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Development of a new structural damage detection method using chaos attractor re-composition technique

Research Project

Project/Area Number 23560581
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 InstitutionKobe Gakuin University

Principal Investigator

SATO Tadanobu  神戸学院大学, 経営学部, 研究員 (00027294)

Co-Investigator(Kenkyū-buntansha) 葛 漢彬  名城大学, 理工学部, 教授 (90262873)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Keywords構造ヘルスモニタリング / カオス応答アトラクタ / 微細損傷の同定 / モンテカルロフィルター / 緩和型粒子フィルター / 遺伝的アルゴリズム / ベイズ理論 / 数値シミュレーション / 構造工学 / カオス理論 / アトラクタ / 構造同定 / カルマンフィルター / 粒子フィルター / 起振器 / 模型実験 / 微小損傷
Research Abstract

For the first purpose we propose a new attractor-based structural damage detection technique using chaotic excitation. We reconstruct attractors from responses and obtain quantitative features from the response attractors by using Recurrence Analysis. We use this feature as damage indicator. By comparing indicators between intact and damage structures, we detect and localize structural damage. The robustness against noise and sensitivity to minor damage of the proposed method are shown through numerical examples, in which we assume minor damage to a structure and high noises on input excitation and observed data.
For the second purpose we apply the Monte Carlo Filter technique to identify the level of structural damage. We develop the Relaxation MCF, by which we improve the deficit of the classical MCF. The efficiency of the proposed method is confirmed by identifying the dynamic parameters of a ten-story model building be using noise contaminated simulated structural response data.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (28 results)

All 2013 2012 2011 Other

All Journal Article (21 results) (of which Peer Reviewed: 7 results) Presentation (6 results) (of which Invited: 1 results) Remarks (1 results)

  • [Journal Article] Particle relaxation method of Monte Carlo filter for structural system identification2013

    • Author(s)
      T. Sato
    • Journal Title

      Journal of Civil Structural Health Monitoring

      Volume: Volume 3 Issue: 4 Pages: 325-334

    • DOI

      10.1007/s13349-013-0050-7

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] General concept of adaptive particle filters technique2013

    • Author(s)
      T. Sato
    • Journal Title

      Proceeding of the 11th International Conference on Structural Safety and Reliability

    • Related Report
      2013 Final Research Report
  • [Journal Article] Detection of structural parameter detection using chaotic excitation technique2013

    • Author(s)
      T. Sato, Y. Nomura, C-F. Wan
    • Journal Title

      Proceeding of the 11th International Conference on Structural Safety and Reliability

    • Related Report
      2013 Final Research Report
  • [Journal Article] Fractal characteristics of phase spectrum of earthquake motion2013

    • Author(s)
      T. Sato
    • Journal Title

      Journal of Earthquake and Tsunami

      Volume: 7(2)

    • Related Report
      2013 Final Research Report
  • [Journal Article] Optimization of seismic sensor locations along highway links2013

    • Author(s)
      T. Sato, I. Yoshida and Y. Adachi
    • Journal Title

      Journal of Earthquake and Tsunami

      Volume: 7(2)

    • Related Report
      2013 Final Research Report
  • [Journal Article] Particle relaxation method for structural parameters identification based on Monte Carlo Filter2013

    • Author(s)
      T. Sato and Y. Tanaka
    • Journal Title

      Smart Structures and Systems

      Volume: 11(1) Pages: 53-67

    • Related Report
      2013 Final Research Report
  • [Journal Article] Damage identification using chaotic excitation2013

    • Author(s)
      C-F. Wan, T. Sato, Z-S, Wu and J. Zhang
    • Journal Title

      Smart Structures and Systems

      Volume: Vol. 11 No. 1 Pages: 87-102

    • Related Report
      2013 Final Research Report
  • [Journal Article] 7) *Optimization of seismic sensor locations along highway links2013

    • Author(s)
      Tadanobu Sato, Ikumasa Yoshida, Yukio Adachi
    • Journal Title

      Journal of Earthquake and Tsunami

      Volume: 7(2) Issue: 02 Pages: 1350011-1350011

    • DOI

      10.1142/s1793431113500115

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Particle relaxation method for structural parameters identification based on Monte Carlo Filte2013

    • Author(s)
      adanobu Sato and Youhei Tanaka
    • Journal Title

      Smart Structures and Systems, An Int'l Journal

      Volume: 11(1) Pages: 53-67

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Damage identification using chaotic excitation2013

    • Author(s)
      Chunfeng Wan, Tadanobu Sato, Zhishen Wu and Jian Zhang
    • Journal Title

      Smart Structures and Systems, An Int'l Journal

      Volume: 11(1) Pages: 87-102

    • Related Report
      2013 Annual Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] General concept of adaptive particle filters technique2013

    • Author(s)
      Tadanobu Sato
    • Journal Title

      Proceeding of the 11th International Conference on Structural Safety and Reliability

      Volume: 1

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Detection of structural parameter detection using chaotic excitation technique,2013

    • Author(s)
      Tadanobu Sato, Yasuyoshi Nomura and Chunfeng Wan
    • Journal Title

      Proceeding of the 11th International Conference on Structural Safety and Reliability

      Volume: 1

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimization of seismic sensor locations along highway links2013

    • Author(s)
      Tadanobu Sato, Ikumasa Yoshida and Yukio Adachi,
    • Journal Title

      Journal of Earthquake and Tsunami

      Volume: Vol.7, No. 2 Pages: 35-48

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Particle relaxation method for structural parameters identification based on Monte Carlo Filter2013

    • Author(s)
      Tadanobu Sato and Youhei Tanaka
    • Journal Title

      Smart Structures and Systems, An Int'l Journal

      Volume: Vol.11, No.1 Pages: 53-67

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Particle relaxation method on Monte Carlo Filter for structural system identification2012

    • Author(s)
      T. Sato
    • Journal Title

      Proceedings of Civil Structural Health monitoring Workshop (CSHM-4)

    • Related Report
      2013 Final Research Report
  • [Journal Article] Response of SDOF system based on earthquake phase spectrum uncertainty model2012

    • Author(s)
      C. Zhang Cong, T. Sato and L-Y. Lu
    • Journal Title

      Journal of Southeast University (Natural Science Edition)

      Volume: Vol.42, No.1 Pages: 131-136

    • Related Report
      2013 Final Research Report
  • [Journal Article] 4) Particle relaxation method on Monte Carlo Filter for structural system identification2012

    • Author(s)
      Tadanobu Sato
    • Journal Title

      Proceedings of Civil Structural Health monitoring Workshop (CSHM-4)

      Volume: Vol.1

    • Related Report
      2012 Research-status Report
  • [Journal Article] Minor damage detection using chaotic excitation and recurrence analysis2011

    • Author(s)
      T. Sato
    • Journal Title

      Journal of Earthquake and Tsunami

      Volume: 5(3) Pages: 259-270

    • Related Report
      2013 Final Research Report 2011 Research-status Report
  • [Journal Article] Investigation of the MCMC method for structural uncertainty determination2011

    • Author(s)
      J. Zhang, T. Sato, C-F. Wan
    • Journal Title

      Proceedings of the 2011 World Congress on Advances in Structural Engineering and Mechanics

    • Related Report
      2013 Final Research Report
  • [Journal Article] Adaptability of Monte Carlo filter for estimation of abruptly changing parameters using acceleration measurements2011

    • Author(s)
      M-J. Chung, C-B. Yun, T. Sato
    • Journal Title

      Proceedings of the 2011 World Congress on Advances in Structural Engineering and Mechanics

    • Related Report
      2013 Final Research Report
  • [Journal Article] Damage detection using chaotic excitation2011

    • Author(s)
      C-F. Wan, T. Sato, Z-S. Wu, J. Zhang
    • Journal Title

      Proceedings of the 2011 World Congress on Advances in Structural Engineering and Mechanics

    • Related Report
      2013 Final Research Report
  • [Presentation] Minor Structural Damage Detection Using Chaotic Excitation Technique2013

    • Author(s)
      T. Sato Y. Nomura, C-F.f Wan
    • Organizer
      Proceedings of the International Workshop on Structural Health Monitoring and Maintenance of Short & Medium Span Bridges (CSHM-5)
    • Place of Presentation
      Yamaguchi, Japan(CD-ROM)
    • Related Report
      2013 Final Research Report
  • [Presentation] 2) Minor Structural Damage Detection Using Chaotic Excitation Technique2013

    • Author(s)
      Tadanobu Sato, Yasutoshi Nomura and Chunfeng Wan
    • Organizer
      the International Workshop on Structural Health Monitoring and Maintenance of Short & Medium Span Bridges (CSHM-5)
    • Place of Presentation
      Ube, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Topics of filtering techniques for system identifications2013

    • Author(s)
      Tadanobu Sato
    • Organizer
      ANCRiSST2013 Workshop
    • Place of Presentation
      UNIST, Ulsan, Korea
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Damage detection using chaotic excitation2011

    • Author(s)
      Chunfeng Wan, Tadanobu Sato, Zhishen Wu and Jian Zhang
    • Organizer
      Proceedingsof 2011 World Congress on Advances in Structural Engineering and Mechanics
    • Place of Presentation
      Seoul
    • Related Report
      2011 Research-status Report
  • [Presentation] Adaptablity of Monte Carlo filter for estimation of abruptly changing parameters using accleration measurements2011

    • Author(s)
      Myunging Chung, Chung-Bang Yun and Tadanobu Sato
    • Organizer
      Proceedingsof 2011 World Congress on Advances in Structural Engineering and Mechanics
    • Place of Presentation
      Seoul
    • Related Report
      2011 Research-status Report
  • [Presentation] Investigation of the delayed rejection adaptive metropolis for structural uncertainty determination2011

    • Author(s)
      Jian Zhang, Chunfeng Wan and Tadanobu Sato
    • Organizer
      Proceedingsof 2011 World Congress on Advances in Structural Engineering and Mechanics
    • Place of Presentation
      Seoul
    • Related Report
      2011 Research-status Report
  • [Remarks] ホームページ(作成中)

    • URL

      http://satotadanobu.info/

    • Related Report
      2013 Final Research Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

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