002

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  • Effect of orthtropic electric resistance on delamination detection with electric resistance change method

    Akira Todoroki Miho Tanaka, Yoshinobu Shimamura, Hideo Kobayashi

    Proceedings of the 4th joint CANADA-JAPAN workshop on composite   237 - 244   2002

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  • Electric resistance change method for monitoring of embedded delaminations of quasi-isotropic CFRP

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura

    Proceedings of the first European Workshop on Structural Health Monitoring 2002   485 - 492   2002

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  • 451 Stacking Sequence Optimizations for Composite Laminates of Supersonic Airplane for Panel Fluttering

    TODOROKI Akira, Hirano Yoshiyasu

    The Computational Mechanics Conference   2001 ( 14 )   505 - 506   2001.11

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  • 電気抵抗変化法によるCFRRPはく離検出への積層構成の影響の評価

    轟章 田中美帆, 島村佳伸

    第26回複合材料シンポジウム講演要旨集   47 - 48   2001

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  • Effect of number of electrodes and diagnostic tool for delamination monitoring of graphite/epoxy laminates using electric resistance change

    AKIRA TODOROKI

    Compsoites Science and Technology   61 ( 13 )   1871 - 1880   2001

  • Structural Health Monitoring: Sensors, Diagnostic Method and System

    AKIRA TODOROKI

    Proceedings of the International Symposium on Smart Materials and Structural Systems, JSME   129 - 134   2001

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  • K-2328 Wireless Strain Monitoring by Impedance Change of Composite Materials

    TODOROKI Akira, MIYATANI Shintaro, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    The proceedings of the JSME annual meeting   V   357 - 358   2001

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    Strain monitoring for composite materials in-service is quite effective to improve structural reliability of composite materials. Recently, it is demanded to monitor strain of tire structure in service. The MEMS is one of the solutions for the wireless monitoring. However, the MEMS has high stiffness and has problem for attachment for flexible structures such as rubber tires. In the present study, therefore, a new technology using impedance change of composite materials for strain monitoring system. The present study, show the applicability of strain measurements with the electric impedance change due to deformation of composite materials experimentally.

    DOI: 10.1299/jsmemecjo.V.01.1.0_357

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  • K-2329 Remote Structural Health Monitoring via Internet with Tiny Smart Terminals

    TODOROKI Akira, SUGIYA Tsuneya

    The proceedings of the JSME annual meeting   V   359 - 360   2001

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    Smart structures for health monitoring is noticeable technology not only for advanced composite strucutures but also aged mechanical and civil structures. For the health monitoring, embedded fiber optic sensors are widely recognized sensors. For the practical structural health monitoring, multiple kinds of sensors are indespensable, and these sensors are not limited fiber optic sensors. The new technology for making conventional sensors distributed network is required. The present study proposes the Internet Technologies for the sensor integrations. The present paper addresses the web based structural health monitoring technology and warning through e-mail. In order to provide these new technologies, we proposes a compact Linux server with amplifiers for sensors and A/D converters. We also propose a tiny web server that can be embeddable in composite structures.

    DOI: 10.1299/jsmemecjo.V.01.1.0_359

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  • Structural Health Monitoring : Sensors, Diagnostic Method and System :

    TODOROKI Akira

    Proceedings of the International Symposium on Smart Materials and Structural Systems : Mechanical Engineering Congress, Japan   ( 1 )   129 - 134   2001

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    Structural health monitoring is noticeable technology not only for advanced composite structures but also aged mechanical and civil structures. For the health monitoring, embedded fiber optic sensors are widely recognized sensors. For the practical structural health monitoring, however, multiple kinds of sensors are indispensable, and these sensors are not limited to fiber optic sensors. The new technology for making conventional sensors distributed network is required. The present study proposes the Internet Technologies for the sensor integrations. The present paper addresses the web based structural health monitoring technology and warning through e-mail. For the CFRP laminates, the carbon fiber itself can be applicable for sensors. The present paper show the review of the electric resistance change method for damage monitoring for CFRP laminates. Moreover, natural frequency change method is addressed here. For the diagnostic method, statistical approach is proposed here.

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  • K-2324 Detection of debonding of sandwich plate with electric impedance method

    TODOROKI Akira, MURASE Saburo

    The proceedings of the JSME annual meeting   V   349 - 350   2001

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    Debonding between a CFRP skin plate and core of a sandwich structure is one of the significant damages. It is, however, very difficult to inspect the damage by visual inspections. The present paper proposes a novel technique for detections of debondings of the sandwich plate. Usually, the core materials are not always electric conductive materials. Therefore, the present study employs detections of debondings from the accumulated damages in the CFRP skin plate with measurements of electric impedance changes of the CFRP skin plate. In order to measure the fundamental relationship between accumulated damage in a CFRP plate and electric impedance changes, tension tests were conducted with measuring electric impedance changes. Moreover, indentation tests of sandwich plates were conducted to investigate the electric resistance change during loading to observe the applicability of the method.

    DOI: 10.1299/jsmemecjo.V.01.1.0_349

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  • 複合材料破壊センサーとインターネット利用の構造破壊モニタリング

    轟章 竹内祐介, 島村佳伸, 杉谷恒也

    第26回複合材料シンポジウム講演要旨集   33 - 34   2001

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  • 統計的手法を用いたCFRP層間はく離診断手法の比較検討

    岩崎篤, 轟章, 島村佳伸, 小林英男

    2001年度年次大会講演論文集,日本機械学会   V   361 - 362   2001

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  • Electric Resistance Change Method for Monitoring of Embedded Delaminatin of Cross-ply CFRP Plates

    AKIRA TODOROKI

    Proceedings of the 2nd Kore-Japan joint Symposium on Composite Materials   8 - 14   2001

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  • Detection of delamination with Statistical Diagnosis method using Response Surface

    IWASAKI Atsushi, TODOROKI Akira, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    2001   55 - 56   2001

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  • Effect of Anisotropic Conductivity Ratio of CFRP for Electrical Potential Method

    TODOROKI Akira, TANAKA Miho

    2001   97 - 98   2001

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  • 統計的検定手法による複合材料梁の層間はく離診断手法

    岩崎篤, 轟章, 島村佳伸, 小林英男

    第30回記念FRPシンポジウム講演論文集,日本材料学会   165   2001

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  • Electric resistance change method for identification of embedded delamination of CFRP plates

    A. Todoroki, Y. Tanaka, Y. Shimamura

    Zairyo/Journal of the Society of Materials Science, Japan   50 ( 5 )   495 - 501   2001

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    DOI: 10.2472/jsms.50.495

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  • Stacking Sequence Optimizations Using Modified Global Response Surface on Lamination Parameters

    TODOROKI Akira, SUENAGA Kentarou, SHIMAMURA Yoshinobu

    Journal of the Japan Society for Composite Materials   27 ( 2 )   89 - 97   2001

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    The present paper describes a proposal of the modified global response surface method using the lamination parameters to solve the problem of how to create zoomed response surfaces. A new low-cost rule for optimality is also proposed in this study. The new optimality is effective for the search-all method for thin laminated composite structures. The new method is applied to stacking sequence optimizations of the hat-type stiffened composite laminates for maximizations of buckling load. FEM analyses are conducted to create global response surfaces and the optimal stacking sequence is obtained by using this method. As a result, the new method successfully obtained the real optimal stacking sequences.

    DOI: 10.6089/jscm.27.89

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  • Smart structure for detection of embedded delamination of CFRP plates using multi-point voltage change

    Akira Todoroki, Yuki Tanaka, Yoshinobu Shimamura, Hideo Kobayashi

    Nihon Kikai Gakkai Ronbunshu, A Hen/Transactions of the Japan Society of Mechanical Engineers, Part A   67 ( 658 )   1002 - 1008   2001

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    DOI: 10.1299/kikaia.67.1002

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  • Stacking Sequence Optimizations of Bending-Twisting Coupling of Composite Panel Using Fractal-Branch and Bound Method

    TERADA Yuichiro, TODOROKI Akira

    Journal of the Japan Society for Composite Materials   27 ( 5 )   243 - 250   2001

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    Stacking sequence optimization is an important problem in a design of composite panel. Practical composite laminates comprise a small set of available fiber orientations such as 0°, 45°, 90° and -45°plies because of the fabrication process and/or lack of experimental data. The restriction of available fiber orientations makes the stacking sequence optimizations into combinatorial optimization problems. For such combinatorial optimizations, genetic algorithm (GA) is a well known and popular tool. However, the GA is one of probabilistic algorithms and its reliability decreases as increasing the number of plies. In addition, GA requires several parameter tunings. The present study proposes a novel deterministic algorithm, that is named fractal-branch and bound method (FBBM). Using this method, the designers can optimize the bending stiffnesses certainly and immediately without any parameter tunings. In this paper, FBBM is applied to design bending-twisting coupling stiffnesses to show its high efficiency and reliability.

    DOI: 10.6089/jscm.27.243

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  • Optimizations of Stacking Sequence and Number of Plies for Laminated Cylinders Using GA with Intron Genes

    TODOROKI Akira, SASAI Masafumi

    Journal of the Japan Society for Composite Materials   27 ( 4 )   181 - 187   2001

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    For the method to optimize stacking sequences and number of plies of composites, the present paper proposes a new intron method. The intron method is developed from the recessive gene like repair method that is employed for implements of stacking-sequence constraints without causing decrease of the design reliability of GA. The intron method is attempted for the optimizations of laminated cylinders to maximize the buckling load and to minimize the number of plies. As a result, the intron method successfully obtained the real optimal stacking sequences and the number of plies without decrease of design reliabilities.

    DOI: 10.6089/jscm.27.181

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  • CFRP積層板スマート成形モニタリングシステム

    轟章 島村佳伸, 稲田貴臣

    第30回記念FRPシンポジウム講演論文集,日本材料学会   147   2001

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  • Effect of number of electrodes and diagnostic tool for delamination monitoring of graphite/epoxy laminates using electric resistance change

    AKIRA TODOROKI

    Compsoites Science and Technology   61 ( 13 )   1871 - 1880   2001

  • Smart Structure for Detection of Embedded Delamination of Quasi-Isotropic CFRP Laminated Plate Using Electric Resistance Change

    TODOROKI Akira, TANAKA Yuuki, SHIMAMURA Yoshinobu

    Journal of the Japan Society for Composite Materials   27 ( 3 )   137 - 145   2001

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    In the present study, an electric resistance change method is employed for the identifications of location and size of the embedded delaminations of quasi-isotropic laminates. Indentation tests are conducted to create embedded delamination cracks in the quasi-isotropic laminate of CFRP. Two lines and five columns of electrodes are mounted on the plate surface for measurements of electric resistance changes due to delamination creations. Response surface methodologies are applied to obtain the relation between the delaminations and measured electric resistance changes. As a result, the method can successfully estimate the location and size of embedded delaminations of quasiisotropic laminates, and the effect of the stacking sequence for identification is clarified.

    DOI: 10.6089/jscm.27.137

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  • Diagnosis Method for Detection of Delamination of CFRP by Electric Resistance Change - Comparison of Response Surfaces and Artificial Neural Networks -

    IWASAKI Atsushi, TODOROKI Akira

    Journal of the Japan Society for Composite Materials   27 ( 4 )   194 - 200   2001

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    The present study employs an electric resistance change method for identifications of delamination cracks. For the method, diagnostic tools for the inverse problems to identify the delamination crack location and size from the electric resistance changes are discussed. FEM analyses are conducted to obtain electric resistance changes due to delamination crack creations with fiveelectrode type specimens. By comparisons of the estimations with the Artificial Neural Networks (ANNs) and with the response surfaces (RS), a better diagnostic tool is discussed in detail. As a result, because of overlearning of neural network, the presumed error of new data with ANNs is large, and the RS using quadratic polynomials is a better tool than ANNs for identifications of delamination crack location and size using electric resistance change.

    DOI: 10.6089/jscm.27.194

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  • Statistical diagnosis for damage detection of self-learning smart structure

    Atsushi Iwasaki, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi

    Nihon Kikai Gakkai Ronbunshu, A Hen/Transactions of the Japan Society of Mechanical Engineers, Part A   67 ( 656 )   771 - 776   2001

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    DOI: 10.1299/kikaia.67.771

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  • Electric Resistance Change Method for Monitoring of Embedded Delaminatin of Cross-ply CFRP Plates

    AKIRA TODOROKI

    Proceedings of the 2nd Kore-Japan joint Symposium on Composite Materials   8 - 14   2001

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  • フラクタル分枝限定法による複合材料積層板の積層構成最適化 (面内・面外積層パラメータを用いる複雑構造積層板問題への適用)

    轟章 寺田雄一郎

    第14回計算力学講演会講演論文集   01-10   513 - 514   2001

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  • Excelによる応答曲面近似最適設計

    轟章 岩崎篤

    第11回設計工学・システム部門講演会   01-35   344 - 347   2001

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  • タグチメソッドと応答曲面法

    轟章

    第14回計算力学講演会講演論文集   01-10   737 - 738   2001

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  • Electric Impedance Change Method for Detecting Matrix Crack of CFRP

    TODOROKI Akira, MURASE Saburo, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    26   49 - 50   2001

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  • Fractal Branch and Bound Method for Stacking Sequence Optimizations with Consideration of In-plane and Out-of-plane stiffnesses

    TODOROKI Akira

    26   111 - 112   2001

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  • Wireless Strain Monitoring by Capacitance Change of Composite Materials

    TODOROKI Akira, MIYATANI Shintaro, SHIMAMURA Yoshinobu

    26   35 - 36   2001

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  • Damage monitoring for semi-transparent composites using luminance of EL backlight

    A Todoroki, Y Shimamura

    JSME INTERNATIONAL JOURNAL SERIES A-SOLID MECHANICS AND MATERIAL ENGINEERING   43 ( 1 )   76 - 82   2000.1

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  • ELバックライトを用いた損傷検出に及ぼす透過光強度の応力変動の影響

    轟章 田中庸之, 小林英男, 島村佳伸

    日本機械学会2000年度年次大会講演論文集   1 ( 00-1 )   94 - 95   2000

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  • Stacking sequence optimizations using fractal-branch and bound method for laminated composites

    Yuichiro Terada, Akira Todoroki, Yoshinobu Shimamura

    Nihon Kikai Gakkai Ronbunshu, A Hen/Transactions of the Japan Society of Mechanical Engineers, Part A   66 ( 644 )   714 - 720   2000

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    DOI: 10.1299/kikaia.66.714

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  • Design of experiments for response surfaces of stacking sequence optimizations using genetic algorithm

    Akira Todoroki, Tetsuya Ishikawa

    Nihon Kikai Gakkai Ronbunshu, A Hen/Transactions of the Japan Society of Mechanical Engineers, Part A   66 ( 645 )   978 - 985   2000

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    DOI: 10.1299/kikaia.66.978

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  • Smart Delamination Monitoring of CFRP Plates Using Electric Resistance Change

    Akira Todoroki

    Proceedings of the 25th Symposium for Composite Materials,JSCM   29 - 32   2000

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  • Stacking Sequence Optimizations Using GA with Zoomed Response Surface on Lamination Parameters

    TODOROKI Akira, SASAI Masafumi

    Journal of the Japan Society for Composite Materials   26 ( 5 )   187 - 197   2000

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    Stacking sequence optimizations in composite plates are combinatorial problems often handled by genetic algorithms (GA). However the GAs often require large computational cost for evaluation of each individual. In order to overcome this problem, the present paper proposes the use of lamination parameters in an approach to the optimization process with the GAs. The optimization process requires precise approximation of design space using response surfaces to obtain the optimal result. However, stacking sequence optimizations are discrete problems, and it is difficult to find the optimality of the result on the lamination parameter space. For zooming response surfaces, we require the test method for the optimality. In the present study, adjacent laminates to the obtained optimal result are introduced on the lamination parameter space, and the optimality test method is proposed. The test method is applied to the buckling load maximization problem of a laminated composite plate, and the effectiveness is confirmed by the example.

    DOI: 10.6089/jscm.26.187

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  • Strucutral Health Monitoring System via Ethernet LAN with Fiber Optic Strand Type Strain Sensors and Web Camera

    Akira Todoroki, Atsushi Iwasaki Takuya Satou, Yoshinobu Shimamura

    Tenth International Conference on Adaptive Structures and Technologies   423 - 430   2000

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  • Diagnostic Method for Delamination Monitoring for CFRP Plate using Electric Resistance Change

    Akira Todoroki, Atshishi Iwasaki

    Proceedings of the 3rd Japan-France Seminor on Intelligent Materials and Structures   122 - 135   2000

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  • Stacking Sequence Optimization Uisng Modified Global Response Surface on Lamination Parameters

    Akira Todoroki Kentarou Suenaga, Yoshinobu Shimamura

    Proceedings of the 25th Symposium for Composite Materials,JSCM   25   19 - 20   2000

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  • Smart Delamination Monitoring of Graphite/Epoxy Laminates using Electric Resistance Change with Response Surfaces

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura

    Proceedings of The 2nd Asian-Austrasian Conference on Composite Materials (ACCM2000)   1041 - 1046   2000

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  • Plug&Monitor System for Smart Detection of Damage of Composite Structures

    Akira Todoroki, Yoshinobu Shimamura Atsushi Iwasaki Takaomi Inada, Hiroshi Moriki

    Proceedings of The 2nd Asian-Austrasian Conference onComposite Materials (ACCM2000)   1047 - 1046   2000

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  • Damage Monitoring for Semi-Transparent Composites using Luminance of EL Backlight

    Akira Todoroki, Yoshinobu Shimamura

    JSME International Journal,Series A   43 ( 1 )   76 - 82   2000

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    The present paper a new damage monitoring system that employs luminance of EL backlight for semi-transparent composites. For the semi-transparent composites, damage is easily found by visual inspections. In the cases that the structures are sealed or huge structures, however, the visual inspections are difficult. The present paper adopts a system using change of luminance of transmitted light. When the composite structures are damaged, the damage reduces luminance of the transmitted light from the backside. The present study adopts an Electro Luminescent device (EL) as the backlight. The EL device can emit uniform-plane-light and is a very flexible device. The EL device can be mounted on a curved surface. Fatigue tests are conducted using rectangular specimens with an open hole fabricated from fabric glass/epoxy composites. The monitoring system is applied to the fatigue tests, and it is experimentally shown that the method can detect the fatigue damage without loading.

    DOI: 10.1299/jsmea.43.76

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  • Health Monitoring of internal delamination cracks for graphite/epoxy by electric potential method

    Akira TODOROKI, Horoshi SUZUKI

    Applied Mechanics and Engineering   5 ( 1 )   283 - 294   2000

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  • Delamination Monitoring of Graphite/epoxy Composites by Electric Resistance Change

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura, Hideo Kobayashi

    Proceedings of the 9th US-Japan Conference on Composite Materials   331 - 337   2000

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  • 自己学習型統計的損傷検出法を用いた複合材料梁の層間はく離検出

    岩崎篤, 轟章, 島村佳伸, 小林英男

    平成12年度材料力学部門講演会講演論文集   ( 00-19 )   89 - 90   2000

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  • CFRP層間はく離の電気抵抗変化法による検出

    轟章 田中雄樹, 島村佳伸

    45th FRP CON-NEX2000講演要旨集,強化プラスチック協会   112 - 114   2000

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  • 積層パラメータの修正全体応答曲面を用いた積層構成最適化

    轟章 末永健太郎, 島村佳伸

    第13回計算力学講演会講演論文集,日本機械学会   285 - 286   2000

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  • Permutation genetic algorithm for stacking sequence design of composite laminates

    BY Liu, RT Haftka, MA Akgun, A Todoroki

    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING   186 ( 2-4 )   357 - 372   2000

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  • Strain Measurement of GFRP using Change of luminance of transmitted light

    TODOROKI Akira, TANAKA Yasuyuki, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    25   137 - 138   2000

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  • 電気抵抗変化法を用いた損傷同定逆問題への応答曲面法の適用(ニューラルネットワークとの比較)

    轟章

    第4回最適化シンポジウム   ( 00-27 )   251 - 262   2000

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  • 知的複合材料の国内外特許と今後の動向

    轟章

    第44回日本学術会議材料研究連合講演会講演論文集   259 - 260   2000

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  • 電圧変化法によるCFRP積層板の埋没はく離検出

    轟章 田中雄樹, 島村佳伸

    第25回複合材料シンポジウム,日本複合材料学会   131 - 132   2000

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  • フラクタル分枝限定法による複合材料積層構成の最適設計

    寺田雄一郎

    第4回最適化シンポジウム   ( 00-27 )   251 - 262   2000

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  • Smart Structure for Identification of Delamination of Quasi-isotropic CFRP Plates Using Electric Resistance Change

    TODOROKI Akira, SUZUKI Hiroshi, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    The proceedings of the JSME annual meeting   1 ( 00-1 )   89 - 90   2000

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    The present paper employs electric resistance change method for detections of delamination crack of CFRP laminated plates. The method is applied to embedded delamination crack of quasi-isotropic laminates. The delamination cracks are created by static indentation tests. Response surface methodology is adopted as a tool for solving inverse problems. As a result, the present method is successfully detected delamination crack location and size.

    DOI: 10.1299/jsmemecjo.2000.1.0_89

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  • Stacking Sequence Optimization of Coupling Term of Composite Panel

    TERADA Yuichiro, TODOROKI Akira, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    The proceedings of the JSME annual meeting   1 ( 00-1 )   119 - 120   2000

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    Stacking sequence optimization is an important problem in composite laminate design. It is efficient to use lamination parameters as design parameters. We had discovered the fractal structure of design space represented with out-of-plane lamination parameters. We also had proposed a novel approach named Fractal-branch and Bound Method which depends on that fractal structure. This method can find perfectly reliable solution deterministicly. This method was limited to the bending problem of orthotropic plates. This paper extended this method to design out-of-pane stiffnesses with bending-twisting coupling term of composite panel.

    DOI: 10.1299/jsmemecjo.2000.1.0_119

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  • 電気抵抗変化法によるCFRP直交積層板の埋没剥離検出 (応答曲面法による誤差評価と温度変化の影響評価)

    轟章 田中雄樹, 島村佳伸

    第44回日本学術会議材料研究連合講演会講演論文集   241 - 242   2000

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  • 電気ポテンシャル法を用いたCFRP梁の層間はく離検出への判別分析の適用

    岩崎篤, 轟章, 島村佳伸, 小林英男

    日本機械学会2000年度年次大会講演論文集   1 ( 00-1 )   92 - 93   2000

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  • Health Monitoring of Internal Delamination Cracks for Graphite/Epoxy by Electric Potential Method

    TODOROKI A.

    Applied Mechanics and Engineering   5 ( 1 )   283 - 294   2000

  • 電気抵抗変化を用いた直交CFRP平板の層間はく離検出知的構造

    轟章 田中雄樹, 島村佳伸, 小林英男

    日本複合材料学会2000年度研究発表講演会予講集   83 - 84   2000

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  • Smart Detection of Damage of Composite Structure using Statistical Diagnosis

    IWASAKI Atsushi, TODOROKI Akira, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    2000   79 - 80   2000

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  • Analysis of Change of Luminance of transmitted light for Composites using EL backlight

    TODOROKI Akira, TANAKA Yasuyuki, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    2000   81 - 82   2000

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  • 電気抵抗変化によるCFRP積層平板の層間はく離モニタリング

    轟章 田中雄樹, 島村佳伸

    日本材料学会第29回FRPシンポジウム講演論文集   287 - 290   2000

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  • 統計的手法を用いたはく離検出CFRP梁の研究

    岩崎篤, 轟章, 森木洋, 島村佳伸

    日本材料学会第29回FRPシンポジウム講演論文集   291 - 292   2000

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  • Smart Delamination Monitoring of CFRP Plates using Electric Resistance Change

    TODOROKI Akira

    25   29 - 32   2000

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  • 固有振動数変化を用いた統計的手法による曲げ損傷検出知的構造

    岩崎篤, 轟章, 島村佳伸, 小林英男

    日本機械学会関東支部第6期総会講演会講演論文集   ( 000-1 )   7 - 8   2000

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  • Stacking Sequence Optimization of Bending Stiffness of Non-Orthotropic Panel

    TERADA Yuichiro, TODOROKI Akira, SHIMAMURA Yoshinobu, KOBAYASHI Hideo

    2000   107 - 108   2000

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  • CF/エポキシ積層材における新接合法の実験的研究

    邉吾一, 野村治紀, 轟章

    日本材料学会第29回FRPシンポジウム講演論文集   97 - 98   2000

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  • GAによる複合材料積層平板の曲げーねじりカップリングの最適設計

    寺田雄一郎

    日本材料学会第29回FRPシンポジウム講演論文集   355 - 356   2000

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  • Diagnostic Method for Delamination Monitoring for CFRP Plate using Electric Resistance Change

    Akira Todoroki, Atshishi Iwasaki

    Proceedings of the 3rd Japan-France Seminor on Intelligent Materials and Structures   122 - 135   2000

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  • Stacking Sequence Optimizations using Modified Global Response Surface on Lamination Parameters

    TODOROKI Akira, SUENAGA Kentarou, SHIMAMURA Yoshinobu

    25   19 - 20   2000

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  • Smart Delamination Monitoring of Graphite/Epoxy Laminates using Electric Resistance Change with Response Surfaces

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura

    Proceedings of The 2nd Asian-Austrasian Conference on Composite Materials (ACCM2000)   1041 - 1046   2000

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  • Plug&Monitor System for Smart Detection of Damage of Composite Structures

    Akira Todoroki, Yoshinobu Shimamura Atsushi Iwasaki Takaomi Inada, Hiroshi Moriki

    Proceedings of The 2nd Asian-Austrasian Conference onComposite Materials (ACCM2000)   1047 - 1046   2000

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  • Effects of stacking sequence and number of electrodes on detection of delamination of CFRP using electric resistance change

    Yuki Tanaka, Akira Todoroki, Yoshinobu Shimamura, Hideo Kobayashi, Haruo Nakamura

    Nihon Kikai Gakkai Ronbunshu, A Hen/Transactions of the Japan Society of Mechanical Engineers, Part A   66 ( 647 )   1355 - 1361   2000

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    DOI: 10.1299/kikaia.66.1355

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  • 非分布型センサーを用いた構造ヘルスモニタリング

    轟章

    材料科学   36 ( 6 )   304 - 310   2000

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  • Delamination Monitoring of Graphite/epoxy Composites by Electric Resistance Change

    Akira Todoroki, Yuuki Tanaka, Yoshinobu Shimamura, Hideo Kobayashi

    Proceedings of the 9th US-Japan Conference on Composite Materials   331 - 337   2000

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  • Strucutral Health Monitoring System via Ethernet LAN with Fiber Optic Strand Type Strain Sensors and Web Camera

    Akira Todoroki, Atsushi Iwasaki Takuya Satou, Yoshinobu Shimamura

    Tenth International Conference on Adaptive Structures and Technologies   423 - 430   2000

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  • 複合材パネルの最適設計法(方法と実践)

    SatchiVenkarataraman, R.T.Haftka 轟章

    日本複合材料学会誌   26 ( 6 )   203 - 212   2000

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    Language:Japanese   Publisher:JAPAN SOCIETY FOR COMPOSITE MATERIALS  

    DOI: 10.6089/jscm.26.203

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  • Plug and monitor system via ethernet with distributed sensors and CCD cameras

    A Todoroki, Y Shimamura, T Inada

    STRUCTURAL HEALTH MONTORING 2000   571 - 580   1999

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  • Response surface for delamination monitoring of graphite/epoxy composites using electric resistance change

    A Todoroki, Y Tanaka, Y Shimamura

    STRUCTURAL HEALTH MONTORING 2000   308 - 316   1999

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  • Health Monitoring of Glass/Epoxy Composites Using Electro-Luminescent Backlight

    Akira TODOROKI, Yoshinobu, SHIMAMURA Shouji YOSHIDA

    Proceedings of the 6th Japan International SAMPE Symposium   2   971 - 974   1999

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  • 電気抵抗変化によるCFRPはく離検出知的構造に及ぼす積層構成の影響

    田中雄樹, 轟章, 島村佳伸

    1999年度年次大会講演論文集   ( 99-1 )   329 - 330   1999

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  • 応答曲面法

    轟章

    講習会 応答曲面法による非線形問題の最適設計入門   ( 99-73 )   11 - 24   1999

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  • Effects of Number of Electrodes on Detection of Delamination of CFRP Using Electric Resistance Change

    TANAKA Yuki, TODOROKI Akira, SHIMAMURA Yoshinobu, KOBAYASHI Hideo, NAKAMURA Haruo

    24   27 - 28   1999

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  • Fatigue Damage Monitoring of Glas/epoxy Composites using EL Backlight

    TODOROKI Akira, SHIMAMURA Yoshinobu, YOSHIDA Shouji

    24   29 - 30   1999

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  • Health Monitoring of Glass/Epoxy Composites Using Electro-Luminescent Backlight

    Akira TODOROKI, Yoshinobu, SHIMAMURA Shouji YOSHIDA

    Proceedings of the 6th Japan International SAMPE Symposium   2   971 - 974   1999

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  • フラクタル発生による複合材料積層構成最適化

    寺田雄一郎

    計算工学講演会論文文集   4 ( 1 )   485 - 488   1999

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  • フラクタル分枝限定法による積層構成最適化

    寺田雄一郎

    日本複合材料学会1999年度研究発表講演会予稿集   99 - 100   1999

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  • 積層パラメータ拡大応答曲面のGAを用いた積層構成最適化

    轟章 笹井正史

    計算工学講演会講演論文集   4 ( 1 )   467 - 470   1999

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  • Plug and monitor system via ethernet with distributed sensors and CCD cameras

    A Todoroki, Y Shimamura, T Inada

    STRUCTURAL HEALTH MONTORING 2000   571 - 580   1999

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  • Health Monitoring of Glass/Epoxy Composites Using Electro-Luminescent Backlight

    Akira Todoroki, Yoshinobu Shimamura, Shoji Yoshida

    Proceedings of 6th International SAMPE Symposium   ( 2 )   971   1999

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  • Response surface for delamination monitoring of graphite/epoxy composites using electric resistance change

    A Todoroki, Y Tanaka, Y Shimamura

    STRUCTURAL HEALTH MONTORING 2000   308 - 316   1999

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  • GAを用いたD最適実験計画

    轟章 寺田雄一郎

    第48回理論応用力学講演会講演論文集   113 - 114   1999

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  • 複数電極を使用した電気抵抗変化によるCFRPはく離検出知的構造の開発

    田中雄樹, 轟章, 島村佳伸

    第28回FRPシンポジウム講演論文集   323 - 326   1999

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  • Smart Structure for Delamination Detection of CFRP Using Response Surface of Electric Resistance Change of Multiple Electorodes.

    TANAKA Yuki, TODOROKI Akira, SHIMAMURA Yoshinobu

    Transactions of the Japan Society of Mechanical Engineers Series B   65 ( 640 )   2432 - 2438   1999

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    Compression strength and stiffness of laminated CFRP structural components are severely degraded by delaminations. The delaminations are unfortunately invisible or difficult to inspect by naked eyes. This brings significance of development of smart structures for detection of delaminations of CFRP. In the present study, an electric resistance change method is adapted for identifications of delamination crack position and size of CFRP laminates, and possibility of identification of delamination cracks is experimentally investigated by using cross ply laminates. 3-point-bending test are conducted using specimens with multiple electrodes to generate delamination cracks. Firstly, response surface to predict electric resistance change are constructed from measured electric resistance change. Secondary, design of experiments are conducted for inverse problem to predict delamination crack position and size from electric potential changes. Finally, response surface to predict delamination crack position and size are constructed. Using the response surface method with design of experiments, delamination crack position and size are predicted within practical precision without consideration of fracture mechanism.

    DOI: 10.1299/kikaia.65.2432

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  • 積層パラメータを変数としたGAによる複合材料積層構成最適化

    轟章 笹井正史

    第48回理論応用力学講演会講演論文集   111 - 112   1999

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  • Identification of Delamination Cracks of CFRP by Electrical Potential Method

    TODOROKI Akira, SUZUKI Hiroshi, SHIMAMURA Yoshinobu

    Transactions of the Japan Society of Mechanical Engineers Series B   65 ( 634 )   1330 - 1336   1999

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    An electrical resistance method is applied for identifications of size and position of delamination cracks of components of CFRP in the present study. The method does not cause strength reduction of CFRP structures, because the method adopts reinforcement fiber itself as sensors. Due to orthotropic electrical residence of laminates of CFRP, electric potential fields of CFRP laminates are different from the fields of conventional methods for isotropic metallic materials. Authors have investigated the effect of orthotropic electrical resistance on the method by using FEM. Based on the results. identification of delamination crack size and position was impossible in the case of only an entire electric resistance change of a structure is available. In the present study, multiple points for measurement of electric potential are adopted for identifications of the delamination crack size and position. The response surface methodology is adopted to estimate delamination size and position with electric potential change data. Using FEM analysis, identification of the delamination crack size and position is conducted. As a result, a 5-segment-method is numerically shown to be very effective for identification of delamination crack size and position.

    DOI: 10.1299/kikaia.65.1330

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  • Improvement of Design Reliability for Buckling Load Maximization of Composite Cylinder Using Genetic Algorithm with Recessive Gene Like Repair

    TODOROKI Akira, SASAI Masafumi

    Transactions of the Japan Society of Mechanical Engineers Series B   65 ( 631 )   614 - 620   1999

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    Genetic algorithms are applied to obtain the optimal stacking sequences for maximizations of buckling load of composite cylinders. In this problem, three rules for empirical stacking are implemented as constraints. The first is that the laminates have to be balanced. The second is that more than 4 contiguous plies of the same orientation is not allowed. The third is that difference of fiber orientations between adjacent plies must not exceed 45 degree. The difficulty of handling constraints in genetic optimizations are handled by adoption of a new repair system. The new repair system operates when the chromosome violating the constraints is decoded to a stacking sequence. This repair system does not alter genes of the chromosome but changes decoding rules to introduce the constraints. This is similar to recessive genes in biology. By using this repair system, a chromosome of {2 2 2 1 1 1 0 0 0} is decoded to [90/90/90/45/90/-45/-45/0/45] s. Design reliability of the genetic algorithm with the new repair system are examined in detail by comparing the reliability with a penalty method. As a result, the genetic algorithm with the repair system is shown to provide higher design reliability.

    DOI: 10.1299/kikaia.65.614

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  • Health Monitoring of Glass/Epoxy Composites Using Electro-Luminescent Backlight

    Akira Todoroki, Yoshinobu Shimamura, Shoji Yoshida

    Proceedings of 6th International SAMPE Symposium   ( 2 )   971   1999

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  • Effect of Electrode Position on Detection of Delamination of CFRP by Electrical Potential Method

    AKIRA TODOROKI

    Journal of the Japan Society for Conposite Materials   24 ( 5 )   176 - 182   1998

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    Smart structures are appropriate approaches to obtain high reliability for structures made of CFRP. Electrical potential method for detection of damages does not bring strength reduction of CFRP structures. Authors have studied the effects of orthotropic electrical resistance on detection of delamination cracks, and have proposed a new approach for measurement of the electric resistance in the thickness direction by using FEM. In the present study, numerical analysis conducted in detail to investigate the effect of electrode positions on detection of delamination cracks by using the electric potential method. FEM analysis shows that construction of electrodes on 0°-ply surface is the best way to detect the delamination cracks from voltage changes between electrodes. Multiple cases of delamination size and position are calculated, and compared with each other. As a result, it is shown that the delamination cracks can be detected by using electric potential method, but the identification of the size and position of the delamination cracks is very difficult even if electric voltage changes are measured among 3 points. For the identification of the size and position, more information would be required.

    DOI: 10.6089/jscm.24.176

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  • Optimization of Composite Laminate by using Genetic Algorithm with Recessive Gene Like Repair Strategy

    TODOROKI Akira, HAFTKA Rapheael T.

    Transactions of the Japan Society of Mechanical Engineers   64 ( 618 )   514 - 521   1998

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    A genetic algorithm is used to obtain the stacking sequence of the laminate that has the set of lamination parameters that are the closest to a set of target lamination parameters. In addition, the laminate is required to be balanced and to have no more than 4 contiguous plies of the same orientation in order to satisfy practical considerations. This problem is a constrained combinatorial optimization problem which is usually difficult to solve. The difficulty of enforcing constraints in genetic optimization is handled by introducing a new repair strategy. The new repair strategy does not alter genes but only changes decoding rules, and is similar in this respect to the way recessive genes operate in biology. The relationship between the reliability of the genetic algorithm and the probability of repair was investigated, and it is shown that 100% probability of repair is optimal when the target laminates include 45°plies, Since practical composite laminates usually include 45°plies, it is concluded that the repair strategy discussed herein should always be used with the optimization.

    DOI: 10.1299/kikaia.64.514

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  • Evaluation of Orthotropic Electrical Rosistance for Delamination Detection of CFRP by Electrical Potential Method

    Akira TODOROKI, Hiroshi SUZUKI, Hideo KOBAYASHI, Haruo NAKAMURA, Yoshinobu Shimamura

    Transaction of the Japan Society of Mechanicul Engineers   64 ( 622 )   1654 - 1659   1998

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    Smart structures are one of the appropriate approaches to obtain high structural reliability of CFRP. Electrical potential method for detections of damages does not bring strength reduction of CFRP structures. However, Iaminates of CFRP have orthotropic electrical conductivity, and it is required to evaluate the effects of orthotropic electric resistance on detections of delamination. In the present study, orthotropic electrical resistance is shown to be a main factor of difference between experimental results of authors and of Moriya by FEM analyses. The analyses show the low electric conductivity in the thickness direction causes small inclination of the relation between delamination crack length and electric resistance. A new approach for measurement of the electric conductivity in the thickness direction also proposed.

    DOI: 10.1299/kikaia.64.1654

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  • Stacking Sequence optimization by a genetic algorihtms with a new recessive gene like repair strategy

    AKIRA TODOROKI

    Composites B   ( 29 )   227   1998

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  • Stacking Sequence Optimizations for Composite Plate Buckling by Genetic Algorithm with Response Surface in Lamination Parameters. Reviewed

    Akira TODOROKI, Raphael T. HAFTKA

    TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series A   64 ( 621 )   1138 - 1145   1998

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    Authorship:Lead author   Publisher:Japan Society of Mechanical Engineers  

    DOI: 10.1299/kikaia.64.1138

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  • Effect of Electrode Position on Detection of Delamination of CFRP by Electrical Potential Method

    TODOROKI Akira, SUZUKI Hiroshi, SHIMAMURA Yoshinobu

    Journal of the Japan Society for Composite Materials   24 ( 5 )   176 - 182   1998

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    Smart structures are appropriate approaches to obtain high reliability for structures made of CFRP. Electrical potential method for detection of damages does not bring strength reduction of CFRP structures. Authors have studied the effects of orthotropic electrical resistance on detection of delamination cracks, and have proposed a new approach for measurement of the electric resistance in the thickness direction by using FEM. In the present study, numerical analysis conducted in detail to investigate the effect of electrode positions on detection of delamination cracks by using the electric potential method. FEM analysis shows that construction of electrodes on 0°-ply surface is the best way to detect the delamination cracks from voltage changes between electrodes. Multiple cases of delamination size and position are calculated, and compared with each other. As a result, it is shown that the delamination cracks can be detected by using electric potential method, but the identification of the size and position of the delamination cracks is very difficult even if electric voltage changes are measured among 3 points. For the identification of the size and position, more information would be required.

    DOI: 10.6089/jscm.24.176

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  • Optimization of Composite Laminate by using Genetic Algorithm with Recessive Gene Like Repair Strategy

    TODOROKI Akira, HAFTKA Rapheael T.

    Transactions of the Japan Society of Mechanical Engineers Series B   64 ( 618 )   514 - 521   1998

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    A genetic algorithm is used to obtain the stacking sequence of the laminate that has the set of lamination parameters that are the closest to a set of target lamination parameters. In addition, the laminate is required to be balanced and to have no more than 4 contiguous plies of the same orientation in order to satisfy practical considerations. This problem is a constrained combinatorial optimization problem which is usually difficult to solve. The difficulty of enforcing constraints in genetic optimization is handled by introducing a new repair strategy. The new repair strategy does not alter genes but only changes decoding rules, and is similar in this respect to the way recessive genes operate in biology. The relationship between the reliability of the genetic algorithm and the probability of repair was investigated, and it is shown that 100% probability of repair is optimal when the target laminates include 45°plies, Since practical composite laminates usually include 45°plies, it is concluded that the repair strategy discussed herein should always be used with the optimization.

    DOI: 10.1299/kikaia.64.514

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  • Evaluation of Orthotropic Electrical Resistance for Delamination Detection of CFRP by Electrical Potential Method

    TODOROKI Akira, SUZUKI Hiroshi, KOBAYASHI Hideo, NAKAMURA Haruo, SHIMAMURA Yoshinobu

    Transactions of the Japan Society of Mechanical Engineers Series B   64 ( 622 )   1654 - 1659   1998

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    Smart structures are one of the appropriate approaches to obtain high structural reliability of CFRP. Electrical potential method for detections of damages does not bring strength reduction of CFRP structures. However, Iaminates of CFRP have orthotropic electrical conductivity, and it is required to evaluate the effects of orthotropic electric resistance on detections of delamination. In the present study, orthotropic electrical resistance is shown to be a main factor of difference between experimental results of authors and of Moriya by FEM analyses. The analyses show the low electric conductivity in the thickness direction causes small inclination of the relation between delamination crack length and electric resistance. A new approach for measurement of the electric conductivity in the thickness direction also proposed.

    DOI: 10.1299/kikaia.64.1654

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  • Stacking Sequence optimization by a genetic algorihtms with a new recessive gene like repair strategy

    AKIRA TODOROKI

    Composites B   ( 29 )   227   1998

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  • Stacking Sequence Optimizations for Composite Plate Buckling by Genetic Algorithm with Response Surface in Lamination Parameters

    Akira TODOROKI, Raphael T. HAFTKA

    Transations of the Japan Society of Mechanicul Engineers   64 ( 621 )   1138 - 1145   1998

  • Strain Measurement by Curved Optical Fiber Sensor

    TODOROKI Akira, HATANAKA Takashi, KOBAYASHI Hideo, NAKAMURA Haruo, SHIMAMURA Yoshinobu

    Transactions of the Japan Society of Mechanical Engineers. Series C.   63 ( 615 )   3710 - 3714   1997

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    Since composite structures applied for supporting super conductivity coils are covered by structures forinsulation, health monitoring systems are very important for the structures. Composite structures will be used in strong variable magnetic fields. This causes significant difficulty in applying electrical methods for detection of defects. Although we can use several optical strain sensors, they are still expensive and have some problems of long term reliability. In the present study therefore, a novel optical strain sensor using power loss by macro scale bending was developed and investigated in detail. A curved optical fiber was attached to specimens. When the specimen is tensioned, the optical power loss changes due to the change of radius of the curved optical fiber. The optimum fiber path configuration (quarter circle) was found by computations. The applicability of the sensor was investigated experimentally under static and cyclic loading. As a result, the sensor was proved to be very effective and to be reliable at low cost.

    DOI: 10.1299/kikaic.63.3710

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  • スマートCFRP構造開発を目的とした電気ポテンシャル法による層間はく離検出法の適用性検討

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    日本複合材料学会誌   21 ( 3 )   89 - 95   1995

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  • Optimization of Composite Plate by Genetic Algorithms

    TODOROKI Akira, WATANABE Kyu, KOBAYASHI Hideo, NAKAMURA Haruo

    Transactions of the Japan Society of Mechanical Engineers Series B   61 ( 587 )   1453 - 1459   1995

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    Composite laminated plates have been widely applied to aircraft primary structures. However, composites have remarkable mechanical anisotropy, and material design on stacking sequences is needed. In recent years genetic algorithms have been worthy of notice as solutions for combinatorial optimum problems. Some reserachers have applied the genetic algorithm for optimization of stacking sequence, but not for stacking number. Therefore, three new approaches were proposed and examined in detail in this study. A 'two species GA model' uses two species which differ in their stacking numbers. The choromosomes of meta populations have one less genes by one than the chromosomes of actual populations in this model. However, these populations are independent of each other. A 'mixed two species model' is similar to the two species GA except for crossover, and the two species exchange their genes with each other. A 'mutant model' uses only mutation. Using these three models, a bending stiffness optimization problem was examined. As a result, both the 'mixed two species model' and the 'mutant model' are applicable in the special case that there is little difference between local minimum points, such as in this problem.

    DOI: 10.1299/kikaia.61.1453

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  • IMAGE-ANALYSIS OF DELAMINATION CRACKS IN CARBON-FIBER COMPOSITES BY SCANNING ACOUSTIC MICROSCOPY

    A TODOROKI, H KOBAYASHI, JG LEE

    COMPOSITES SCIENCE AND TECHNOLOGY   52 ( 4 )   551 - 559   1994

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  • Research on Smart Structures for Detecting Cracks Using Neural Network.

    Todoroki Akira, Iimura Akiko, Kobayashi Hideo

    Transactions of the Japan Society of Mechanical Engineers Series B   60 ( 570 )   580 - 585   1994

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    Smart structures which have the ability to detect defects by themselves and which warn us of such danger have received wide attention. Smart structures with strain sensors such as piezo elastic ceramic films are especially attractive because the sensors are easily applicable to the structures in operution. Studies on the brain of smart structures with the strain sensors, however, have not been conducted. Recently, a back propagation model, a kind of neural network, has been the reported to be effective for an inverse problem. In this study, therefore, the back propagation model was examined for use it as the brain of the smart structures with strain sensors. For the smart structures which detect fatigue cracks, of a B747 airplane several parameters such as the learning method, neuron number at the hidden layer and the position of the strain sensors were surveyed by numerical simulations.

    DOI: 10.1299/kikaia.60.580

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  • Study of Image Detection of Plastic Deformation Area with Acoustic Method.

    Todoroki Akira, Kobayashi Hideo, Arai Yoshio, Kobayashi Taku

    Transactions of the Japan Society of Mechanical Engineers Series B   60 ( 570 )   494 - 500   1994

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    Detecting plastic deformation area at crack tips of FRM is very important for understanding the mechanism of reinforcing matrix by fibers. Few method, however, are proposed to detect the plastic deformation inside the FRM. Recently, a scanning acoustic microscope has developed and this gives us chance to detect the plastic deformation area. In this study, several acoustic methods including a scanning acoustic microscope were examined to detect the image of it. As results, acoustic velocity change as a function of plastic strain of aluminum alloy was obtained and the change was discussed with a dislocation vibration model. The images with 50 MHz acoustic lens and 200 MHz acoustic lens were obtained and investigated in detail.

    DOI: 10.1299/kikaia.60.494

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  • Application of genetic Algorithm to Stiffness Optimization of Laminated Composite Plates with Stress Concentrated Open Holes

    AKIRA TODOROKI

    Transactions of the Japan Society Mechanical Engineers   60 ( 573 )   1266 - 1271   1994

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    Recently, laminated composite plates have been applied to many aircraft structures because their mechanical properties are superior to the conventional materials. Since the laminates have anisotropic elastic properties, the optimum design is reqired to make the best use of the composite laminates. The authors have proposed a successful object-oriented expert system to design the laminated composites with actual constraints. A solution to optimize the fiber orientation of stiffeners around the open hole, however, has not been developed because it is very difficult and reqires stress redistribution analysis. In this study, therefore, the genetic algorithms were applied to solve the optimization problem with the object-oriented finite-element stress analysis method. Results obtained were as follows. (1) The GA method is applicable to an open hole model. (2) The random search method is applicable to any model.

    DOI: 10.1299/kikaia.60.1266

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  • IMAGE-ANALYSIS OF DELAMINATION CRACKS IN CARBON-FIBER COMPOSITES BY SCANNING ACOUSTIC MICROSCOPY

    A TODOROKI, H KOBAYASHI, JG LEE

    COMPOSITES SCIENCE AND TECHNOLOGY   52 ( 4 )   551 - 559   1994

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  • Stiffness Optimization of Composite Laminated Structures by Object-Oriented Finite-Element Analysis Method.

    Todoroki Akira, Watanabe Kyu, Kobayashi Hideo, Nakamura Haruo

    Transactions of the Japan Society of Mechanical Engineers Series B   60 ( 571 )   860 - 866   1994

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    Since unidirectional composite lamina has stiffness anisotrophy, it is well known that stress concentration around a hole can be avoided through optimum design Little researche on optimizing laminated composite structures, however, has been conducted though several studies have developed optimum design of laminated composite plates. In this study, an object-oriented finite-element analysis method was developed to make prototype systems for optimizing the laminated composite structures and it was applied to the problem of decreasing stress energy concentration. Two types of were applied to open hole and bolted joint structures. As a resul, the systems were proven to be excellent.

    DOI: 10.1299/kikaia.60.860

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  • Application of Generic Algorithms to Stiffness Optimization of Laminated Composite Plates with Stress Concentrated Open Holes.

    Todoroki Akira, Watanabe Kyu, Kobayashi Hideo

    Transactions of the Japan Society of Mechanical Engineers Series B   60 ( 573 )   1266 - 1271   1994

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    Recently, laminated composite plates have been applied to many aircraft structures because their mechanical properties are superior to the conventional materials. Since the laminates have anisotropic elastic properties, the optimum design is reqired to make the best use of the composite laminates. The authors have proposed a successful object-oriented expert system to design the laminated composites with actual constraints. A solution to optimize the fiber orientation of stiffeners around the open hole, however, has not been developed because it is very difficult and reqires stress redistribution analysis. In this study, therefore, the genetic algorithms were applied to solve the optimization problem with the object-oriented finite-element stress analysis method. Results obtained were as follows. (1) The GA method is applicable to an open hole model. (2) The random search method is applicable to any model.

    DOI: 10.1299/kikaia.60.1266

    CiNii Books

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    Other Link: https://jlc.jst.go.jp/DN/JALC/00026519999?from=CiNii

  • Study of Image Detection of Plastic Deformation Area with Acoustic Method

    AKIRA TODOROKI

    Transactions of the Japan Society of Mechanical Engineers   60 ( 570 )   494 - 500   1994

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    Detecting plastic deformation area at crack tips of FRM is very important for understanding the mechanism of reinforcing matrix by fibers. Few method, however, are proposed to detect the plastic deformation inside the FRM. Recently, a scanning acoustic microscope has developed and this gives us chance to detect the plastic deformation area. In this study, several acoustic methods including a scanning acoustic microscope were examined to detect the image of it. As results, acoustic velocity change as a function of plastic strain of aluminum alloy was obtained and the change was discussed with a dislocation vibration model. The images with 50 MHz acoustic lens and 200 MHz acoustic lens were obtained and investigated in detail.

    DOI: 10.1299/kikaia.60.494

    CiNii Books

    researchmap

    Other Link: http://sucra.saitama-u.ac.jp/modules/xoonips/detail.php?id=A3000145

  • Stiffness Optimization of Composite Laminated Structures by Object-Oriented Finite-Element Analysis Method

    AKIRA TODOROKI

    Transactions of the Japan Society Mechanical Engineers   60 ( 571 )   860 - 866   1994

  • Research on Smart Structures for Detecting Cracks

    AKIRA TODOROKI

    Transactions of the Japan Society Mechanical Engineers   60 ( 570 )   580 - 585   1994

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    Smart structures which have the ability to detect defects by themselves and which warn us of such danger have received wide attention. Smart structures with strain sensors such as piezo elastic ceramic films are especially attractive because the sensors are easily applicable to the structures in operution. Studies on the brain of smart structures with the strain sensors, however, have not been conducted. Recently, a back propagation model, a kind of neural network, has been the reported to be effective for an inverse problem. In this study, therefore, the back propagation model was examined for use it as the brain of the smart structures with strain sensors. For the smart structures which detect fatigue cracks, of a B747 airplane several parameters such as the learning method, neuron number at the hidden layer and the position of the strain sensors were surveyed by numerical simulations.

    DOI: 10.1299/kikaia.60.580

    CiNii Books

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    Other Link: https://jlc.jst.go.jp/DN/JALC/00025114683?from=CiNii

  • Development of Expert System for Optimum Design of Stiffness of Laminated Composite Plates.

    SASADA Naonobu, TODOROKI Akira, MIKI Mitunori

    Transactions of the Japan Society of Mechanical Engineers Series B   58A ( 551 )   551 - 1180   1992

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    A system for designing the stacking sequence of laminated composite plates using object-oriented programming system Smalltalk-80 was presented. In this design system, the stacking sequence of a laminated composite plate is optimized to reduct the actual strain to a value less than that required by the design under an applied load with the lowestply number subject to constraints in the stacking sequence. Two optimization approaches were provided. In the first approach, plies which most drastically reduced the actual strain of the composite plate were laminated one by one. In the second approach, based on the branch-and-bound procedure, the optimal solution to the stacking sequence problem was efficiently obtained.

    DOI: 10.1299/kikaia.58.1175

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  • Fracture Characteristics and Mechanisms of GFRTP.

    HIRUKAWA Hisashi, TODOROKI Akira, KOBAYASHI Hideo, NAKAMURA Haruo

    Transactions of the Japan Society of Mechanical Engineers Series B   58A ( 550 )   550 - 851   1992

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    Tensile and fatigue characteristics of GFRTP were examined in the longitudinal (L) and transverse (T) directions. Young's modulus E and tensile strengthσB were higher in the L-direction than those in the T-direction. As a result, fatigue strength σa showed a higher value in the L-direction. The relation σaB and number of cycles to failure were coincident in both directions.

    DOI: 10.1299/kikaia.58.845

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  • Fracture Characteristics and Mechanics of GFRTP

    AKIRA TODOROKI

    Transatios of the Japan Society of Mechanical Engineers   58A ( 550 )   550 - 851   1992

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    Tensile and fatigue characteristics of GFRTP were examined in the longitudinal (L) and transverse (T) directions. Young's modulus E and tensile strengthσB were higher in the L-direction than those in the T-direction. As a result, fatigue strength σa showed a higher value in the L-direction. The relation σaB and number of cycles to failure were coincident in both directions.

    DOI: 10.1299/kikaia.58.845

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    Other Link: https://jlc.jst.go.jp/DN/JALC/00015723741?from=CiNii

  • Development of Expert System for Optimum Design of Stiffness of Laminated Composite Plate

    AKIRA TODOROKI

    Transatios of the Japan Society of Mechanical Engineers   58A ( 551 )   551 - 1180   1992

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    A system for designing the stacking sequence of laminated composite plates using object-oriented programming system Smalltalk-80 was presented. In this design system, the stacking sequence of a laminated composite plate is optimized to reduct the actual strain to a value less than that required by the design under an applied load with the lowestply number subject to constraints in the stacking sequence. Two optimization approaches were provided. In the first approach, plies which most drastically reduced the actual strain of the composite plate were laminated one by one. In the second approach, based on the branch-and-bound procedure, the optimal solution to the stacking sequence problem was efficiently obtained.

    DOI: 10.1299/kikaia.58.1175

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    Other Link: https://jlc.jst.go.jp/DN/JALC/00016230583?from=CiNii

  • Evaluation of Delamination Fracture Toughness of High-Strength CFRP

    AKIRA TODOROKI

    Transatios of the Japan Society of Mechanical Engineers   57A   539   1991

  • Delamination micromechanism of unidirectinal CFRP

    AKIRA TODOROKI

    Mechanical Behaviour of Materials-VI(Pergamon Press)   3   1991

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  • Evaluation of Delamination Fracture Toughness of High-Strength CFRP and Micromechanism.

    TODOROKI Akira, KOBAYASHI Hideo

    Transactions of the Japan Society of Mechanical Engineers Series B   57A ( 539 )   539 - 1653   1991

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    High-strength CFRP has been applied to aircraft and spacecraft structures because of its high strength/weight and modulus/weight ratios. These have, however, laminated structures and show low resistance to delamination fracture caused by impact or fatigue loading. It is required, therefore, to evaluate and to improve delamination fracture toughness. In this study, mode I and II delamination fracture toughnesses were evaluated by using simple test methods and delamination micromechanisms were discussed based on results obtained by SEM and scanning acoustic micrography. Results obtained are as follows; (1) Mode I delamination fracture toughness shows a constant value during delamination crack growth. (2) Mode II delamination fracture toughness is three times as large as that of mode I . (3) A simple method is proposed to measure mode II delamination fracture resistance curve.

    DOI: 10.1299/kikaia.57.1648

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  • Influence Factors in Measureing Mode I Delamination Resistance of High Strength Type CERP

    AKIRA TODOROKI

    Journal of the Society of Materials Science   40 ( 451 )   451 - 476   1991

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    Language:Japanese   Publisher:The Society of Materials Science, Japan  

    High strelengt htype CFRP has low delamination resistance, although it has high mechanical prop erties. In this low delamination resistance, an opneig mode (mode I) delamination crack growth resistance is the most important because this mode shows relatively lower resistamce and usually occurs in actual structures. Recently, the energy release rate concept has been applied to estimate this model delamination resistance. Various test metbods have been Proposed to measure it using double cantilev er beam test specimens. The test method, however, has not been established yet and the micromechanism of delamination is still unknown. In this study, therefore, Various factors affecting the testing, such as large deformation of beam, jig and loading rate, are discussed based on a beam theory and th e experiments of mode I delamitlation resistance using higb strerngth type CFRP (T-400/epoxy) . The results obtained are as follows. It was reconfirmed that the effects of large deflection and jig are negligible under the condition of low deflection value (0.1<δ/a>0.25). (2) It is considered that the fiber bridging breaks by time depended fracture mechanisms. (3) Stick-slip delamination growth occurs under a low loading rate condition. (4) The modeling of the stick-slip delamination growth can be successfully made by considering visco-elastic property of resin.

    DOI: 10.2472/jsms.40.470

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  • Approach to Predict Near-Threshold Fatigue Crack Growth Rate in Heat-Treatment Residual Stress Field

    AKIRA TODOROKI

    Transactions of the Japan Society of Mechanical Engineers   57A ( 542 )   542 - 2365   1991

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    Fatigue crack growth rates in a residual stress field can be predicted by using a superposition technique. This approach needs an analysis of residual and contact stress intensity factors as the authors proposed in previous papers. Objectives of this study are to discuss an approach for predicting the fatigue crack growth rates near the threshold where the oxide induced crack closure is dominant and to evaluate experimentally an effect of the residual plastic stretch on the crack surface contact. It is concluded that this approach gives a good prediction by the using upper bound of base metal crack growth rate data, and the residual plastic stretch has an effect on the crack surface contact stress.

    DOI: 10.1299/kikaia.57.2361

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  • Delamination micromechanism of unidirectinal CFRP

    AKIRA TODOROKI

    Mechanical Behaviour of Materials-VI(Pergamon Press)   3   1991

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  • Influence Factors in Measuring Mode I Delamination Resistance Of High Strength Type CFRP

    TODOROKI Akira, KOBAYASHI Hideo, ADACHI Kunio

    Journal of the Society of Materials Science, Japan   40 ( 451 )   451 - 476   1991

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    Language:Japanese   Publisher:The Society of Materials Science, Japan  

    High strelengt htype CFRP has low delamination resistance, although it has high mechanical prop erties. In this low delamination resistance, an opneig mode (mode I) delamination crack growth resistance is the most important because this mode shows relatively lower resistamce and usually occurs in actual structures. Recently, the energy release rate concept has been applied to estimate this model delamination resistance. Various test metbods have been Proposed to measure it using double cantilev er beam test specimens. The test method, however, has not been established yet and the micromechanism of delamination is still unknown. In this study, therefore, Various factors affecting the testing, such as large deformation of beam, jig and loading rate, are discussed based on a beam theory and th e experiments of mode I delamitlation resistance using higb strerngth type CFRP (T-400/epoxy) . The results obtained are as follows. It was reconfirmed that the effects of large deflection and jig are negligible under the condition of low deflection value (0.1<δ/a>0.25). (2) It is considered that the fiber bridging breaks by time depended fracture mechanisms. (3) Stick-slip delamination growth occurs under a low loading rate condition. (4) The modeling of the stick-slip delamination growth can be successfully made by considering visco-elastic property of resin.

    DOI: 10.2472/jsms.40.470

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    Other Link: https://jlc.jst.go.jp/DN/JALC/00093707169?from=CiNii

  • Approach to Predict Near-Threshold Fatigue Crack Growth Rate in Heat-Treatment Residual Stress Field.

    TODOROKI Akira, KOBAYASHI Hideo, Nakamura Haruo, WATANABE Akihiro

    Transactions of the Japan Society of Mechanical Engineers Series B   57A ( 542 )   542 - 2365   1991

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    Fatigue crack growth rates in a residual stress field can be predicted by using a superposition technique. This approach needs an analysis of residual and contact stress intensity factors as the authors proposed in previous papers. Objectives of this study are to discuss an approach for predicting the fatigue crack growth rates near the threshold where the oxide induced crack closure is dominant and to evaluate experimentally an effect of the residual plastic stretch on the crack surface contact. It is concluded that this approach gives a good prediction by the using upper bound of base metal crack growth rate data, and the residual plastic stretch has an effect on the crack surface contact stress.

    DOI: 10.1299/kikaia.57.2361

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    Other Link: https://jlc.jst.go.jp/DN/JALC/00012034208?from=CiNii

  • Micromechanism of mode I delamination fracture in Graphite/Epoxy Composite.

    AKIRA TODOROKI

    Proceedings of the 5th Japan-US Conference on Composite Materias, CCM-V   1990

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  • Analysis of partial fatigue crack surface contact in residual stress fields. Reviewed

    Akira TODOROKI, Hideo KOBAYASHI

    TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series A   56 ( 524 )   838 - 844   1990

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    Authorship:Lead author   Language:Japanese   Publisher:Japan Society of Mechanical Engineers  

    Fatigue crack growth rate in a residual stress field has been predicted by using the superposition technique. In this method, a residual SIF (stress intensity factor) is computed and, by taking into account a real stress ratio of the summation of applied and residual (real) SIFs, a fatigue crack growth rate is predicted. When a crack grows from a compressive residual stress field, however, it is necessary to compute a SIF due to partial crack surface contact. In our previous paper, this effect was discussed and simple method of computing the SIF was shown. In this paper, by using this method, we stdudied the effect more precisely for some specimen geometries and loading types. Results obtained are as follows; (1) When the specimen completely unloaded, the real SIF is not affected by specimen geometries. (2) Partial crack surface partial contact is affected by loading types. (3) The bending loading reduces the loading when the crack surfaces contact compared with the tensile stress. Moreover, the partial crack contact does not occur at a crack in the residual tensile stress field. (4) A notch induced in the specimens reduces the SIF of partial crack surface contact.

    DOI: 10.1299/kikaia.56.838

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  • 残留応力場のき裂面部分接触の解析

    轟章

    日本機械学会論文集   56A   524   1990

  • Micromechanism of mode I delamination fracture in Graphite/Epoxy Composite.

    AKIRA TODOROKI

    Proceedings of the 5th Japan-US Conference on Composite Materias, CCM-V   1990

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  • Analysis of fatigue crack surface partial contact in residual stress fields

    AKIRA TODOROKI

    Fatigue 90, Materials and Component Engineering Publications Ltd.   2   1990

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  • Analysis of fatigue crack surface partial contact in residual stress fields

    AKIRA TODOROKI

    Fatigue 90, Materials and Component Engineering Publications Ltd.   2   1990

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  • Analysis of fatigue crack surface elastic contact in compressive residual stress field of compact specimen. Reviewed

    Akira TODOROKI, Hideo KOBAYASHI, Yoshio ARAI, Haruo NAKAMURA, Yasuo OHSAWA

    TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series A   55 ( 515 )   1634 - 1639   1989

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    Authorship:Lead author   Language:Japanese   Publisher:Japan Society of Mechanical Engineers  

    Based on the superposition technique, the effect of residual stress on the fatigue crack growth rate has been estimated to be the same as the effect of the applied stress ratio, considering the effect of the crack surface contact. In this paper, a simpler method to analyze the partial crack surface contact is proposed. The changes of the real stress intensity factor in a load cycle on a compact specimen with a welding residual stress field is analyzed numerically. The effect of a notch machined into the compact specimen is also analyzed. The results obtained are as follows; (1) The simpler method with the superposition technique can be applied. (2) Because of the crack surface contact, the real stress intensity factor range is reduced and the real stress ratio becomes is heigher than O in a compressive residual stress field. (3) The real stress intensity facor is kept constant from the onset of the crack surface contact to the complete unloading on the compact specimen. (4) The notch machined into the compact specimen reduces the effect of the partial crack surface contact.

    DOI: 10.1299/kikaia.55.1634

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Presentations

  • CFRPの雷撃損傷挙動におけるカップスタック型CNF添加の影響

    M&M2009材料力学カンファレンス  2009 

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  • 抵抗温度特性利用の電気抵抗変化法によるCFRPの統計的損傷診断

    M&M2009材料力学カンファレンス  2009 

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  • 電気抵抗変化法のCFRP積層板への適用における銅めっき一体電極の疲労特性評価

    M&M2009材料力学カンファレンス  2009 

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  • Self-Sensing of Delamination in Quasi-Isotropic CFRP Laminate using the Piezoresistivity

    17th nternational Conference on Composite Materials  2009 

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  • 抵抗温度変化を利用した学習データ不要の電気抵抗変化法によるCFRPの統計的損傷診断

    日本機械学会2009年度年次大会  2009 

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  • CFRP積層板損傷モニタリング用電気抵抗変化法の適用における銅めっき一体化電極

    日本機械学会2009年度年次大会  2009 

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  • 応答曲面法による複合材料積層板の破壊強度最大化手法

    日本実験力学会2009年度年次講演会  2009 

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  • 積層構成最適化によるCFRP積層構成の強度最大化

    日本複合材料学会2009年度研究発表講演会  2009 

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  • インピーダンス変化と誘電加熱によるVaRTM スマートフロー

    JCOM-38材料・構造の複合化と機能化に関するシンポジウム  2009 

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  • CFRP構造の自己アンテナ化と無線損傷検知

    日本非破壊検査協会安心・安全な社会を築く先進材料・非破壊計測技術シンポジウム  2009 

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  • Self-deployable graphite/epoxy composites space structure with embedded SMA wires

    Smart Structures and Materials & Nondestructive Evaluation and Health Monitoring  2009 

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  • Intelligent tires for improved tire safety based on strain measurement

    Proceedings of SPIE  2009 

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  • Nanoimprint lithography表面修飾を用いた機能性表面の作製

    日本複合材料学会2009年度研究発表講演会  2009 

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  • くし型電極を用いた誘電加熱によるVaRTMスマート成形

    日本複合材料学会2009年度研究発表講演会  2009 

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  • 複数応答曲面を用いたCFRP積層構造の強度最大化のための積層構成最適化

    日本計算工学会講演会  2009 

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  • 電気抵抗変化法によるCFRPの圧縮損傷検知

    日本複合材料学会2009年度研究発表講演会  2009 

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  • 抵抗温度特性変化利用の電気抵抗変化法によるCFRP平板の統計的診断

    日本複合材料学会2009年度研究発表講演会  2009 

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  • CNF添加CFRPの電気特性と雷撃損傷挙動

    日本複合材料学会2009年度研究発表講演会  2009 

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  • Automatic damage detection of the Jet-fan using statistical unsupervised method

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Smart flow of VaRTM controlled by dielectric heating

    Proceedings of the 7th Japan-Korea Joint Symposium on Composite Materials  2009 

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  • Antenna/sensor multifunctional composites for the wireless detection of damage

    Proceedings of the 7th Japan-Korea Joint Symposium on Composite Materials  2009 

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  • Self-deployable graphite/epoxy composites space structure with embedded SMA wires

    Smart Structures and Materials & Nondestructive Evaluation and Health Monitoring  2009 

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  • Intelligent tires for improved tire safety based on strain measurement

    Proceedings of SPIE  2009 

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  • Concurrent monitoring of in-plane strain and out-of-plane displacement of tires using digital image correlation method

    Asia-Pacific Symposium on Measurement of Mass, Force & Torque (APMF2009)  2009 

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  • Concurrent monitoring of in-plane strain and out-of-plane displacement of tires using digital image correlation method

    Proceedings of Asia-Pacific Symposium on Measurement of Mass, Force & Torque (APMF2009)  2009 

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  • Self-Sensing of Delamination in Quasi-Isotropic CFRP Laminate using the Piezoresistivity

    17th nternational Conference on Composite Materials  2009 

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  • Wireless damage detection of CFRP using self-antenna technology

    Proceedings of ICCM 2009  2009 

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  • Detection of compressive damage in CFRP laminates by electrical resistance change method

    7th Japan-Korea Joint Symposium on Composite Materials  2009 

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  • Delamination detection in CFRP plates using statistical analysis of temperature characteristic of resistance

    7th Japan-Korea Joint Symposium on Composite Materials  2009 

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  • Transient Analysis of Functionally Graded Thick Hollow Circular Cylinders Under Mechanical Loadings

    Asian Pacific Conference for Materials and Mechanics 2009  2010 

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  • Simultaneous strain monitoring of graphite/epoxy laminates with electrical resistance changes by three-electrode method

    11th Japan International SAMPE Symposium & Exhibition  2010 

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  • Electrical resistance change measurement with elevated temperature due to Joule heating for detection of delamination in graphite/epoxy composites

    11th Japan International SAMPE Symposium & Exhibition  2010 

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  • Stacking sequence optimization using Kriging surface to maximize fracture strength

    7th Japan-Korea Joint Symposium on Composite Materials  2010 

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  • Transient Analysis of Functionally Graded Thick Hollow Circular Cylinders Under Mechanical Loadings

    Asian Pacific Conference for Materials and Mechanics 2009  2010 

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  • Simultaneous strain monitoring of graphite/epoxy laminates with electrical resistance changes by three-electrode method

    11th Japan International SAMPE Symposium & Exhibition  2010 

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  • Electrical resistance change measurement with elevated temperature due to Joule heating for detection of delamination in graphite/epoxy composites

    11th Japan International SAMPE Symposium & Exhibition  2010 

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  • Stacking sequence optimization using Kriging surface to maximize fracture strength

    7th Japan-Korea Joint Symposium on Composite Materials  2010 

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  • SMA wire embedded self-deployable CFRP structure

    11th Japan International SAMPE Symposium & Exhibition  2009 

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  • Damage detection in CFRP using statistical analysis of temperature characteristic of resistance

    11th Japan International SAMPE Symposium & Exhibition  2009 

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  • Compressive damage monitoring of CFRP by electrical resistance change method

    11th Japan International SAMPE Symposium & Exhibition  2009 

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  • Self-sensing composites

    11th Japan International SAMPE Symposium & Exhibition  2009 

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  • Relationship of lightning damage behavior and electrical properties of CNF dispersed CFRP

    11th Japan International SAMPE Symposium & Exhibition  2009 

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  • Smart flow controlled by dielectric heating for VaRTM

    11th Japan International SAMPE Symposium & Exhibition (JISSE-11)  2009 

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  • Fabrication of the multifunctional surface by using Nanoimprint lithography

    11th Japan International SAMPE Symposium & Exhibition (JISSE-11)  2009 

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  • Stacking sequence optimization using fractal branch and bound method for asymmetrical composite laminates

    11th Japan International SAMPE Symposium & Exhibition (JISSE-11)  2009 

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  • Antenna/sensor multifunctional composites for the wireless detection of damage

    11th Japan International SAMPE Symposium & Exhibition (JISSE-11)  2009 

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  • Surface modification using Nanoimprint lithography for improving joint strength of composites

    Asian Pacific Conference for Materials and Mechanics 2009 (APCMM 2009)  2009 

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  • Concurrent monitoring of in-plane strain and out-of-plane displacement of tires using digital image correlation method

    Asia-Pacific Symposium on Measurement of Mass, Force & Torque (APMF2009)  2009 

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  • Concurrent monitoring of in-plane strain and out-of-plane displacement of tires using digital image correlation method

    Proceedings of Asia-Pacific Symposium on Measurement of Mass, Force & Torque (APMF2009)  2009 

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  • The Effect of Poor Contact Electrodes on Electrical Property Change of CFRP Laminate due to Delamination

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • Evaluation of Dimple Geometry in CFRP/Metal Co-cured Joints

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • Nano-structural Control of CNT/epoxy Composite by Alternative Electric Field

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • Light-intensity Change Method for Cure Monitoring of Polyester-based Composites

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • 複数目標GAおよび応答曲面法を用いた風力発電用Cf/GFブレードの構造最適化

    2006年度年次大会講演論文集、日本機械学会  2006 

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  • 統計的無学習損傷診断法における最適基準応答曲面選択法

    2006年度年次大会講演論文集、日本機械学会  2006 

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  • 多点同時電気抵抗変化測定法による統計的損傷検知のCFRPへの適用

    2006年度年次大会講演論文集、日本機械学会  2006 

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  • FBGセンサ計測による統計的無学習損傷診断法を用いた鋼構造の疲労き裂進展評価

    2006年度年次大会講演論文集、日本機械学会  2006 

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  • Optimization of composite wind turbine blade using GA

    11th Japan International SAMPE Symposium & Exhibition  2009 

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  • Optimization of Ultrasonic Testing System Applicable to High Manganese Steel Rails

    17th World Conference on Nondestructive Testing  2009 

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  • Eddy current inspection of delamination in CFRP laminates utilizing surface strain variation

    Proceedings of the 5th Taiwan-Japan Workshop on Mechanical and Aerospace Engineering  2009 

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  • Self-sensing of carbon/epoxy laminated composites

    5th Taiwan-Japan Workshop on Mechanical and Aerospace Engineering  2009 

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  • Delamination detection in CFRP laminate suign eddy current technique

    13th Asia-Pacific Conference on Non-Destructive Testing  2009 

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  • Delamination detection in CFRP plates using statistical analysis of temperature characteristic of resistance

    13th Asia-Pacific Conference on Non-Destructive Testing  2009 

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  • Compressive fracture monitoring of CFRp structure by electrical resistance change method

    13th Asia-Pacific Conference on Non-Destructive Testing  2009 

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  • Time History Analysis of Stresses in Functionally Graded Thick Hollow Cylinder Subjected to Thermal Shock Loading Using Analytical Method

    Asian Pacific Conference for Materials and Mechanics 2009  2009 

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  • Electrical Resistance Change of Thick CFRP Laminated Composites for Self-sensing

    Asian Pacific Conference for Materials and Mechanics 2009  2009 

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  • Self-sensing multifunctional CFRP composites

    Asian Pacific Conference for Materials and Mechanics 2009  2009 

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  • Electrical resistance change of CFRP laminates by moisture absorption

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Temperature-compensated wireless sensor for detection of delamination cracks in CFRP laminates using oscillating frequency changes

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Delamination monitoring of CFRP laminate using asymmetrical dual charge electric potential change method

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Self-sensing system for CFRP structures using electrical resistance change

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Reflected-light-intensity change method for cure monitoring of GFRP

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • 電気抵抗変化によるCFRP 厚板の層間はく離モニタリングに及ぼす残留応力の影響

    &M2006材料力学カンファレンス講演論文集  2006 

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  • 無学習損傷診断による長期診断における基準データ選択法

    M&M2006材料力学カンファレンス講演論文集  2006 

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  • CNF 複合材料の電気抵抗型大ひずみセンサへの適用

    M&M2006材料力学カンファレンス講演論文集  2006 

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  • イーサネットを用いたパラレル計測における計測時刻同時性の検討

    M&M2006材料力学カンファレンス講演論文集  2006 

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  • ニットファブリックを用いたGFRP/金属ボルト埋め込み一体成形継手の評価

    M&M2006材料力学カンファレンス講演論文集  2006 

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  • 電気容量型センサを用いたタイヤのひずみ測定

    2006年度年次大会講演論文集、日本機械学会  2006 

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  • 拡張フラクタル分枝限定法による非対称積層構成最適化

    第30回複合材料シンポジウム講演要旨集  2005 

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  • Passive Wireless Deformation Measurement of Actual Tire Using Capacitance-resistance Change and Multiple Spectral Features

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • Electrical Resistance Change Measurement of CFRP under Cyclic Load

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • Delamination Monitoring of Thick CFRP Plates with Electrical Resistance Change Method

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • 電位差法によるCFRP積層板はく離モニタリング(等価導電率による実験 回数削減法)

    2005年度年次大会講演論文集  2005 

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  • 反射光強度変化によるGFRPの成形モニタリング

    2005年度年次大会講演論文集  2005 

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  • FBBとクリギング法を用いた補強板付複合材パネルの最小重量設計

    2005年度年次大会講演論文集  2005 

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  • 構造ヘルスモニタリングの動向

    2005年度年次大会講演資料集  2005 

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  • 孔空処理法によるGFRP/金属一体成形継手の開発

    第50回FRP CON-NEX講演要旨集  2005 

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  • Wireless detection of internal delamination cracks for carbon/epoxy composite using electrical resistance method

    20th Annual Technical Conference  2005 

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  • CFRP積層板の吸湿による電気抵抗変化メカニズム

    2005年度年次大会講演論文集  2005 

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  • VGCF/エポキシ複合材料の電気抵抗のひずみ依存性

    2005年度年次大会講演論文集  2005 

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  • ディンプル処理法によるCFRP/金属継手強度に及ぼすディンプル形状の影響

    2005年度年次大会講演論文集  2005 

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  • 高ノイズ環境下の構造の無学習以上検知法による診断

    2005年度年次大会講演論文集  2005 

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  • 銅メッキ電極を用いた電気抵抗変化法によるCFRP厚板のはく離検知

    2005年度年次大会講演論文集  2005 

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  • フラクタル分枝限定法による複合材料翼遷音速フラッタ動圧向上の積層構成最適設計

    第15回設計工学部門・システム部門講演会講演論文集  2005 

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  • 電気抵抗変化法によるCFRP擬似等方積層板におけるはく離同定

    第47回 構造強度に関する講演会講演集  2005 

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  • 反射光強度変化によるGFRPの成形モニタリング

    第50回FRP CON-NEX講演要旨集  2005 

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  • 積層構成最適化のフラクタル分枝限定法の非対称積層への拡張

    第15回設計工学部門・システム部門講演会講演論文集  2005 

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  • VGCF/エポキシ複合材料のピエゾ抵抗効果

    2005年度研究発表講演会予講集  2005 

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  • 電位差法を用いたCFRP積層板のはく離モニタリング(等価導電率を用いた実験回数の削減)

    2005年度研究発表講演会予講集  2005 

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  • 電気抵抗変化法を用いたCFRPはく離の自己温度補償型ワイヤレスセンサ

    第34回FRPシンポジウム講演論文集  2005 

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  • 極低温環境のマトリックス割れ検知への電気抵抗変化法の適用

    第34回FRPシンポジウム講演論文集  2005 

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  • PSOとFBBを用いた補強板付複合材料パネルの最適設計

    第34回FRPシンポジウム講演論文集  2005 

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  • 電気抵抗変化を用いたCFRP積層板の無線はく離検出

    M&M信州スプリングシンポジウム講演論文集  2005 

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  • Cryogenic Matrix-Crack Monitoring of CFRP Laminated Structures Using Electrical Resistance Changes

    Proceedings of 46th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics & Materials Conference 13th AIAA/ASME/AHS Adaptive Structures Conference 7th AIA  2005 

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  • Optimizations of Stiffened Composite Panel Using Fractal Branch and Bound Method

    Proceedings of 46th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics & Materials Conference 13th AIAA/ASME/AHS Adaptive Structures Conference 7th AIA  2005 

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  • 電気抵抗変化法のためのメッキ電極の開発

    2005年度研究発表講演会予講集  2005 

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  • 複数スペクトル特徴量を用いた実タイヤのひずみ無線パッシブモニタリング

    2005年度研究発表講演会予講集  2005 

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  • CFRPの吸湿に伴う電気抵抗変化機構の検討

    2005年度研究発表講演会予講集  2005 

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  • CFRP/金属接着継手へのディンプル処理法の適用

    第34回FRPシンポジウム講演論文集  2005 

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  • フラクタル分枝限定法による複合材翼積層最適化 (基底繊維配向角最適化によるフラッタ限界向上の検討)

    第30回複合材料シンポジウム講演要旨集  2005 

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  • 非対称電流負荷電位差法によるCFRP直交積層板の埋没はく離同定

    第30回複合材料シンポジウム講演要旨集  2005 

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  • Damage identification of quasi-isotropic CFRP laminate with the electrical resistance change method (application of the statistical method to the solver of inverse problem)

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Asymmetrical Dual Charge EPCM for Real-time Delamination Monitoring of CFRP Laminate

    Proceedings of 2nd Tokyo Tech-KAIST Joint Workshop on Fracture, Reliability and Advanced Materials  2005 

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  • Wireless detection of internal delamination cracks for carbon/epoxy composite using electrical resistance method

    20th Annual Technical Conference  2005 

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  • Passive Wireless Deformation Measurement of Actual Tire Using Capacitance-resistance Change and Multiple Spectral Features

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • Electrical Resistance Change Measurement of CFRP under Cyclic Load

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • Delamination Monitoring of Thick CFRP Plates with Electrical Resistance Change Method

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • The Effect of Poor Contact Electrodes on Electrical Property Change of CFRP Laminate due to Delamination

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • Evaluation of Dimple Geometry in CFRP/Metal Co-cured Joints

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • Nano-structural Control of CNT/epoxy Composite by Alternative Electric Field

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • Light-intensity Change Method for Cure Monitoring of Polyester-based Composites

    Proceedings of the 5th Japan-Korea Joint Symposium on Composite Materials  2005 

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  • Automatic damage detection of the Jet-fan using statistical unsupervised method

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • カーボンナノチューブ/エポキシ複合材料のピエゾ抵抗効果

    第16回プラスチック成形加工学会年次大会  2005 

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  • Piezoresistivity of VGCF/epoxy composites

    Proc. Carbon Nano Tube (CNT) - Polymer Composites International Conference  2005 

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  • Delamination monitoring of Quasi-isotropic CFRP thick plates using electrical resistance change method

    Proceedings of 2nd Tokyo Tech-KAIST Joint Workshop on Fracture, Reliability and Advanced Materials  2005 

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  • Electrical Properties of VGCF/epoxy composite under tensile strain

    Proceedings of 2nd Tokyo Tech-KAIST Joint Workshop on Fracture, Reliability and Advanced Materials  2005 

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  • Light intensity Change method for cure monitoring og GFRP

    Proceedings of 2nd Tokyo Tech-KAIST Joint Workshop on Fracture, Reliability and Advanced Materials  2005 

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  • Application of Dimple Treatment to GFRP/Metal joint

    Proceedings of 2nd Tokyo Tech-KAIST Joint Workshop on Fracture, Reliability and Advanced Materials  2005 

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  • Asymmetrical Dual Charge EPCM for Real-time Delamination Monitoring of CFRP Laminate

    Proceedings of 2nd Tokyo Tech-KAIST Joint Workshop on Fracture, Reliability and Advanced Materials  2005 

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  • Application of Dimple Treatment to CFRP/Metal Joint

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Piezoresistivity of carbon-nanotube composite

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • ボルト一体成形によるニットファブリック/アルミ合金継手の評価

    2006年度年次大会講演論文集、日本機械学会  2006 

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  • カーボンナノチューブ/柔軟エポキシ樹脂複合材料の電気抵抗型大ひずみセンサへの適用

    第31回複合材料シンポジウム講演要旨集、日本複合材料学会  2006 

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  • Stitching法によるGFRP/アルミ合金一体成形継手の評価

    第31回複合材料シンポジウム講演要旨集、日本複合材料学会  2006 

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  • 発信周波数変化とスペクトル解析を用いたCFRP積層板のひずみ・損傷複数点同期無線測定

    第31回複合材料シンポジウム講演要旨集、日本複合材料学会  2006 

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  • 温度変化による電気抵抗変化を用いたCFRPの統計的損傷検知

    第31回複合材料シンポジウム講演要旨集、日本複合材料学会  2006 

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  • 繰返し荷重負荷CFRP積層板に対する電気抵抗変化法の適用

    第31回複合材料シンポジウム講演要旨集、日本複合材料学会  2006 

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  • 部分柔軟FRPの開発

    第31回複合材料シンポジウム講演要旨集、日本複合材料学会  2006 

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  • Stacking sequence optimization to maximize buckling load of blade-stiffened panel with constraint using fractal branch and bound method

    Proceedings of ICCE-14  2006 

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  • Health monitoring of CFRP structures using electrical resistance change method

    International Joint conference of INABIO/SMEBA 2006  2006 

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  • Electrical resistance change of CFRP laminates by moisture absorption

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Temperature-compensated wireless sensor for detection of delamination cracks in CFRP laminates using oscillating frequency changes

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Delamination monitoring of CFRP laminate using asymmetrical dual charge electric potential change method

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Self-sensing system for CFRP structures using electrical resistance change

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Reflected-light-intensity change method for cure monitoring of GFRP

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Minimum weight design of stiffened composite panels using FBB and Kriging method

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Detectability analysis of damage in laminated composite plates by detouring electrical current

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • 部分柔軟CFRPを用いたヒンジレス構造の開発

    2006年度年次大会講演論文集、日本機械学会  2006 

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  • CNF/柔軟エポキシ複合材料のひずみに伴う電気抵抗変化とそのメカニズム

    日本複合材料学会2006年度研究発表講演会予稿集  2006 

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  • 電気抵抗変化多点同時測定によるCFRPの統計的損傷検知

    日本複合材料学会2006年度研究発表講演会予稿集  2006 

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  • 光ファイバセンサを用いた統計的手法によるCFRPの損傷診断

    日本複合材料学会2006年度研究発表講演会予稿集  2006 

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  • 無人小型飛行機用ヒンジレス構造の開発

    第48回構造強度に関する講演会講演論文集,日本航空宇宙学会  2006 

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  • 光ファイバセンサを用いた統計的無学習損傷診断法によるスマートストラクチャの構築

    第48回構造強度に関する講演会講演論文集,日本航空宇宙学会  2006 

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  • Statistical health monitoring of CFRP structure using multiple electrical resistance changes

    2006 

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  • 統計的診断手法によるスポット溶接継手の疲労き裂モニタリング

    第28回疲労シンポジウム講演論文集,日本材料学会  2006 

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  • Delamination monitoring of quasi-isotropic CFRP plate by electric potential change method

    Proceedings of 12th US-Japan Conference on Composite Materials  2006 

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  • Cryogenic Matrix-Crack Monitoring of CFRP Laminated Structures Using Electrical Resistance Changes

    Proceedings of 46th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics & Materials Conference 13th AIAA/ASME/AHS Adaptive Structures Conference 7th AIA  2005 

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  • Optimizations of Stiffened Composite Panel Using Fractal Branch and Bound Method

    Proceedings of 46th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics & Materials Conference 13th AIAA/ASME/AHS Adaptive Structures Conference 7th AIA  2005 

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  • Piezoresistivity of VGCF/epoxy composites

    Proc. Carbon Nano Tube (CNT) - Polymer Composites International Conference  2005 

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  • Delamination monitoring of Quasi-isotropic CFRP thick plates using electrical resistance change method

    Proceedings of 2nd Tokyo Tech-KAIST Joint Workshop on Fracture, Reliability and Advanced Materials  2005 

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  • Electrical Properties of VGCF/epoxy composite under tensile strain

    Proceedings of 2nd Tokyo Tech-KAIST Joint Workshop on Fracture, Reliability and Advanced Materials  2005 

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  • Light intensity Change method for cure monitoring og GFRP

    Proceedings of 2nd Tokyo Tech-KAIST Joint Workshop on Fracture, Reliability and Advanced Materials  2005 

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  • Application of Dimple Treatment to GFRP/Metal joint

    Proceedings of 2nd Tokyo Tech-KAIST Joint Workshop on Fracture, Reliability and Advanced Materials  2005 

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  • Stacking sequence optimization to maximize buckling load of blade-stiffened panel with constraint using fractal branch and bound method

    Proceedings of ICCE-14  2006 

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  • Health monitoring of CFRP structures using electrical resistance change method

    International Joint conference of INABIO/SMEBA 2006  2006 

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  • Evaluation of fiber damage in Partially-Flexible CFRP by electrical resistance change method

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • INVESTIGATION OF DELAMINATION MODEL FOR DAMAGE IDENTIFICATION OF QUASI-ISOTROPIC GRAPHITE/EPOXY LAMINATES USING ERCM

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • Large Strain Measurement by Using Carbon Nanofiber/Elastomer Composite Patch

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • Optimization of Dimensions and Laminates of Stiffened Composite Structure with Buckling Load Constraint using Multi-objective GA

    2007 

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  • Particle Swarm Optimization for Hat-stiffened Composite Panel with Fractal Branch and Bound Method

    APCOM'07-EPMESC XI  2007 

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  • ひずみ検出型電位差法による擬似等方 CFRP 積層板はく離同定のためのFEM 解析

    第51回 日本大学理工学部学術講演会  2007 

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  • HEALTH MONITORING OF CFRP STRUCTURES USING ELECTRICAL RESISTANACE CHANGE METHOD

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10  2007 

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  • APPLICATION OF STATISTICAL DAMAGE DETECTION TO CFRP PANEL-STRINGER STRUCTURE

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • DETECTION OF DAMAGE IN CFRP LAMINATES USING THE EDDY CURRENT METHOD WITH PROBE INCLUDING UNIFORM ELECTRIC CURRENT

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • Influence of the Excitation Frequency for the Delamination Detection via the Statistical Damage Diagnostic Method

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • 電位差法によるCFRP平板の損傷モニタリングの解析

    第48回構造強度に関する講演会講演論文集,日本航空宇宙学会  2006 

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  • CFRP 構造への電気抵抗変化を用いた統計的損傷検知

    第48回構造強度に関する講演会講演論文集,日本航空宇宙学会  2006 

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  • 両面電極を用いた電気抵抗変化法によるCFRP内部損傷同定

    第48回構造強度に関する講演会講演論文集,日本航空宇宙学会  2006 

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  • 電気容量変化を用いたパッチ型フレキシブルセンサによるタイヤのひずみ測定

    M&M2006材料力学カンファレンス講演論文集  2006 

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  • ハット型補強板付複合材パネルの寸法・積層構成最適化(MOGAとEIの比較検討)

    日本複合材料学会2006年度研究発表講演会予稿集  2006 

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  • 発信周波数変化を用いたCFRP積層板の無線ひずみセンサ

    第1回埼玉ブロック大会(講演会)講演論文集  2005 

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  • Piezoresistivity of carbon-nanotube composite

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • CFRP構造の損傷検知への電気抵抗変化を用いた統計的診断手法の適用

    第1回埼玉ブロック大会(講演会)講演論文集  2005 

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  • ニットファブリック/アルミ合金一体成形継手の強度評価

    第1回埼玉ブロック大会(講演会)講演論文集  2005 

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  • VGCF/エポキシ複合材料のピエゾ抵抗効果のメカニズム

    第1回埼玉ブロック大会(講演会)講演論文集  2005 

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  • CFRPの吸湿膨潤による電気抵抗変化

    第1回埼玉ブロック大会(講演会)講演論文集  2005 

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  • Detectability analysis of damage in laminated composite plates by detouring electrical current

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Application of Dimple Treatment to CFRP/Metal Joint

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Minimum weight design of stiffened composite panels using FBB and Kriging method

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • Statistical health monitoring of CFRP structure using multiple electrical resistance changes

    2006 

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  • Delamination monitoring of quasi-isotropic CFRP plate by electric potential change method

    Proceedings of 12th US-Japan Conference on Composite Materials  2006 

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  • 繰返し荷重下いのけるCFRP積層板の電気抵抗変化を用いた損傷検知

    2006年度年次大会講演論文集、日本機械学会  2006 

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  • 光透過性変化によるGFRPの簡易成形モニタリング

    第35回FRPシンポジウム講演論文集,日本材料学会  2006 

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  • クリギング法を用いた複合材料大型構造の寸法・積層構成最適設計

    第35回FRPシンポジウム講演論文集,日本材料学会  2006 

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  • Multi-Objective Optimization using MOGA and Kriging Method for structure design of CF/GF hybrid wind turbine blade

    APCOM'07-EPMESC XI  2007 

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  • Multi-objective Optimization using MOGA and Kriging Method for structure design of CF/GF hybrid wind turbine blade

    Proceedings of KAIST TIT TOHOKU UNIVERSITY HIT Joint Workshop on Multidisciplinary Design Problems  2007 

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  • Stacking sequence optimiation with constraint of stress-based failure criteria

    Proceedings of KAIST TIT TOHOKU UNIVERSITY HIT Joint Workshop on Multidisciplinary Design Problems  2007 

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  • 拡張FBBMを用いた複合材翼の拘束条件付フラッタ動圧最大化

    第56回理論応用力学講演会  2007 

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  • 電気抵抗変化法によるCFRP厚板損傷同定におけるはく離モデルの検討

    日本複合材料学会2007年度研究発表講演会  2007 

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  • Optimization of the statistical model for the structural health monitoring using the SI-F method

    SPIE Smart Structures & Materials and NDE for Health Monitoring and Diagnostics  2007 

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  • Statistical damages diagnosis of in-serivice structure under high noise enviroment using multiple reference data

    SPIE Smart Structures & Materials and NDE for Health Monitoring and Diagnostics  2007 

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  • Hingeless CFRP structure by using partially flexible composites

    SPIE Smart Structures & Materials and NDE for Health Monitoring and Diagnostics  2007 

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  • Dimensions and Laminates Optimization of hat- stiffened Composite Panel with Buckling Load Constraint using Multi- objective GA

    AIAA Infotech  2007 

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  • Structural Design for CF/GF Hybrid wind turbine blade using Multi- Objective Genetic Algorithm and Kriging Model Response Surface Method

    AIAA Infotech  2007 

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  • An Electrical Resistance Change Method for Carbon Fiber Reinforced Plastic Inspection

    Quantitative Nondestructive Evaluation  2007 

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  • Inter-Adherend fiberを用いたGFRP/アルミニウム合金一体成形継手強化法の開発

    複合材料学会第32回複合材料シンポジウム  2007 

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  • タイヤ変形計測に基づいたインテリジェントタイヤ

    日本機械学会M&M2007材料力学カンファレンス  2007 

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  • ロバスト応答曲面を用いた電気抵抗変化法によるCFRP平板の実はく離同定

    第32回複合材料シンポジウム  2007 

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  • 抵抗加熱を利用したセルフヒーリングCFRPの開発

    第32回複合材料シンポジウム  2007 

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  • 複合材料構造物における繊維うねりの影響評価

    第32回複合材料シンポジウム  2007 

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  • SMA埋め込みMorphingCFRPの宇宙用自己展開構造への適用

    第32回複合材料シンポジウム  2007 

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  • CF/GFハイブリッド構造を持つ大型風車翼の構造最適化

    第32回複合材料シンポジウム  2007 

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  • 統計的新手法を用いた自動車運搬車両の車軸のモニタリング

    日本機械学会M&M2007材料力学カンファレンス  2007 

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  • Wireless strain and damage monitoring of CFRP laminates using electric resistance change

    he 4th Japan-Taiwan Workshop on Mechanical and Aerospace Engineering  2007 

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  • 部分柔軟CFRPを用いたモーフィング翼構造の開発

    2007年度年次大会  2007 

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  • MOGAおよびKriging法を用いたCF/GF風車翼構造の複数目標最適化

    2007年度年次大会  2007 

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  • Damage Detection of CFRP using Electrical Resistance Changes with Temperature Rising

    Proceedings of the American Society for Composites 22nd Technical Conference  2007 

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  • Large-strain sensing ability of carbon-nanofiller/flexible-epoxy composites

    ATEM'07  2007 

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  • Foldable CFRP Structure Using Partially-Flexible Composites for Morphing Wing

    ATEM07  2007 

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  • Monitoring of CFRP Matrix Crack Density Using Electrical Potential Change Method with Multiple Probes

    ATEM07  2007 

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  • Investigation of Measurement Method for Damage Monitoring of Quasi-Isotropic Graphite/Epoxy Laminates Using ERCM

    ATEM07  2007 

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  • Improvement of Accuracy of the Selection Index for Standard Data Group of the Statistical Damage Diagnosis Method

    ATEM07  2007 

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  • Optimization of the Statistical Model for the Statistical Damage Diagnostic Method

    ATEM07  2007 

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  • Self sensing & Self-actuating CFRP for Multifunctional Composites

    A Workshop on Manufacturing/Processing Issues for Multifunctional Composite Structures  2007 

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  • Health monitoring of CFRP structures using electrical potential change method

    Proceedings of the 6th Korea-Japan Joint Symposium on Composite Materials  2007 

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  • Evaluation of effects of fiber waviness in composite structure

    the 6th Korea-Japan Joint Symposium on Composite Materials  2007 

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  • MOGAおよびKriging法を用いたCF/GF複合風車翼の構造最適化

    第17回設計工学・システム部門講演会  2007 

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  • 補強付シェル複合材構造のMOGAによる最適設計

    第20回計算力学講演会  2007 

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  • MOGAとKriging法を用いた最適化手法のCF/GFハイブリッド風車翼構造設計への適用

    第20回計算力学講演会  2007 

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  • 複合材料の応力破壊則を用いた場合のフラクタル分枝限定法

    第20回計算力学講演会  2007 

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  • Finite element study of electric potential technique for delamination identification in quasi-isotropic CFRP laminate

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • Long term monitoring of electrical resistance change for CFRP using copper plating electrode

    Proceedings of the 6th Korea-Japan Joint Symposium on Composite Materials  2007 

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  • Delaminaiton detection of quasi-isotropic CFRP laminate from residual stress release measurement by electric potential technique

    the 6th Korea-Japan Joint Symposium on Composite Materials  2007 

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  • Development of new probe for eddy current method on delamination detection in CFRP laminate

    the 6th Korea-Japan Joint Symposium on Composite Materials  2007 

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  • 渦流探傷法によるCFRP積層板はく離検出のためのプローブ開発

    日本機械学会M&M2007材料力学カンファレンス  2007 

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  • 応答曲面を用いた電気抵抗変化法によるCFRP実はく離位置同定

    日本機械学会M&M2007材料力学カンファレンス  2007 

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  • CFRPにおける繊維うねりモニタリング

    日本機械学会M&M2007材料力学カンファレンス  2007 

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  • SI-F法における参照データ群削減法に関する検討

    日本機械学会M&M2007材料力学カンファレンス  2007 

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  • Structural health monitoring of CFRP using electrical resistance with elevated temparature

    Proceedings of the 6th Korea-Japan Joint Symposium on Composite Materials  2007 

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  • 折り曲げ式ボート製作のための可動FRP

    52nd FRP CON-EX 2007  2007 

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  • Improving performance of GFRP/aluminum single lap joints using bolted/co-cured hybrid method

    The sixth Korea-Japan joint symposium on Composite Materials  2007 

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  • Intelligent tires based on measurement of tire deformation

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • 電気抵抗変化の温度依存性を利用したCFRPの統計的損傷検知

    日本機械学会M&M2007材料力学カンファレンス  2007 

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  • 電位差法を用いた擬似等方CFRP積層板はく離検出の数値シミュレーション

    日本機械学会M&M2007材料力学カンファレンス  2007 

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  • Damage identification of quasi-isotropic CFRP laminate with the electrical resistance change method (application of the statistical method to the solver of inverse problem)

    Proceedings of the 9th Japan International SAMPE symposium & exhibition  2005 

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  • 統計的損傷診断手法を用いたジェットファンモニタリング

    M&M2005材料力学カンファレンス講演論文集  2005 

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  • タイヤひずみのパッシブモニタリング

    M&M2005材料力学カンファレンス  2005 

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  • 複合材料構造の最適設計のためのFBB法を用いた最適化手法

    第18回計算力学講演会講演論文集  2005 

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  • カーボンナノチューブ複合材料の電場によるナノ構造制御

    M&M2005材料力学カンファレンス講演論文集  2005 

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  • CFRP四足歩行ロボット脚部構造の積層構成最適化

    第18回計算力学講演会講演論文集  2005 

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  • FBBMによる翼台形パネル耐フラッタ性向上の積層構成最適化

    第18回計算力学講演会講演論文集  2005 

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  • 繰り返し荷重負荷下におけるCFRPの電気抵抗変化の測定

    第1回埼玉ブロック大会(講演会)講演論文集  2005 

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  • 統計的診断手法を用いた機械構造のヘルスモニタリング

    日本機械学会東海支部第56期総会講演会  2007 

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  • Fabrication of the multifunctional surface by using Nanoimprint lithography

    11th Japan International SAMPE Symposium & Exhibition (JISSE-11)  2009 

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  • Stacking sequence optimization using fractal branch and bound method for asymmetrical composite laminates

    11th Japan International SAMPE Symposium & Exhibition (JISSE-11)  2009 

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  • Antenna/sensor multifunctional composites for the wireless detection of damage

    11th Japan International SAMPE Symposium & Exhibition (JISSE-11)  2009 

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  • Optimization of composite wind turbine blade using GA

    11th Japan International SAMPE Symposium & Exhibition  2009 

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  • SMA wire embedded self-deployable CFRP structure

    11th Japan International SAMPE Symposium & Exhibition  2009 

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  • Damage detection in CFRP using statistical analysis of temperature characteristic of resistance

    11th Japan International SAMPE Symposium & Exhibition  2009 

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  • Compressive damage monitoring of CFRP by electrical resistance change method

    11th Japan International SAMPE Symposium & Exhibition  2009 

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  • Self-sensing of CFRP Laminates Using Electrical Resistance Changes

    the 8th China-Japan joint Conference on Composites  2008 

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  • Intelligent tires using strain measurement for improved tire safety

    Proceedings of 19th International Conference on Adaptive Structures and Technologies  2008 

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  • SURFACE MODIFICATION USING NANOIMPRINT LITHOGRAPHY

    The 4th Tokyo Tech-POSTECH-KNU Joint Workshop on Mechanical Engineering  2008 

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  • FOLDABLE GFRP BOAT USING PARTIALLY FLEXIBLE COMPOSITES

    SAMPE Fall Technical Conference  2008 

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  • Optimization of Rocket Interstage Composite Structure Using Kriging and MOGA Method

    ACCM6  2008 

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  • A New Stacking Sequence Optimization Method of CFRO Laminate to Maximize Fracture Load

    ACCM6  2008 

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  • Delamination detection in quasi-isotropic CFRP laminate from residual stress release using the piezoresistivity

    ACCM6  2008 

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  • Effect Analysis of stacking sequence for damage monitoring of CFRP thick lamiantes using electrical resistance change

    ACCM6  2008 

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  • Detection of flaw in CFRP laminates using eddy current method with twin probe

    ACCM6  2008 

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  • Fundamental study on ultrasonic testing method for high attenuation materials

    2008 

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  • Multipoint Cure Monitoring of CFRP Laminates using a Flexible Matrix Sensor

    Proceedings of Asian Workshop on Polymer Processing in Japan (AWPP2008)  2008 

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  • Dimension and Stacking Sequence Optimization of Rocket Interstage Composite Structure

    the Ameriacn Society for Composites 23rd Technical Conference  2008 

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  • Fiber Micro-buckling Model During Cure Process of CFRP

    the Ameriacn Society for Composites 23rd Technical Conference  2008 

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  • Damage Identification of Quasi-isotropic Graphite/Epoxy Laminates Using Electrical Resistance Change

    the Ameriacn Society for Composites 23rd Technical Conference  2008 

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  • Modified fractal branch and bound method for stacking sequence optimization of laminated composites to maximize fracture strength

    CJK-OSM5  2008 

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  • Stacking Sequence Optimizations for CFRP Leg Structure of Quadruped Walking Robot

    13th US-Japan Conference on Composite Materials  2008 

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  • Delamination Identification in Quasi-Isotropic CFRP Laminate Using Electric Potential Technique

    2008 ASME Pressure Vessels & Piping Conference  2008 

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  • Electrical resistance change method for delamination monitoring of CFRP plates: effect of plate scale

    Smart Structures and Materials & Nondestructive Evaluation and Health Monitoring  2008 

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  • Self-sensing and self-actuating CFRP structure using partially flexible composites

    Smart Structures and Materials & Nondestructive Evaluation and Health Monitoring  2008 

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  • Model of Cure Process Defect due to Micro-buckling for CFRP

    Asian Workshop on Polymer Processing  2008 

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  • CFRP成形時におけるマイクロバックリング発生のモデル化

    日本複合材料学会2008年度研究発表講演会  2008 

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  • Analysis of the Effect of Stacking Sequence for Damage Monitoring of Quasi-Isotropic Graphite/Epoxy Laminates Using ERCM

    The US-Japan Conference on Composite Materials  2008 

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  • Surface modification using nanoimprint lithography

    Proceedings of The 4th Tokyo Tech-POSTECH-KNU Joint Workshop on Mechanical Engineering  2008 

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  • Finite element study on delamination detection in quasi-isotropic CFRP laminate using electric potential method

    2008 M&M international symposium for young researchers  2008 

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  • Intelligent tires for improved tire safety using wireless strain measurement

    SPIE Smart Structures and Materials & Nondestructive Evaluation and Health Monitoring  2008 

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  • MOGAを用いたGF/CF風力発電ブレードの最適設計

    日本計算工学会講演会  2008 

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  • Optimization of Dimenstions and Laminates of Stiffened Composite Structures with Buckling Load Constraint Using MOGA

    EUROGEN'07  2008 

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  • Low-stiffness Strain Sensor by Using Carbon-Nanofiller/Flexible-Epoxy Composites

    SEM XI  2008 

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  • Self-Sensing of Strain/Damage of CFRP using Electrical Resistance Changes

    Processdings of the 2008 SEM XI International Congress and Exposition on Experimental and Applied Mechanics  2008 

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  • Development of new twin probe for eddy current method to detect damages in CFRP laminates

    The US-Japan conference on composite materials 2008  2008 

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  • Optimization Method of CFRP Laminate with Constrain of Stress Based Failure Criteria

    The US-Japan Conference on Composite Materials 2008  2008 

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  • 模擬雷撃によるCFRP積層板の損傷挙動と残留圧縮強度特性

    日本複合材料学会第2008年度研究発表講演会  2008 

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  • Structural Optimization of CF/GF hybrid wind turbine blade using MOGA with Kriging Method

    CJK-OSM5  2008 

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  • Modified fractal branch and bound method for stacking sequence optimization of laminated composites to maximize fracture strength

    CJK-OSM5  2008 

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  • Stacking Sequence Optimizations for CFRP Leg Structure of Quadruped Walking Robot

    13th US-Japan Conference on Composite Materials  2008 

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  • 連続ウェーブレット変換を用いた超音波欠陥サイジング手法の高度化

    安全工学シンポジウム2008  2008 

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  • Delamination Identification in Quasi-Isotropic CFRP Laminate Using Electric Potential Technique

    2008 ASME Pressure Vessels & Piping Conference  2008 

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  • 破壊強度最大化の複合材料積層構成最適化

    第50回構造強度に関する講演会  2008 

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  • ジュール熱利用の電気抵抗変化のSI-F法によるCFRP構造の損傷検知

    第50回構造強度に関する講演会  2008 

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  • CFRP構造の自己アンテナ化による無線損傷計測

    日本航空宇宙学会第50回構造強度に関する講演会  2008 

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  • Electrical resistance change method for delamination monitoring of CFRP plates: effect of plate scale

    Smart Structures and Materials & Nondestructive Evaluation and Health Monitoring  2008 

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  • Self-sensing and self-actuating CFRP structure using partially flexible composites

    Smart Structures and Materials & Nondestructive Evaluation and Health Monitoring  2008 

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  • Model of Cure Process Defect due to Micro-buckling for CFRP

    Asian Workshop on Polymer Processing  2008 

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  • 米国におけるMultifunctional Materialsの研究動向

    2008年度年次大会  2008 

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  • Multipoint Cure Monitoring of CFRP Laminates using a Flexible Matrix Sensor

    Proceedings of Asian Workshop on Polymer Processing in Japan (AWPP2008)  2008 

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  • フォトリソグラフィによるインテリジェントタイヤ用ゴムベースひずみセンサの製作

    日本機械学会2008年度年次大会講演論文集  2008 

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  • デジタル画像相関法を用いたタイヤの面内ひずみ・面外変位同時計測

    日本機械学会2008年度年次大会講演論文集  2008 

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  • フレキシブルマトリックスセンサを用いたCFRP積層板多点成形モニタリング

    日本機械学会2008年度年次大会講演論文集  2008 

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  • Dimension and Stacking Sequence Optimization of Rocket Interstage Composite Structure

    the Ameriacn Society for Composites 23rd Technical Conference  2008 

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  • Fiber Micro-buckling Model During Cure Process of CFRP

    the Ameriacn Society for Composites 23rd Technical Conference  2008 

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  • フラクタル分枝限定法による複合材料構造の破壊強度最大化手法

    日本機械学会2008年度年次大会  2008 

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  • 統計的診断手法によるキャリアカースピンドルの構造ヘルスモニタリング

    日本機械学会2008年度年次大会  2008 

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  • SI-F法を用いた配管構造の疲労損傷モニタリングにおけるセンサ設置箇所の最適化検討

    日本機械学会2008年度年次大会  2008 

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  • 電気抵抗変化法によるCFRP厚板損傷同定における積層構成の影響解析

    日本機械学会2008年度年次大会  2008 

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  • ひずみ検知型電位差法による擬似等方CFRP積層板はく離同定のための数値解析

    日本機械学会2008年度年次大会  2008 

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  • 電気抵抗変化法によるCFRPの圧縮破壊モニタリング

    日本機械学会2008年度年次大会  2008 

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  • SMAを用いた部分柔軟構造による自己展開CFRP構造

    日本機械学会2008年度年次大会  2008 

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  • カーボンナノファイバ分散CFRPの雷撃損傷挙動

    日本機械学会2008年度年次大会  2008 

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  • CFRPにおける微視座屈による成形欠陥発生のモデル化

    日本機械学会2008年度年次大会  2008 

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  • 渦電流探傷法によるCFRP積層板の層間はく離検出

    日本機械学会2008年度年次大会  2008 

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  • フォトリソグラフィを用いたインテリジェントタイヤ用ゴムベースひずみセンサの作製

    日本機械学会M&M  2008 

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  • 三次元変形を含むタイヤの画像解析による非接触面内ひずみ分布計測

    日本機械学会M&M  2008 

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  • フレキシブルマトリックスセンサを用いたCFRP 実構造多点成形モニタリング

    日本機械学会M&M  2008 

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  • 高減衰材料に対する超音波探傷試験法の検討

    日本機械学会 M&M2008材料力学カンファレンス 講演概要集  2008 

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  • FW成形時の繊維うねり発生プロセスのモデル化と実験的検証

    日本複合材料学会第33回複合材料シンポジウム  2008 

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  • 電気抵抗変化法によるCF/Epoxy積層板損傷検知における熱残留ひずみの影響

    日本複合材料学会第33回複合材料シンポジウム  2008 

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  • 表面ひずみ計測による渦電流探傷法を用いたCFRP積層板はく離検出

    日本複合材料学会第33回複合材料シンポジウム  2008 

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  • ジュール発熱を利用した電気抵抗変化によるCFRP 平板の損傷検知

    日本複合材料学会第33回複合材料シンポジウム  2008 

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  • Effect Analysis of stacking sequence for damage monitoring of CFRP thick lamiantes using electrical resistance change

    ACCM6  2008 

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  • Detection of flaw in CFRP laminates using eddy current method with twin probe

    ACCM6  2008 

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  • FOLDABLE GFRP BOAT USING PARTIALLY FLEXIBLE COMPOSITES

    SAMPE Fall Technical Conference  2008 

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  • 複合材料成形時における繊維うねり発生プロセスモデル化と実証

    M&M2008材料力学カンファレンス  2008 

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  • 模擬雷撃によるCFRPの損傷および残留圧縮強度特性

    M&M2008材料力学カンファレンス  2008 

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  • 渦電流探傷法を用いた表面ひずみ計測によるCFRP積層板の欠陥検出

    M&M2008材料力学カンファレンス  2008 

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  • 電気抵抗変化法によるCFRPの圧縮損傷モニタリング

    M&M2008材料力学カンファレンス  2008 

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  • 電気抵抗変化法によるCFRP積層板損傷検知における熱残留ひずみの影響

    M&M2008材料力学カンファレンス  2008 

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  • Optimization of Rocket Interstage Composite Structure Using Kriging and MOGA Method

    ACCM6  2008 

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  • A New Stacking Sequence Optimization Method of CFRO Laminate to Maximize Fracture Load

    ACCM6  2008 

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  • Delamination detection in quasi-isotropic CFRP laminate from residual stress release using the piezoresistivity

    ACCM6  2008 

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  • Damage Identification of Quasi-isotropic Graphite/Epoxy Laminates Using Electrical Resistance Change

    the Ameriacn Society for Composites 23rd Technical Conference  2008 

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  • Structural optimization of CF/GF wind turbin blade using MOGA with KRIGING model response surface method

    3rd Tokyo Tech-KAIST Joint Workshop for Mechanical Engineering Students  2007 

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  • Optimization of the statistical model for the structural health monitoring using the SI-F method

    SPIE Smart Structures & Materials and NDE for Health Monitoring and Diagnostics  2007 

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  • Statistical damages diagnosis of in-serivice structure under high noise enviroment using multiple reference data

    SPIE Smart Structures & Materials and NDE for Health Monitoring and Diagnostics  2007 

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  • Hingeless CFRP structure by using partially flexible composites

    SPIE Smart Structures & Materials and NDE for Health Monitoring and Diagnostics  2007 

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  • Dimensions and Laminates Optimization of hat- stiffened Composite Panel with Buckling Load Constraint using Multi- objective GA

    AIAA Infotech  2007 

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  • Structural Design for CF/GF Hybrid wind turbine blade using Multi- Objective Genetic Algorithm and Kriging Model Response Surface Method

    AIAA Infotech  2007 

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  • 複合材料構造最適化へのMOGAを用いた効率的大域探索

    第8回最適化シンポジウム2008講演論文集  2008 

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  • フレキシブルマトリックスセンサを用いたVaRTMフローコントロール

    強化プラスチック協会53rd FRP CON-EX  2008 

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  • Statistical damage detection of CFRP structure using electrical resistance changes

    3rd Tokyo Tech-KAIST Joint Workshop for Mechanical Engineering Students  2007 

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  • Fordable CFRP structure using partially flexible composites for morphing

    3rd Tokyo Tech-KAIST Joint Workshop for Mechanical Engineering Students  2007 

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  • SURFACE MODIFICATION USING NANOIMPRINT LITHOGRAPHY

    The 4th Tokyo Tech-POSTECH-KNU Joint Workshop on Mechanical Engineering  2008 

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  • CFRP構造の自己アンテナ化と無線損傷検知

    日本複合材料学会 第33 回複合材料シンポジウム  2008 

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  • フレキシブルマトリックスセンサを用いたCFRP板構造多点成形モニタリング

    日本複合材料学会 第33 回複合材料シンポジウム  2008 

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  • Surface modification using nanoimprint lithography

    Proceedings of The 4th Tokyo Tech-POSTECH-KNU Joint Workshop on Mechanical Engineering  2008 

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  • 複合材料成形時に発生する繊維の微視座屈破壊シミュレーション

    日本機械学会 第21回計算力学講演会  2008 

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  • 異方性の破壊則を用いた場合の積層構成最適化

    日本機械学会 第21回計算力学講演会  2008 

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  • CF/GFハイブリッド風車翼の最適設計におけるKriging応答曲面近似

    日本機械学会 第21回計算力学講演会  2008 

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  • 電気抵抗変化法によるCFRPの圧縮損傷評価

    日本複合材料学会第33回複合材料シンポジウム  2008 

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  • Self-sensing of CFRP Laminates Using Electrical Resistance Changes

    the 8th China-Japan joint Conference on Composites  2008 

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  • Intelligent tires using strain measurement for improved tire safety

    Proceedings of 19th International Conference on Adaptive Structures and Technologies  2008 

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  • Improving performance of GFRP/aluminum single lap joints using bolted/co-cured hybrid method

    The sixth Korea-Japan joint symposium on Composite Materials  2007 

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  • Intelligent tires based on measurement of tire deformation

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • Long term monitoring of electrical resistance change for CFRP using copper plating electrode

    Proceedings of the 6th Korea-Japan Joint Symposium on Composite Materials  2007 

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  • Delaminaiton detection of quasi-isotropic CFRP laminate from residual stress release measurement by electric potential technique

    the 6th Korea-Japan Joint Symposium on Composite Materials  2007 

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  • Improvement of Accuracy of the Selection Index for Standard Data Group of the Statistical Damage Diagnosis Method

    ATEM07  2007 

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  • Optimization of the Statistical Model for the Statistical Damage Diagnostic Method

    ATEM07  2007 

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  • Self sensing & Self-actuating CFRP for Multifunctional Composites

    A Workshop on Manufacturing/Processing Issues for Multifunctional Composite Structures  2007 

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  • Wireless strain and damage monitoring of CFRP laminates using electric resistance change

    he 4th Japan-Taiwan Workshop on Mechanical and Aerospace Engineering  2007 

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  • An Electrical Resistance Change Method for Carbon Fiber Reinforced Plastic Inspection

    Quantitative Nondestructive Evaluation  2007 

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  • Structural health monitoring of CFRP using electrical resistance with elevated temparature

    Proceedings of the 6th Korea-Japan Joint Symposium on Composite Materials  2007 

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  • Damage Detection of CFRP using Electrical Resistance Changes with Temperature Rising

    Proceedings of the American Society for Composites 22nd Technical Conference  2007 

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  • Large-strain sensing ability of carbon-nanofiller/flexible-epoxy composites

    ATEM'07  2007 

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  • Foldable CFRP Structure Using Partially-Flexible Composites for Morphing Wing

    ATEM07  2007 

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  • Monitoring of CFRP Matrix Crack Density Using Electrical Potential Change Method with Multiple Probes

    ATEM07  2007 

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  • Investigation of Measurement Method for Damage Monitoring of Quasi-Isotropic Graphite/Epoxy Laminates Using ERCM

    ATEM07  2007 

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  • Multi- Objective Stacking Sequence Optimization of Composite Wing Structure Using FBBM

    AIAA Infotech@Aerospace 2007 Conference and Exhibit  2007 

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  • Stacking sequence optimization using fractal branch and bound method for asymmetrical composite laminates

    Sixteenth International Conference on Composite Materials (ICCM16)  2007 

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  • Strain Sensing by Using Piezoresistivity of Carbon-Nanotube/Flexible-Epoxy Composite

    International Conference on Composite Materials (ICCM-16  2007 

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  • Detection of Damage in CFRP Laminates Using the Eddy Current Method

    ATEM07  2007 

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  • Optimization of stiffened composite structure using MOGA with fractal branch and bound method

    he 2nd Korea-Japan Workshop on computational engineering  2007 

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  • Influence of the Excitation Frequency for the Delamination Detection via the Statistical Damage Diagnostic Method

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • Evaluation of fiber damage in Partially-Flexible CFRP by electrical resistance change method

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • INVESTIGATION OF DELAMINATION MODEL FOR DAMAGE IDENTIFICATION OF QUASI-ISOTROPIC GRAPHITE/EPOXY LAMINATES USING ERCM

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • Development of new probe for eddy current method on delamination detection in CFRP laminate

    the 6th Korea-Japan Joint Symposium on Composite Materials  2007 

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  • Health monitoring of CFRP structures using electrical potential change method

    Proceedings of the 6th Korea-Japan Joint Symposium on Composite Materials  2007 

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  • Evaluation of effects of fiber waviness in composite structure

    the 6th Korea-Japan Joint Symposium on Composite Materials  2007 

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  • Finite element study of electric potential technique for delamination identification in quasi-isotropic CFRP laminate

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • HEALTH MONITORING OF CFRP STRUCTURES USING ELECTRICAL RESISTANACE CHANGE METHOD

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10  2007 

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  • APPLICATION OF STATISTICAL DAMAGE DETECTION TO CFRP PANEL-STRINGER STRUCTURE

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • DETECTION OF DAMAGE IN CFRP LAMINATES USING THE EDDY CURRENT METHOD WITH PROBE INCLUDING UNIFORM ELECTRIC CURRENT

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • Large Strain Measurement by Using Carbon Nanofiber/Elastomer Composite Patch

    10th Japan International SAMPE Symposium & Exhibition (JISSE-10)  2007 

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  • Optimization of Dimensions and Laminates of Stiffened Composite Structure with Buckling Load Constraint using Multi-objective GA

    2007 

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  • Particle Swarm Optimization for Hat-stiffened Composite Panel with Fractal Branch and Bound Method

    APCOM'07-EPMESC XI  2007 

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  • Multi-Objective Optimization using MOGA and Kriging Method for structure design of CF/GF hybrid wind turbine blade

    APCOM'07-EPMESC XI  2007 

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  • Multi-objective Optimization using MOGA and Kriging Method for structure design of CF/GF hybrid wind turbine blade

    Proceedings of KAIST TIT TOHOKU UNIVERSITY HIT Joint Workshop on Multidisciplinary Design Problems  2007 

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  • Stacking sequence optimiation with constraint of stress-based failure criteria

    Proceedings of KAIST TIT TOHOKU UNIVERSITY HIT Joint Workshop on Multidisciplinary Design Problems  2007 

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  • Statistical damage detection of CFRP structure using electrical resistance changes

    3rd Tokyo Tech-KAIST Joint Workshop for Mechanical Engineering Students  2007 

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  • Fordable CFRP structure using partially flexible composites for morphing

    3rd Tokyo Tech-KAIST Joint Workshop for Mechanical Engineering Students  2007 

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  • Structural optimization of CF/GF wind turbin blade using MOGA with KRIGING model response surface method

    3rd Tokyo Tech-KAIST Joint Workshop for Mechanical Engineering Students  2007 

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  • 宇宙用自己展開構造のためのSMA埋込み部分柔軟CFRP

    JCOM-36  2007 

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  • Multi- Objective Stacking Sequence Optimization of Composite Wing Structure Using FBBM

    AIAA Infotech@Aerospace 2007 Conference and Exhibit  2007 

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  • Stacking sequence optimization using fractal branch and bound method for asymmetrical composite laminates

    Sixteenth International Conference on Composite Materials (ICCM16)  2007 

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  • 一様流誘導プローブを用いた渦流探傷法によるCFRP積層板の欠陥検出

    日本実験力学会2007年度年次講演会  2007 

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  • 電気抵抗変化を利用したCFRP積層板の無線損傷モニタリング

    日本航空宇宙学会第49回構造強度に関する講演会  2007 

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  • Strain Sensing by Using Piezoresistivity of Carbon-Nanotube/Flexible-Epoxy Composite

    International Conference on Composite Materials (ICCM-16  2007 

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  • Detection of Damage in CFRP Laminates Using the Eddy Current Method

    ATEM07  2007 

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  • Optimization of stiffened composite structure using MOGA with fractal branch and bound method

    he 2nd Korea-Japan Workshop on computational engineering  2007 

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  • 発振周波数変化を用いたCFRP積層板損傷の複数点同期無線測定

    日本実験力学会2007年度年次講演会  2007 

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  • 電気容量型柔軟センサを用いたタイヤの無線変形計測

    日本機械学会2007年度年次大会  2007 

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  • 統計的損傷診断手法における相関同定応答曲面の回帰精度の影響

    2007年度年次大会  2007 

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  • 電気抵抗変化を用いた複合材厚板構造の損傷同定における測定方法の検討

    JCOM-36  2007 

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  • 複数目標GAとKrigingを用いたCF/GF風車翼の最適設計

    JCOM-36  2007 

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  • Smart flow controlled by dielectric heating for VaRTM

    11th Japan International SAMPE Symposium & Exhibition (JISSE-11)  2009 

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  • Delamination detection in CFRP laminate suign eddy current technique

    13th Asia-Pacific Conference on Non-Destructive Testing  2009 

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  • Delamination detection in CFRP plates using statistical analysis of temperature characteristic of resistance

    13th Asia-Pacific Conference on Non-Destructive Testing  2009 

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  • Compressive fracture monitoring of CFRp structure by electrical resistance change method

    13th Asia-Pacific Conference on Non-Destructive Testing  2009 

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  • Time History Analysis of Stresses in Functionally Graded Thick Hollow Cylinder Subjected to Thermal Shock Loading Using Analytical Method

    Asian Pacific Conference for Materials and Mechanics 2009  2009 

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  • Electrical Resistance Change of Thick CFRP Laminated Composites for Self-sensing

    Asian Pacific Conference for Materials and Mechanics 2009  2009 

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  • 混合モデルを用いた電気ポテンシャル法によるCFRP積層構造のはく離同定の高精度化

    第14回破壊力学シンポジウム  2009 

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  • Self-sensing multifunctional CFRP composites

    Asian Pacific Conference for Materials and Mechanics 2009  2009 

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  • Kriging関数を利用した積層構成最適化による破壊強度最大化

    第22回計算力学講演会  2009 

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  • Eddy current inspection of delamination in CFRP laminates utilizing surface strain variation

    Proceedings of the 5th Taiwan-Japan Workshop on Mechanical and Aerospace Engineering  2009 

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  • Self-sensing of carbon/epoxy laminated composites

    5th Taiwan-Japan Workshop on Mechanical and Aerospace Engineering  2009 

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  • CFRPの材料特性が雷撃損傷挙動および雷撃後の圧縮強度特性に及ぼす影響

    日本機械学会2009年度年次大会  2009 

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  • 抵抗温度変化利用の学習データ不要の電気抵抗変化法による欠陥検出

    第34回複合材料シンポジウム  2009 

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  • CFRPへの電気抵抗変化法の適用における銅めっき一体化電極の繰り返し負荷特性評価

    第34回複合材料シンポジウム  2009 

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  • Detection of compressive damage in CFRP laminates by electrical resistance change method

    7th Japan-Korea Joint Symposium on Composite Materials  2009 

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  • Delamination detection in CFRP plates using statistical analysis of temperature characteristic of resistance

    7th Japan-Korea Joint Symposium on Composite Materials  2009 

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  • Smart flow of VaRTM controlled by dielectric heating

    Proceedings of the 7th Japan-Korea Joint Symposium on Composite Materials  2009 

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  • Antenna/sensor multifunctional composites for the wireless detection of damage

    Proceedings of the 7th Japan-Korea Joint Symposium on Composite Materials  2009 

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  • Optimization of Ultrasonic Testing System Applicable to High Manganese Steel Rails

    2009 

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  • Wireless damage detection of CFRP using self-antenna technology

    Proceedings of ICCM 2009  2009 

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  • 抵抗温度変化特性利用の統計的電気抵抗変化法によるCFRPの損傷診断

    日本実験力学会2009年度年次講演会  2009 

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  • Self-Sensing of Strain/Damage of CFRP using Electrical Resistance Changes

    Processdings of the 2008 SEM XI International Congress and Exposition on Experimental and Applied Mechanics  2008 

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  • Development of new twin probe for eddy current method to detect damages in CFRP laminates

    The US-Japan conference on composite materials 2008  2008 

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  • Analysis of the Effect of Stacking Sequence for Damage Monitoring of Quasi-Isotropic Graphite/Epoxy Laminates Using ERCM

    The US-Japan Conference on Composite Materials  2008 

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  • Optimization Method of CFRP Laminate with Constrain of Stress Based Failure Criteria

    The US-Japan Conference on Composite Materials 2008  2008 

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  • Structural Optimization of CF/GF hybrid wind turbine blade using MOGA with Kriging Method

    CJK-OSM5  2008 

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  • Surface modification using Nanoimprint lithography for improving joint strength of composites

    Asian Pacific Conference for Materials and Mechanics 2009 (APCMM 2009)  2009 

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  • Finite element study on delamination detection in quasi-isotropic CFRP laminate using electric potential method

    2008 M&M international symposium for young researchers  2008 

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  • Intelligent tires for improved tire safety using wireless strain measurement

    SPIE Smart Structures and Materials & Nondestructive Evaluation and Health Monitoring  2008 

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  • Optimization of Dimenstions and Laminates of Stiffened Composite Structures with Buckling Load Constraint Using MOGA

    EUROGEN'07  2008 

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  • Low-stiffness Strain Sensor by Using Carbon-Nanofiller/Flexible-Epoxy Composites

    SEM XI  2008 

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  • Self-sensing composites

    11th Japan International SAMPE Symposium & Exhibition  2009 

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  • Relationship of lightning damage behavior and electrical properties of CNF dispersed CFRP

    11th Japan International SAMPE Symposium & Exhibition  2009 

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Industrial property rights

  • アンカーストラップ構造

    轟 章, 藤極 之徳

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    Applicant:トーヨーカネツ株式会社

    Application no:特願2018-154159  Date applied:2018.8

    Announcement no:特開2020-029874 

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  • 構造体の損傷検知方法およびその方法に用いられる損傷検知装置

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    Applicant:財団法人理工学振興会

    Application no:特願2000-220317  Date applied:2000.7

    Patent/Registration no:特許3424124 

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  • 鉄道車両用台車の電極付き板バネの製造方法

    西村 武宏, 津村洋祐, 三津江雅幸, 中岡輝久, 稲村文秀, 川島勝之, 轟章, 西尾勇佑

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    Applicant:川崎重工業株式会社

    Application no:特願2015-178072  Date applied:2015.9

    Patent/Registration no:特許6510938 

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  • 成形モニタリング複合材料およびモニタリング手法

    轟章

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    Application no:特願2001-110632  Date applied:2001.3

    Announcement no:特開2002-257770 

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  • デジタル信号送受信システム利用損傷検知構造

    轟 章

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    Applicant:轟章

    Application no:特願2000-057874  Date applied:2001.1

    Announcement no:特開2001-208656 

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  • 構造体のモニタリングシステム

    轟 章, 島村 佳伸

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    Applicant:財団法人理工学振興会

    Application no:特願2000-170097  Date applied:2000.6

    Patent/Registration no:特許3777453 

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  • 光透過繊維強化複合材料の変形検出装置

    轟章

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    Applicant:轟 章

    Application no:特願2000-191865  Date applied:2000.5

    Announcement no:特開2001-330415 

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  • 複合材料接合継手および接合と補修方法

    轟 章, 邉 吾一

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    Applicant:轟 章;邉 吾一

    Application no:特願2000-115921  Date applied:2000.3

    Announcement no:特開2001-252985 

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Works

  • 応答曲面法を用いた最適設計

    2003

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  • Self-sensing composite materials

    2003

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  • タイヤの無線ひずみモニタリング

    2003

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  • Strain Monitoring of Tire

    2003

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  • Optimum Design with Response Surface

    2003

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  • Self-sensing composite materials

    2003

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  • 構造ヘルスモニタリング

    2002

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  • プラスチックの最適成型加工技術の研究

    2002

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  • Structural Health Monitoring

    2002

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Awards

  • Best Paper Award

    2025.8   Chinese Mechanical Engineering Society   3D Printing of Continuous Fiber Reinforced Polymer Composites: Development, Application, and Prospective

    Xiaoyong Tian, Akira Todoroki, Tengfei Liu, Lingling Wu, Zhanghao Hou, Masahiro Ueda, Yoshiyasu Hirano, Ryosuke Matsuzaki, Koichi Mizukami, Keisuke Iizuka, Andrei V. Malakhov, Alexander N. Polilov, Dichen Li, Bingheng Lu

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  • 功績賞

    2024.6   強化プラスチック協会   強化プラスチック協会への貢献

    轟章

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  • Best Paper Award

    2021.6   Tensile Property Evaluations of 3D Printed Continuous Carbon Fiber Reinforced Thermoplastic Composites

    A. Todoroki, T. Oasada, Y. Mizutani, Y. Suzuki, M. Ueda, R. Matsuzaki, Y. Hirano

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  • 科学技術賞

    2021.5   日本高圧力技術協会   大型液化水素タンクの開発

    大江 知也, 密本 巨彦, 藤極 之徳, 井上 剛良, 轟 章, 斎藤 雅規

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  • 論文賞

    2019.7   先端材料技術協会   Mechanical Testing of 3D-Printed Continuous Carbon Fiber Reinforced Polylactic Acid by Composites by In-nozzle Impregnation Fused Deposition Modelling

    R.Omuro, M.Ueda, R.Matsuzaki, Y.Hirano, A.Todoroki

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  • 論文賞

    2014.5   日本複合材料学会   異方性電位関数を用いた薄板 CFRP のはく離の電位変化簡易解析手法

    轟章,荒井政大

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  • 功労賞

    2014   強化プラスチック協会  

    轟 章

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  • 論文賞

    2013.4   日本航空宇宙学会   完全流体のポテンシャル流を用いたCFRPの電流解析手法

    轟章

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  • 論文賞

    2011.5   日本複合材料学会   模擬雷撃を加えたCFRP積層板の損傷挙動

    平野義鎭, 勝俣慎吾, 岩堀豊,轟章

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  • 功績賞

    2009   先端材料技術協会  

    轟 章

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  • 日本複合材料学会論文賞

    2008  

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  • 日本機械学会 機械材料・材料加工部門部門一般表彰(新技術開発部門)

    2008  

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  • 日本材料学会論文賞

    2008  

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  • The Sixth Korea-Japan Joint Symposium on Composite Materials Best Paper Award

    2007  

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  • 強化プラスチック協会 協会賞(論文賞)受賞

    2007  

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  • The Sixth Korea-Japan Joint Symposium on Composite Materials Best Paper Award

    2007  

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  • 日本機械学会計算力学部門業績賞

    2006  

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  • Best paper award of 35th FRP symposium of JSMS

    2006  

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  • 日本材料学会第35回FRPシンポジウム論文賞

    2006  

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  • 日本材料学会第34回FRPシンポジウム論文賞

    2005  

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  • 強化プラスチック協会 論文賞

    2005  

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  • Best Paper award of 34th FRP symposium of JSMS

    2005  

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  • Best Paper Award of JRPS

    2004  

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  • 強化プラスチック協会 論文賞

    2004  

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  • Hayashi Award of JSCM

    2000  

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  • 日本材料学会第29回FRPシンポジウム奨励賞

    2000  

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  • 日本複合材料学会 林賞

    2000  

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    Country:Japan

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  • JSMS Young Engineers Award in 29th FRP Symposium

    2000  

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  • 日本機械学会奨励賞

    1989  

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  • JSME Young Engineers Award

    1989  

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  • 日本機械学会畠山賞

    1984  

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Research Projects

  • レーザー表面処理を用いた3Dプリント複合材による自己融着接手の開発

    Grant number:24K08053  2024.4 - 2027.3

    日本学術振興会  科学研究費助成事業  基盤研究(C)

    轟 章

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    Grant amount:\4550000 ( Direct Cost: \3500000 、 Indirect Cost:\1050000 )

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  • 連続繊維複合材料3Dプリントにおけるボイド形成過程の解明と新たなノズルの確立

    Grant number:23K26394  2023.4 - 2027.3

    日本学術振興会  科学研究費助成事業  基盤研究(B)

    松崎 亮介, 轟 章, 上田 政人, 平野 義鎭

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    Grant amount:\18720000 ( Direct Cost: \14400000 、 Indirect Cost:\4320000 )

    近年,航空宇宙構造に用いられる連続炭素繊維複合材料の実用的な3Dプリントが可能になりつつある.しかし,従来型の3Dプリンターでは樹脂用ノズルを代用しているため,体積含有率にして10%程度のボイドが残留し,強度低下の要因になっている.本研究では,ボイドを2%以下とした連続炭素繊維複合材料の3Dプリントを実現するため,3Dプリント時のボイド形成機構を解明する.さらに,メカニズム理解に基づき,ボイド極小化実現のための特殊ノズル開発を目的とする.
    2023年度は,3Dプリント時のボイド発生過程を明らかにするため,3Dプリントのノズル温度の条件を変化させた時の,ノズル通過後のフィラメントとベッド融着後のフィラメントのボイド率の変化の測定を行った.ノズル温度に依存するが,ノズル通過後はボイド率が大きくなることがあることを明らかにした.また高温条件では,ノズル通過後に比べ,ベッド融着後はボイド率が大きく低下した.これは,高温時は樹脂の流動性が高くベッド融着時にボイドに樹脂が流れ込むためボイドが低減したと考えられる. ノズル温度はベッド融着後のボイド率に影響しており,ノズル温度の最適化によりボイド率を減少できることを示した.さらに,ガラス製の透明ノズルを製作して,連続繊維複合材料の3Dプリントを行い,ボイドの形成過程についてその場観察を行った.また,ボイド率の計測に加えて,3Dプリントによる炭素繊維束の形状の崩れの評価も実施した.炭素繊維束の崩れの程度を数値で定義し,これを厚さ方向強度と比較すると,強い正の相関関係があることを示した.3DプリンティングされたCFRPのボイドの非破壊検査に向け,サブマイクロ精度のX線CT観察に関する検討を実施した.
    また,高品質な3Dプリントを目的として,2フィラメントの連続繊維を印刷可能な3Dプリンタの試作を実施し,連続炭素繊維とPLAの複合材を成形して引張試験を実施した.

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  • 積層溶融型3Dプリント複合材の粒子法を用いた成形シミュレーション

    Grant number:20K05113  2020.4 - 2024.3

    日本学術振興会  科学研究費助成事業  基盤研究(C)

    轟 章

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    Grant amount:\4290000 ( Direct Cost: \3300000 、 Indirect Cost:\990000 )

    令和二年度において,当初予定であった事項を修正して,短繊維を含んだ複合材フィラメントの3Dプリントの二次元印刷プロセスがMoving Particle Semi-implicit (MPS)法でシミュレーションできるようになり,実験と比較して90%以上の形状類似性が得られた。
    令和三年度では,これを三次元に拡張することを目的として研究を遂行した。三次元へのMPS法シミュレーション手法の拡張そのものは容易であった。アルゴリズム的には既に3次元用にされていたものを二次元で実施していただけである。しかし,3次元シミュレーションを実施するに当たり,シミュレーションモデルの構築が重大な問題となった,これは,ノズル形状やフィラメント形状などの円形の複雑形状を,六方格子の格子点上に正確に配置しないと,MPS法では,ごくわずかな粒子間距離の変動が圧力変動になり,その不規則な点で過剰な圧力変動が発生して粒子が飛び出す現象が発生してしまうためである.三次元のノズルやフィラメントであるが故に修正に一年を有した.特にノズル形状の修正は非常に手間のかかる作業であった.三次元解析は時間がかかるため,修正の有効性を判断する作業も数週間を要するものであった.
    修正後に解析を実施したところ,アルゴリズムそのものはそのまま適用が可能である事を確認した。MPS法の解析には二週間の程度が必要であった.さらに,実験値と比較した結果,断面形状は90%以上の類似性を有しており,3次元解析手法も有効であることを確認した。今後は溶融シミュレーションをインプリメントしていく予定である.

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  • Development of trifunctional self-sensing structural capacitor

    Grant number:15K05673  2015.4 - 2019.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    Todoroki Akira

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    Grant amount:\4810000 ( Direct Cost: \3700000 、 Indirect Cost:\1110000 )

    Application of expensive carbon fiber reinforced composites to general structures requires an additional function such as structural capacitor. In this study, we proposed a sandwich structure capacitor that incorporates a capacitor in the core part of the sandwich structure. Since foam core brings leakage of electrolyte, we decided to use a snap-in structure created with a 3D printer. The capacitance target was achieved by installing a waterproofed capacitor inside the snap-in core. 3-point bending tests were conducted to confirm that the stiffness was sufficient. By measuring the electric resistance of the carbon fiber of the skin material, it was possible to detect the breakage just before the breakage and confirmed that it was possible to discharge.

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  • Self-damage detection composite structure using thermal deformation caused by Joule heating

    Grant number:21560079  2009 - 2011

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    TODOROKI Akira, MIZUTANI Yoshihiro

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    Grant amount:\4680000 ( Direct Cost: \3600000 、 Indirect Cost:\1080000 )

    Self-sensing method is focused on here. In the present study, statistical monitoring method is applied for the electrical resistance changes of several segments before and after the Joule heating. After Joule heating, electrical resistances of several segments are measured. Using the statistical similarity tests, the damaged area of the CFRP is detected. The method is applied to the CFRP plates here. Impact load tests were performed and damage at the electrode was also performed here. The method is experimentally proved to be effective for the detection of the delamination cracks.

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  • Long life estimation of self-sensing CFRP structures

    Grant number:19560074  2007 - 2008

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    TODOROKI Akira

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    Grant amount:\4680000 ( Direct Cost: \3600000 、 Indirect Cost:\1080000 )

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  • History Memorable Monitoring System for Composites using Electrical Impedance Changes

    Grant number:15560062  2003 - 2005

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    TODOROKI Akira

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    Grant amount:\3700000 ( Direct Cost: \3700000 )

    Carbon Fiber Reinforced Polymer (CFRP) laminates are applied to many aerospace structures. Several processing methods of the CFRP laminates have been adopted to fabricate the CFRP structures. Cure monitoring of composite structures is crucial for quality control and improvement of mechanical properties of structures. After curing, strain monitoring of the CFRP structures is very important to confirm integrities of processing, as well as vibration monitoring and applied stress monitoring to know the condition of the external loading. Since the delamination is invisible or difficult to detect by visually, the delamination causes low reliability for primary structures. To improve the low reliability, smart systems of delamination identifications in-service are desired. A structural health monitoring system to monitor the delaminations is one of the desired approaches. Matrix cracking simply causes fuel leak when a lot of matrix cracking occurs in a CFRP fuel tank. These damages of matrix cracking and delaminations are significant for aerospace applications. Recently, an electrical impedance change method is employed to detect the internal damages of CFRP laminates. The electrical resistance change method does not require expensive instruments. Since the method adopts a reinforcement carbon fiber itself as a sensor, this method does not cause reduction of strength, and it is applicable to existing CFRP structures.
    In the present research, therefore, the electrical impedance change method is adopted for sensors of cure monitoring, strain monitoring, matrix crack monitoring and delamination monitoring. These successful results enable us to monitor a lot of information of the CFRP laminates by means of the electrical resistance and capacitance changes in many applications. Not only the individual successful results, a new united concept of the electrical resistance change method is proposed here. Object-oriented programming system is adopted for analyses of composites. Class "composites" is designed here to represent composite materials and history of the target composite component. All of the curing applied strain and damage information monitored using the electrical impedance change method is input in the memory of the "composite" class. By means of the electrical impedance change method, we can obtain the personal resume of the composite components.

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  • Plug & Monitor Type Delamination Diagnostic CFRP Structure System using Electric Resistance Change Method

    Grant number:13650075  2001 - 2002

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    TODOROKI Akira, SHIMAMURA Yoshinobu

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    Grant amount:\3600000 ( Direct Cost: \3600000 )

    Delamination of laminated composites is usually invisible or difficult to detect visually. Delamination causes low reliability for primary structures. Automatic systems for in-service delamination identifications are desired to improve low reliability. The present study employs an electric resistance change method for delamination detection. Since the method adopts reinforcement carbon fiber itself as sensors for delamination detection, this method does not reduce static or fatigue strength ; also, the method is applicable to existing structures. Authors have found that the electric resistance change method with response surfaces is very effective experimentally and analytically. However, a large error of estimation remains for estimation of delamination location. In the present study, a new data processing procedure is proposed to improve performance of estimations of delamination location. The new method is applied to laminated composite beams. A delamination crack of a laminated composite beam is monitored with the new method using FEM analyzes. As a result, the method reveals excellent performance of estimations of delamination location even for new data not used in regression equations.

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  • Evaluation of Welding Eigenstrain Characteristics and Its Application to the Bead Flush Method

    Grant number:12450044  2000 - 2002

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

    NAKAMURA Haruo

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    Grant amount:\11700000 ( Direct Cost: \11700000 )

    Measurement of welding residual stresses is one of important tasks to assess the structural integrity of welded structures. By now, the investigator has proposed a new nondestructive evaluation method of welding residual stresses called the bead flush method, and confirmed its utility for simple welded plates by numerical simulations and experiments. In this method, eigenstrains are determined by the inverse analysis using released strains measured during removing reinforcement of weld. And then residual stresses are calculated by simple FEM analyzes using eigenstrains determined above. For wider applicability and higher accuracy of this method, eigenstrain field should be determined accurately beforehand in the inverse analysis. Therefore, in this research, a concept how solution sets of eigenstrains are determined in the inverse analysis is proposed. Based on this concept, influencing factors of welding eigenstrains are investigated and relations between welding eigenstrains and residual stresses are made clear by the thermo-elasto-plastic analysis.

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  • Development of Computer-aided nondestructive Evaluation Method of Welding Residual Stresses for Life Extension of Large Plants

    Grant number:11305012  1999 - 2001

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (A)

    KOBAYASHI Hideo, NAKAMURA Haruo

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    Grant amount:\23550000 ( Direct Cost: \22500000 、 Indirect Cost:\1050000 )

    Along and near the bead line of welded structures, there remain eigen-strains, such as thermal strain, plastic strain, and transformation strain. These produce welding residual stresses which have a significant effect on integrity of structures. For the life extension of those components, residual stresses must be evaluated nondestructively. In this study, a computer-aided nondestructive evaluation method was proposed. There, eigen-strain distributions are calculated by the inverse analysis from released elastic strains due to removal of reinforcement of the weld. Then residual stresses are evaluated by the commercial finite element code by imposing eigen-strains as initial strains.
    Firstly, a basic formulation was attempted for a thin welded plate. Its utility was confirmed by conduction computer simulations as well as experiments. Especially in experiments, results from proposed method were compared with those by the X-ray method, the hole drilling method and the sectioning method. It was shown that all the results obtained agreed very well.
    Then attempt was made to extend this method to thick welded plates as well as thin welded pipes. Simulations showed that proposed method may have utility for those problems.

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  • CFRP電気抵抗変化の応答曲面を用いたLAN型損傷検知統合システム

    Grant number:11650078  1999 - 2000

    日本学術振興会  科学研究費助成事業  基盤研究(C)

    轟 章, 島村 佳伸

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    Grant amount:\3500000 ( Direct Cost: \3500000 )

    CFRP積層板は層間強度が弱く,工具落下など面外からの弱い衝撃でも容易に層間にはく離が発生し,構造物の圧縮強度・圧縮剛性の大幅な低下を招く.そこで,層間はく離の検出は構造安全性保証の観点から非常に重要となる.このため,CFRP積層構造では稼働中もしくは保守点検時に非破壊的,自動的に容易に層間はく離を検出できる知的構造が望まれている.本研究では,強化繊維の炭素繊維をセンサとして使用する電気ポテンシャル法を用いてCFRP積層板内部に存在する層間はく離の位置および寸法の定量的検出を実験的に実施した.層間はく離による電気ポテンシャル変化から層間はく離の位置および寸法を検出するには,ポテンシャル変化と層間はく離の位置および寸法の関係を求める逆問題手法が必要となる.そこで本手法ではポテンシャル変化と層間はく離の位置および寸法の関係を応答曲面で近似的に求めた.まず簡単な梁形状試験片を用いて1次元問題に対して適用した.さらに実機構造に適用することを考慮して,平板形状試験片を用いて完全に埋没する層間はく離の位置と寸法の同定問題に対して本手法を適用し,その有効性を実験的に確認した.その結果以下のことが明らかになった.(1)電気抵抗変化または電圧変化の情報に応答曲面法および実験計画法を適用することで,逆問題である層間はく離の位置および寸法の定量的同定が可能である.(2)電極を表面層に5個配置し,積層構成ごとの実験値に基づく応答曲面により,高い同定精度が得られる.(3)電気抵抗変化法・電圧変化法の両測定法ともに,実機平板構造の埋没はく離同定問題に対しても有効である.

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  • Research on Improvement of Endurance against Hydrogen for Multi-Layered Electrode in Flexible Module Like Solar Cell Structure

    Grant number:09650088  1997 - 1998

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    NAKAMURA Haruo, SHIMAMURA Yoshinobu, TODAROKI Akira, KOBAYASHI Hideo

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    Grant amount:\3400000 ( Direct Cost: \3400000 )

    Deformation and fracture characteristics of an interface, which is commonly encountered in a multi-layered structure of an electrode of a solar cell, in a BCC metal (alpha-Fe) under hydrogen diffusion are investigated by the molecular dynamics (MD) analysis. Influence of strain, existence of interface and hydrogen concentration on diffusion of hydrogen from a free surface are studied. Two types of Fe-H potentials gave different results. By comparing these results with a physical H diffusion mechanism, a new model of H diffusion combining two Fe-H potentials, was developed. In this model, deformation and fracture of an interface are relatively promoted than the previous models using a single Fe-H potential. It is shown major factors of interface fracture are applied strain and hydrogen concentration. So, to improve strength of an interface, it is suggested to reduce residual stresses during lamination and to coat a moisture proof film around the electrode.

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  • EL素子を用いた自己発光式損傷検知型知的複合材料の研究

    Grant number:09750101  1997 - 1998

    日本学術振興会  科学研究費助成事業  奨励研究(A)

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    Grant amount:\2400000 ( Direct Cost: \2400000 )

    炭素繊維複合材料のプリプレグシートの間にZnS半導体粉末からなる無機EL粉末を接着剤で硬化させた層を挟み,成形することで,層間にEL発光層が形成され,炭素繊維を電極として層間に50Hz200V程度の交流電圧をかけることで発光させることが可能となる.CFRPにマトリックス割れなどの損傷が生じるとそこからの漏洩光で損傷を発見することができる.本研究ではこのEL素子を利用した自己発光式損傷検出知的複合材料の開発を目的として,前年度は基礎研究を実施した.EL発光のためには電極が完全に絶縁されている必要がある.これに対してCFRPプリプレグは成形時に上下層が部分的に接触するため,通常の成形方法では発光しないことが明らかになった.そこで,EL粉末を含むエポキシ樹脂層を作成し,CFRP成形時に層間に積層する方法や,ガラス繊維層を挿入する方法,ガラス繊維を含有したシート状接着剤を利用する方法が検討され,いずれの方法においても発光することが側面から観察された.
    最終的には厚さ数十ミクロンの両面接着ポリイミドフィルムを用いることでCFRP層間の絶縁性を保持することが可能となった.これを用いて試験片を作成し,曲げおよび切欠き付試験片において引張試験を実施し,試験実施後にき裂から漏洩光が認められることが確認された.

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  • 電気抵抗変化による損傷検出知的CFRP構造の最適システム開発

    Grant number:08750102  1996

    日本学術振興会  科学研究費助成事業  奨励研究(A)

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    Grant amount:\1000000 ( Direct Cost: \1000000 )

    CFRP積層板は優れた比剛性・比強度を有する反面,層間強度が著しく弱く,層間剥離が容易に発生・進展して圧縮剛性・強度が著しく低下する.層間剥離は目視による検査では発見しにくいため,CFRP積層板の信頼性低下の原因となっている.このため,層間剥離をリアルタイムに検出するスマート損傷検出システムが期待されている.電気ポテンシャル法は安価に内部の欠陥を発見・同定可能なため,金属材料で作成される構造物に適用が検討されている.CFRP積層板に電気ポテンシャル法を適用することは炭素繊維をセンサーとして使用する方法であり,安価で実用性が高いが,CFRPは電気的に異方性を有しており,十分な検討が必要である.本研究では,CFRP積層板の電気ポテンシャル法による層間剥離検出を目的として有限要素法に基づく解析的検討を実施した.繊維方位と繊維に直角方位の電気伝導度は大きく異なり,厚さ方位の電気伝導度は直角方位とほぼ同じかさらに低い値となっていることが実測により明らかになった.この実測値に基づき,有限要素法による解析を実施した結果,繊維方位に電流が流れる試験片の場合,表面の繊維だけを電流が流れるため,厚さ方位の断面積の変化(はく離の発生)の検出が困難となることがあきらかになった.ただし,この変化は繊維に直角方位の電気伝導度と厚さ方位の電気伝導度の差異に起因して著しくことなり,差異が大きい場合には,逆に表面を繊維中に電流が流れる方位に試験片を作成した場合の方が検出しやすくなることが明らかになった.

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  • フレキシブルアモルファスシリコン太陽電池モジュールの薄膜積層構造の最適化

    Grant number:08650092  1996

    日本学術振興会  科学研究費助成事業  基盤研究(C)

    中村 春夫, 島村 佳伸, 轟 章, 小林 英男

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    Grant amount:\2400000 ( Direct Cost: \2400000 )

    アモルファスシリコン(a-Si)太陽電池モジュールは,薄膜をフレキシブルフィルムに多層配置した構造を有しているが,構造信頼性についてはほとんど検討されてきていず,現時点でも,積層薄膜の強度評価法は確立されていない.そこで,本研究では膜生成時の積層残留応力を評価する試験法を明らかにするとともに,積層強度の影響因子を評価するために,積層薄膜の自由表面からの水素侵入に及ぼす界面と温度の影響の解析を行い,以下の結論を得た.(1)膜生成応力,力学的特性の評価:被積層材がフィルムのため,積層後は変形する.フィルムの縦弾性係数や熱膨張率は既知なので,変形後の曲率半径から膜生成時の積層残留応力(結晶化応力,熱応力)を逆問題解析により評価する手法を示した.具体的には,熱膨張率αが既知の2種類のフィルム単体の縦弾性係数Eの温度依存性を自重によるたわみから測定する.次に,Eとαが既知の2種類のフィルムにそれぞれ1層ずつを成膜して恒温炉に配置する.成膜後のフィルムは,温度変化に伴い変形する.温度変化に伴う曲率半径を実験により解析し,2種類のフィルムの結果の相違から膜のE,α,膜結晶化応力(真性応力)が逆問題解析により評価できる.(2)自由表面からの水素侵入に及ぼす界面と温度の影響:分子動力学解析により,粒界を含むα鉄の変形・破壊挙動解析を行った.界面の存在により,水素の侵入が助長される.侵入の支配因子としては,負荷ひずみと温度が挙げられ,特に前者が重要である.この水素侵入により,界面強度は減少することが明らかとなった.したがって,積層薄膜の界面強度の上昇のためには,残留応力の緩和とともに自由表面からの水素侵入の防止が重要である.

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  • ファジ-数量化理論に基づく破損事故解析の推論モデル構築に関する研究

    Grant number:07650088  1995

    日本学術振興会  科学研究費助成事業  一般研究(C)

    中村 春夫, 島村 佳伸, 轟 明, 小林 英男

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    Grant amount:\1900000 ( Direct Cost: \1900000 )

    人間の認識・判断を帰属度を有するファジ-集合として定義すれば,一般的な集合的表現よりも自然に近い形で表現可能であると判断される.そこで,各因子間の定性的な関係を,質的情報のファジ-集合と考えれば,推論過程はファジ-集合間のファジ-写像として,より定量的にモデル化できると考えられる.本研究では,熟練者からの知識獲得法,推論方法のモデル化に関する研究を行った.まず,破損の時期と破損の種類の各因子間などには,確信度が熟練者与えられている場合を考える.この確信度は認識や判断のあいまいさにを有する質的データ(大いに関係有り,全然関連性なし等)として与えられる.このデータをファジ-集合と考え,ファジ-数量化理論を適用して以下の結果を得た.
    (1)ファジーメンバシップ値の解析:ファジ-数量化理論第2類に基づき,破損の種類を介して原因の各因子の対策に対するサンプル数量を決定した.これにより,外的基準空間が定量化され,熟練者の判断,認識の誤りを修正することができた.(2)各因子のカテゴリーウェイト解析:例えば,破損の種類としてクリープの可能性が高いが疲労破壊の可能性も若干ある場合にその対策を決定するためには,破損の種類の各因子の対策の各因子に対する帰属度が必要とされる.そこで,ファジ-数量化解析を行い,正の因果関係,負の因果関係などをカテゴリーウェイト値として定量評価し,カテゴリー空間から実空間への写像関数を決定した.(3)熟練者の潜在知識の把握:メンバシップ値から,ファジ-数量化理論第3類に基づき各因子が有する,温度,応力,材料,環境などに関する,陽には現れていないいわゆる“隠れた知識"を抽出し,獲得知識の把握を行った.

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  • Development of Smart Structure for Thermo-Insulating-FRP-Support-Structure by Using Optical Fiber Sensor

    Grant number:06555027  1994 - 1996

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (A)

    KOBAYASHI Hideo, HATTORI Toshio, AOYAMA Hiroshi, SHIMAMURA Yoshinobu, TODOROKI Akira, NAKAMURA Haruo

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    Grant amount:\6400000 ( Direct Cost: \6400000 )

    Since composite support structures applied to super conductivity coils are covered by structures for insulation, automatic health monitoring system is very important for the structures. The composite support structures for super conductivity coils are in strong variable magnetic fields. This causes that it is very difficult to apply electrical methods for detection of defects. Though we can use several optical strain sensors, there have been still expensive and had some problems for long term reliability. In the present study, therefore, a novel optical strain sensor using power loss by macro scale bending was developed, and was investigated in detail. Curved optical fiber was attached to specimens. When the specimen is tnesioned, optical power loss changes due to the change of radius of curved optical fiber. The optimum fiber path configuration (quarter circle) was found by computations. The applicability of the sensor was investigated experimentally under the static and cyclic loading. Since the system is simple, it is very inexpensive and has enough reliability.

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  • ファジ-数量化理論に基づく破損事故固子の定量解析に関する研究

    Grant number:06650090  1994

    日本学術振興会  科学研究費助成事業  一般研究(C)

    中村 春夫, 朴 位坤, 轟 章, 小林 英男

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    Grant amount:\2000000 ( Direct Cost: \2000000 )

    構造物の破損事故解析手順の多くは非定型であり,専門家の経験に依存する部分が多い.現在,知識の共有が可能なエキスパートシステム化が必要とされているが,専門家の知識には判断・認識の曖昧さが含まれており,その定量解析手法の確立が望まれる.本研究では,ファジ-数量化理論を用いて事故解析因子の定量解析を図った.
    専門家は,破損の種類→事故原因→事故対策の順で推論を行っている.そこで,ファジ-数量化理論第II類を適用することにより,破損の種類から事故対策に至るアルゴリズムの構築を図った.破損の種類と破損原因,破損原因と事故対策の各因子には,関係なし,関係あり,大いに関係ありなどの定性的関係がある.これを質的情報のファジ-集合と考え,推論過程を集合間のファジ-写像でモデル化する.破損の種類と事故原因の関係は質的関係を有するカテゴリー空間を形成し,事故原因と事故対策の関係は外的基準空間を形成するとして,両空間の写像をFとする。写像Fは専門家の意識に潜在的に存在するが,カテゴリーと外的基準の両データは判断と認識の曖昧さを含むので,写像Fは陽には把握できない。本研究では,外的基準空間の構造が最も保持されるという制約条件下で,潜在写像Fの数量化(カテゴリー空間から実空間への写像の評価)をファジ-数量化理論第II類により行った.この解析によりメンバーシップ関数が陽な形で決定でき,曖昧さを伴う実データに修正を施すことが可能である.そして,実空間への写像関数の感度解析から,破損の種類の各因子の事故対策に対する寄与度が定量的に評価されることを明らかにした.また,たとえ破損の種類が特定できなくとも,事故対策でどの可能性が増加あるいは減少するかを定量的に示した.

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  • セラミック基複合材料の破壊靱性発現モデルと損傷許容設計基準の構築

    Grant number:06452146  1994

    日本学術振興会  科学研究費助成事業  一般研究(B)

    小林 英男, 朴 位坤, 轟 章, 中村 春夫

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    Grant amount:\7500000 ( Direct Cost: \7500000 )

    長繊維で強化したセラミック基複合材料はセラミックの靱性強化の切り札として注目を集めている.これは界面に微小なき裂を導入することで高い靱性を達成しており,この材料に従来の単純な単一き裂の破壊力学を適用することは困難である.そこで本研究では微小き裂による剛性低下と等価な剛性低下をもたらす単一き裂に置き換える等価き裂を用いて,損傷力学的に取り扱い,破壊抵抗曲線が線形破壊力学で求められることを実験的に検証した.具体的には,片側き裂曲げ試験片とコンパクト試験片,中央き裂曲げ試験片を用いて,常温で破壊靱性試験を実施し,原点からのコンプライアンスに基づく等価き裂長さと荷重から応力拡大係数を評価し,試験片形状,寸法,負荷形式に依存しない破壊抵抗曲線が得られることが明らかとなった.また,最大荷重時にはき裂先端で最初の繊維束破断が発生しており,破壊靱性がこの点で評価できることが明らかとなった.さらに,高温試験に際して,模擬試験片を用いて破壊靱性試験を実施した.その結果,治具のコンプライアンスを取り除いて破壊靱性が評価可能であることが明らかになった.

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  • FRP損傷過程のフラクタル性に基づく損傷評価手法の検討

    Grant number:06750082  1994

    日本学術振興会  科学研究費助成事業  奨励研究(A)

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    Grant amount:\1200000 ( Direct Cost: \1200000 )

    複合材料のマトリックス中に生じる損傷や繊維破断の発生様相は複雑であり,損傷力学的に取り扱う場合に,そのメカニズムを考慮することは非常に難しい.本研究ではFRPのマトリックス割れ,繊維破断に注目してその損傷のフラクタル性を検証し,フラクタル損傷力学構築のための知見を得ることを目的としている.マトリックス割れに関しては,その場観察によってフラクタル次元1.6のフラクタル分布であること,繊維破断に関しては破断箇所のフラクタル性が認められることを実験的に示した.フラクタル分布の性質を用いることによって,繰り込みが可能となり,き裂密度の繰り込みを行うことで実際の剛性低下に近い損傷が評価できることを示した.また,CFRPの疲労破壊に関して,繊維破断箇所の繰り込みを行うことによって,疲労発生の限界荷重が引張強度の約70%であることが明らかになった.フラクタル損傷モデルは,複合材料の損傷評価に有効であるが,解析的に検討するためには計算機の能力が不足がちであることが明らかになった.

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  • CFRPの疲労破壊過程観察に基づく損傷モデルのフラクタル的検討

    Grant number:05750078  1993

    日本学術振興会  科学研究費助成事業  奨励研究(A)

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    Grant amount:\900000 ( Direct Cost: \900000 )

    最近の超高強度炭素繊維の開発によってCFRPが一次構造に適用が拡大され,さらに高靱性樹脂の開発によって衝撃後圧縮強度が上昇し,CFRP構造物の疲労強度に関しても注目されるようになってきた.このような背景から,近年JISにおいても疲労試験方法の規格化が実施されており,また一方向材の疲労のマイクロメカニズムの研究も実施されている.そこで,本研究では,超高強度炭素繊維MR-40を用いたCFRP一方向材の引張-引張疲労試験をJISの試験法案に準拠して実施し,その疲労のマイクロメカニズムを検討すると同時に,JIS試験法案についても検討し,その問題点を明らかにした.さらに,損傷のフラクタル性に着目して,従来のJISの試験片の破壊メカニズムを検討した.得られた結果は以下のとおりである.
    (1)JIS案に準拠した手法では,タブ部での応力集中に起因して繊維破断が生じる遂次損傷進展が疲労破壊に原因である.
    (2)応力集中のない試験では,疲労損傷は生じない.
    (3)JIS案に準拠した場合,過剰安全側の評価を与える.
    (4)JIS案の試験片では繊維損傷のフラクタル性に起因して疲労損傷の臨界応力が存在する.

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  • 電子デバイス用薄膜の弾性定数の超音波顕微鏡による測定

    Grant number:05650074  1993

    日本学術振興会  科学研究費助成事業  一般研究(C)

    朴 位坤, 轟 章, 中村 春夫, 小林 英男

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    Grant amount:\2100000 ( Direct Cost: \2100000 )

    近年,3次元的多層積層構造を有する超LSIが検討されるようになった.この多層積層構造超LSIでは,基盤上に絶縁層や半導体層,配線などのμm程度の厚さの薄膜積層構造を有している.この形成には熱処理工程があり,各層の熱膨張係数の違いに起因する残留応力が発生し,信頼性低下をもたらす.このため,LSI内部の応力解析が近年試みられているが(1),解析に用いられる弾性係数は巨視的試験片での値を用いており,巨視的試験片と結晶配列の異なる薄膜の弾性係数が巨視的試験片と同じである保証はない.従来の薄膜の弾性係数測定手法は,薄膜材料を基盤から剥離して変形させ,変形逆解析する方法(2)(3)や,薄膜に圧子を押込み,接触論を利用した逆解析を行なう方法(4)などがあるが,特殊な薄膜を要求したり,必要な膜厚が100μm程度であり,実際の薄膜には適当でない.超音波顕微鏡は試料表面近傍に表面波を励起することで試料の弾性的性質の情報を引出すシステムであり,薄膜剥離検出などに用いられているが,同時に非破壊的に表面弾性波を実測可能である.そこで本研究では,この超音波顕微鏡を用いて基盤上の薄膜弾性係数を測定する手法を解析的に検討し,ガラス基盤上のアルミニウム薄膜に適用し,その有効性を明らかにした.薄膜の弾性係数測定に試料表面の弾性的特性の定量的評価が可能な超音波顕微鏡を適用した.薄膜試験片に対して実測値と解析値を比較し,薄膜の弾性係数を測定する手法を開発し,実際に適用した.得られた結果を要約すれば以下のとおりである.(1)超音波顕微鏡の音速測定精度は,各種影響因子を考慮することで向上し,絶対精度±0.49%が得られた.(2)薄膜試験片では,音速の膜厚依存性,周波数依存性が実測され,これを用いて,薄膜の弾性係数を評価する手法を示した.(3)アルミニウム薄膜弾性係数はバルク状態よりも10%程度減少した.

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  • 知的構造の開発

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    Grant type:Competitive

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  • Optimum design of composites

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    Grant type:Competitive

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  • 統計的判定による構造ヘルスモニタリング

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    Grant type:Competitive

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  • Development of Smart Structures

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    Grant type:Competitive

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  • 複合材料のモニタリング(成形,ひずみ,損傷)

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    Grant type:Competitive

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  • 複合材料の最適設計

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Other

  • マンガでわかるTinkerCADと3Dプリンタ

    2017.8

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    3D プリンタといちばんやさしい3D CADであるTinkerCADが漫画を読むだけですぐにわかる(Download:http://todometacomposites.com/www/wp-content/uploads/2022/05/TinkerCAD_Manga.pdf)

    File: 3D Print3_001.jpg

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  • Youtubeチャンネル

    2017

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    設計製図のための油圧ジャッキから,CADソフトの使い方,CADソフトを使ったFEM解析,3Dプリントの研究成果などを紹介
    https://www.youtube.com/@akiratodoroki7537

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  • ラノベの世界でぼんやりわかる材料力学

    2017

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    ライトノベル風に材料力学を学ぶことができないだろうか?そう考えてなろう風の異世界ものっぽくファンタジーな世界で材料力学を学ぶ小説
    http://todometacomposites.com/www/wp-content/uploads/2025/09/Novel-MM1.pdf

    File: final1.jpg

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  • 複合材料積層板の剛性行列とコンプライアンス行列を計算するソフト

    2000

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    複合材料積層板の剛性行列とコンプライアンス行列を計算するソフト
    http://todometacomposites.com/www/wp-content/uploads/2022/07/stack.zip

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  • 積層パラメータを計算するソフト

    1995

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    複合材料積層板の積層パラメータを計算するソフト
    http://todometacomposites.com/www/wp-content/uploads/2022/07/callap.zip

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Teaching Experience

  • 材料力学

    2019.3 Institution:東京科学大

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  • 弾塑性学

    2017 Institution:東京科学大

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  • Mechanics of Composite Materials

    Institution:Institute of Science Tokyo

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  • 材料強度学

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  • 機械設計製図基礎

    2022 Institution:東京科学大

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  • 振動学特講

    2014 Institution:日本大学生産工学部

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  • スマート構造特論

    2008 - 2009 Institution:東京工業大学

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  • 破壊力学特講

    2005 - 2015 Institution:日本大学生産工学部

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  • 情報処理演習

    1994 - 1998 Institution:東京工業大学

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Social Activities

  • 3D printable high thermal conductivity thermoplastic composites

    Role(s): Lecturer

    Asia-Pacific-Future-Device-Hardware-Technology-Innovation-Summit  2025.6

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    Type:Seminar, workshop

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  • 複合材3Dプリンタ(Additive Manufacturing)がもたらす変革に向けて

    Role(s): Lecturer

    中部航空宇宙産業技術センター  2023.5

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    Type:Seminar, workshop

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  • 複合材構造の設計・製造・モニタリングと多機能構造

    Role(s): Lecturer

    ひろしま航空機産業振興協議会  2018.1

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    Type:Seminar, workshop

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  • 複合材料が拓く未来

    Role(s): Lecturer

    財団法人大田区産業振興協会  2010.7

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    Type:Seminar, workshop

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  • ガンダム宇宙世紀大全 第2夜

    Role(s): Appearance

    NHK BS2  2009.7

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    Type:TV or radio program

    File: NHK.png

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  • 3D printed composites : Current status and future

    Role(s): Lecturer

    2019.11

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    Type:Seminar, workshop

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  • Self-sensing composites

    Role(s): Lecturer

    Stony Brook University  2014.8

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    Type:Visiting lecture

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  • 科学衛星(PLANET-C)「あかつき」の金星周回軌道への 投入失敗に係る原因究明及び今後の対

    Role(s): Advisor

    宇宙開発委員会 JAXA  2010

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    Type:Investigation, survey

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Media Coverage

  • 複合材料3Dプリンタで作る新しいスナップロック構造 Internet

    Monoist, IT media  2024.10

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    Author:Myself 

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  • 3Dプリンタと複合材料で作製する多機能構造とは? Internet

    Monoist, IT media  2024.9

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    Author:Myself 

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  • 複合材3Dプリンタを活用した新しい設計のアイデア Internet

    Monoist, IT media  2024.8

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    Author:Myself 

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  • 複合材料3Dプリンタの成形条件最適化を図れるシミュレーションソフトを開発 Internet

    Monoist, IT media  2024.7

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  • 自由に連続繊維を湾曲させて成形できる新たな複合材3Dプリンタとは? Internet

    Monoist, IT media  2024.6

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    Author:Myself 

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  • 3Dプリンタで成形する複合材料は世界を変えるか? Internet

    Monoist, IT media  2024.5

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    Author:Myself 

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  • 3D プリンター用材料としての複合材の利点と可能性 Newspaper, magazine

    工業材料  2022.8

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  • AGCと東工大、「AGCマテリアル協働研究拠点」を設置 Newspaper, magazine

    日本経済新聞  2019.6

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    Author:Other 

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  • 3D プリント複合材料のインパクト Newspaper, magazine

    月間化学経済  2016.7

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  • 3Dプリンターで複合材成形 Newspaper, magazine

    プラスチック産業素材新聞  2015.10

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  • 複合材料のヘルスモニタリング Newspaper, magazine

    日経XTECH  2015.8

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  • トーヨーカネツ、液体水素容量1万立方メートルの円筒タンク開発 Newspaper, magazine

    日刊工業新聞  2015

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    Author:Other 

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  • 実用化を目指す構造ヘルスモニタリング Newspaper, magazine

    株式会社 養賢堂  機械の研究  2004.5

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    Author:Myself 

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  • 発光で複合材料を診断 東工大が新手法 Newspaper, magazine

    日本工業新聞  1998.12

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    Author:Other 

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  • ニューロネットによるき裂検出 Newspaper, magazine

    株式会社 養賢堂  機械の研究  1994.3

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  • 複合材料積層板の設計 東工大計算回数を大幅削減 Newspaper, magazine

    日本工業新聞  1998.10

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    Author:Other 

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Academic Activities

  • 学会会長

    日本付加製造学会  2023.1 - 2025.6

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    Type:Academic society, research group, etc. 

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  • 編集委員

    Role(s): Planning, management, etc., Peer review

    強化プラスチック協会 

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