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Development of baseline-free structural abnormal diagnosis systems based on chaotic excitation

Research Project

Project/Area Number 24560589
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Structural engineering/Earthquake engineering/Maintenance management engineering
Research InstitutionRitsumeikan University

Principal Investigator

NOMURA YASUTOSHI  立命館大学, 理工学部, 任期制講師 (20372667)

Co-Investigator(Kenkyū-buntansha) KUSAKA Takayuki  立命館大学, 理工学部, 教授 (10309099)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords構造ヘルスモニタリング / 健全性評価 / カオス / デジタル画像相関法 / フラクタル次元解析 / データ同化 / フラクタル / 画像相関法
Outline of Final Research Achievements

In this study, we attempted to develop baseline-free structural damage detection systems using chaotic excitation and digital image correlation method.
In the system using chaotic excitation, we succeeded in identifying the structural parameter such as the bending rigidity and the damping ratio by using a merging particle filter. Through the identified structural parameter, it was found that the proposed system makes it possible to quantify the damage. However, the stiffness at the story with damage was overestimated, which means that further improvements to identify the structural parameters are needed for a practical tool.
In the system using digital image correlation method, it was demonstrated from laboratory experiments that response displacement can be measured appropriately by using digital image correlation method and the proposed system makes it possible to detect the damage by evaluating the fractal dimension of the primary mode shape without using any baseline data.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (31 results)

All 2015 2014 2013 Other

All Journal Article (9 results) (of which Peer Reviewed: 9 results,  Open Access: 3 results) Presentation (22 results)

  • [Journal Article] Structural Reliability Assessment by Multimodal Analysis Using Cellular Automaton Particle Swarm Optimization2015

    • Author(s)
      石橋健,古田均,野村泰稔,中津功一朗,高橋亨輔
    • Journal Title

      Journal of the Society of Materials Science, Japan

      Volume: 64 Issue: 3 Pages: 190-195

    • DOI

      10.2472/jsms.64.190

    • NAID

      130004749954

    • ISSN
      0514-5163, 1880-7488
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dynamic Compression Test of CFRP Laminates Using SHPB Technique2014

    • Author(s)
      T.KUSAKA, T.KONO, Y.NOMURA, H.WAKABAYASHI
    • Journal Title

      Applied Mechanics and Materials

      Volume: Vol.566 Pages: 122-127

    • DOI

      10.4028/www.scientific.net/amm.566.122

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Experimental Method for Dynamic Compression Behavior of Composite Laminates Using SHPB Technique2014

    • Author(s)
      日下貴之,河野孝典,野村泰稔,若林宏樹
    • Journal Title

      Journal of the Society of Materials Science, Japan

      Volume: 63 Issue: 5 Pages: 362-367

    • DOI

      10.2472/jsms.63.362

    • NAID

      130004749891

    • ISSN
      0514-5163, 1880-7488
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Application of Metaheulistic Method to Reliability Analysis for Lifeline Network Involves Multiple Failure Modes2014

    • Author(s)
      石橋健,古田均,野村泰稔,中津功一朗,高橋亨輔
    • Journal Title

      Journal of the Society of Materials Science, Japan

      Volume: 63 Issue: 2 Pages: 143-148

    • DOI

      10.2472/jsms.63.143

    • NAID

      130003393233

    • ISSN
      0514-5163, 1880-7488
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] DEVELOPMENT OF CRACK DETECTION SYSTEM FOR CONCRETE STRUCTURES USING NON-CONTACT DISPLACEMENT MEASUREMENTS2013

    • Author(s)
      日下貴之,野村泰稔,日根野陽介,久木祥兵
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. F6 (Safety Problem)

      Volume: 69 Issue: 2 Pages: I_75-I_80

    • DOI

      10.2208/jscejsp.69.I_75

    • NAID

      130004560183

    • ISSN
      2185-6621
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Structural Damage Localization Based on Recurrence Plots of Chaotic Response Attractor2013

    • Author(s)
      野村泰稔,森本大貴,日下貴之,古田均
    • Journal Title

      TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series C

      Volume: 79 Issue: 807 Pages: 4210-4222

    • DOI

      10.1299/kikaic.79.4210

    • NAID

      130003386479

    • ISSN
      0387-5024, 1884-8354
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Baseline-free damage detectionmethod usingDigital image correlationmethods and Fractal dimension analysis2013

    • Author(s)
      野村泰稔,古田均,日下貴之,吉田和世,石橋健
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. A2 (Applied Mechanics (AM))

      Volume: 69 Issue: 2 Pages: I_633-I_642

    • DOI

      10.2208/jscejam.69.I_633

    • NAID

      130004557395

    • ISSN
      2185-4661
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Improvement of Practical Utility of Damage Assessment System for Bridge Based on Pattern Recognition Considering Exception Extraction2013

    • Author(s)
      古田均,石橋健,野村泰稔,中津功一朗
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. A2 (Applied Mechanics (AM))

      Volume: 69 Issue: 2 Pages: I_751-I_760

    • DOI

      10.2208/jscejam.69.I_751

    • NAID

      130004557407

    • ISSN
      2185-4661
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] GAを用いた大規模橋梁群の長期的な維持管理計画の最適化2013

    • Author(s)
      石橋健,中津功一朗,古田均,野村泰稔,高橋享輔
    • Journal Title

      土木学会論文集A2(応用力学)

      Volume: Vol.69, No.2

    • NAID

      130004557405

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Structural Damage Quantification Based on Digital Image Correlation and PSO2015

    • Author(s)
      Y.NOMURA, T.KUSAKA and H.FURUTA
    • Organizer
      The Fourth International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering
    • Place of Presentation
      Prague (CZECH)
    • Year and Date
      2015-09-01 – 2015-09-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] デジタル画像相関法に基づく構造物の損傷検出2014

    • Author(s)
      野村泰稔,松浦友樹,古田均
    • Organizer
      第28回信頼性シンポジウム
    • Place of Presentation
      あべのハルカス(大阪府)
    • Year and Date
      2014-12-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 融合粒子フィルタに基づく構造動特性の同定2014

    • Author(s)
      野村泰稔,森本真規,佐藤忠信,古田均
    • Organizer
      第28回信頼性シンポジウム
    • Place of Presentation
      あべのハルカス(大阪府)
    • Year and Date
      2014-12-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] Structural damage quantification using recurrence plot and merging particle filter2014

    • Author(s)
      Y.NOMURA, T.SATO, H.FURUTA
    • Organizer
      The 4th International Symposium on Life-Cycle Civil Engineering (IALCCE2014)
    • Place of Presentation
      早稲田大学(東京都)
    • Year and Date
      2014-11-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] Early-Stage Damage Identification subjected to Chaotic Excitation2014

    • Author(s)
      T.SATO, C.WAN, Y.NOMURA, L.XIE, R.SONG, X.GUO
    • Organizer
      The 6th World Conference on Structural Control and Monitoring
    • Place of Presentation
      Barcelona (SPAIN)
    • Year and Date
      2014-07-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] Baseline-free Structural Damage Detection Based on Video Image Correlation Method and Fractal Dimension Analysis2014

    • Author(s)
      Y.NOMURA, H.FURUTA, K.ISHIBASHI, K.TAKAHASHI, K.NAKATSU
    • Organizer
      International Symposium on Reliability Engineering and Risk Management (ISRERM2014)
    • Place of Presentation
      Taipei (TAIWAN)
    • Year and Date
      2014-05-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] 融合粒子フィルタに基づくデータ同化技術を利用した構造同定と未観測データの取得2014

    • Author(s)
      野村泰稔,寺元丈雄,日下貴之
    • Organizer
      材料学会第63期学術講演会
    • Place of Presentation
      福岡大学(福岡県)
    • Year and Date
      2014-05-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] Structural health monitoring based on chaotic excitation and recurrence quantification analysis2013

    • Author(s)
      Y. NOMURA, T. KUSAKA, D. MORIMOTO
    • Organizer
      The 11th International conference on structural safety and reliability (ICOSSAR2013)
    • Place of Presentation
      New York, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] Crack growth detection for concrete structures based on non-contact displacement measurements2013

    • Author(s)
      T. KUSAKA, Y. NOMURA, Y. HINENO, T. FUJII
    • Organizer
      The 11th International conference on structural safety and reliability (ICOSSAR2013)
    • Place of Presentation
      New York, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] Detection of structural parameter detection using chaotic excitation technique2013

    • Author(s)
      T. SATO, Y. NOMURA, C. WAN
    • Organizer
      The 11th International conference on structural safety and reliability (ICOSSAR2013)
    • Place of Presentation
      New York, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] 画像相関法とフラクタル次元解析を用いた橋梁の損傷同定2013

    • Author(s)
      野村泰稔,古田均,日下貴之,石橋健
    • Organizer
      信頼性・破壊力学合同シンポジウム(材料学会)
    • Place of Presentation
      阿蘇ファームランド(熊本県)
    • Related Report
      2013 Research-status Report
  • [Presentation] 年度予算の変動を考慮した橋梁維持管理計画の最適化に関する研究2013

    • Author(s)
      古田均,野村泰稔,中津功一朗,高橋亨輔,石橋健
    • Organizer
      信頼性・破壊力学合同シンポジウム(材料学会)
    • Place of Presentation
      阿蘇ファームランド(熊本県)
    • Related Report
      2013 Research-status Report
  • [Presentation] カオス応答アトラクタの評価に基づく構造異常診断法

    • Author(s)
      三木啓史,野村泰稔,日下貴之
    • Organizer
      日本機械学会関西支部第88期定時総会講演会
    • Place of Presentation
      大阪工業大学(大阪府)
    • Related Report
      2012 Research-status Report
  • [Presentation] 非接触変位場計測に基づくコンクリートのき裂検出

    • Author(s)
      久木祥平,日根野陽介,日下貴之,野村泰稔
    • Organizer
      日本機械学会関西支部第88期定時総会講演会
    • Place of Presentation
      大阪工業大学(大阪府)
    • Related Report
      2012 Research-status Report
  • [Presentation] メタヒューリスティクスを用いた複数の破壊モードを持つ大規模構造物の信頼性解析に関する研究

    • Author(s)
      古田均,高橋亨輔,野村泰稔,中津功一朗,石橋健
    • Organizer
      日本材料学会第26回信頼性シンポジウム
    • Place of Presentation
      サンポートホール高松(香川県)
    • Related Report
      2012 Research-status Report
  • [Presentation] 非接触変位場計測に基づくコンクリート構造物のき裂検出システム

    • Author(s)
      日根野陽介,日下貴之,野村泰稔
    • Organizer
      日本材料学会第26回信頼性シンポジウム
    • Place of Presentation
      サンポートホール高松(香川県)
    • Related Report
      2012 Research-status Report
  • [Presentation] 非接触変位場計測に基づくコンクリートのき裂検出システム

    • Author(s)
      日根野陽介,藤井俊史,日下貴之,野村泰稔
    • Organizer
      第56回日本学術会議材料工学連合講演会
    • Place of Presentation
      京都テルサ(京都府)
    • Related Report
      2012 Research-status Report
  • [Presentation] Structural health monitoring system using recurrence quantification analysis of ambient vibration

    • Author(s)
      H.Furuta, Y.Nomura, K.Nakatsu, K.Yoshida
    • Organizer
      3rd International Symposium on Life-Cycle Civil Engineering (IALCCE2012)
    • Place of Presentation
      Vienna(Austria)
    • Related Report
      2012 Research-status Report
  • [Presentation] 振動モード形状のフラクタル次元解析に基づくBaseline-free型構造損傷同定

    • Author(s)
      野村 泰稔, 古田 均, 日下貴之, 吉田和世
    • Organizer
      日本知能情報ファジィ学会第28回ファジィシステムシンポジウム
    • Place of Presentation
      名古屋工業大学(愛知県)
    • Related Report
      2012 Research-status Report
  • [Presentation] PZT素子を用いたCFRP補強コンクリート接着接合部の界面剥離モニタリング

    • Author(s)
      野村泰稔,日下貴之,伊藤智
    • Organizer
      土木学会第67回年次学術講演会
    • Place of Presentation
      名古屋大学(愛知県)
    • Related Report
      2012 Research-status Report
  • [Presentation] Baseline-less Structural Health Monitoring System Based on Recurrence Quantification Analysis

    • Author(s)
      Y.NOMURA, T.KUSAKA, D.MORIMOTO, H.FURUTA
    • Organizer
      7th International Conference on Bridge Maintenance, Safety, Management and Life-Cycle Optimization (IABMAS2012)
    • Place of Presentation
      Stresa(Italy)
    • Related Report
      2012 Research-status Report
  • [Presentation] Reliability Analysis Using Evolutionary Algorithm and Importance Sampling

    • Author(s)
      K. Nakatsu, H.Furuta, Y.Nomura, K. Takahashi, K. Ishibashi, T. Kondo
    • Organizer
      5th Asian-Pacific Symposium on Structural Reliability and its Applications(APSSRA'12)
    • Place of Presentation
      Singapore(Singapore)
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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