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Structural system identification with the consideration of model validity by taking advantage of data from fiber-optic sensors

Research Project

Project/Area Number 22860016
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Structural engineering/Earthquake engineering/Maintenance management engineering
Research InstitutionYokohama National University (2010, 2012)
The University of Tokyo (2011)

Principal Investigator

NISHIO Mayuko  横浜国立大学, 大学院・都市イノベーション研究院, 准教授 (00586795)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,173,000 (Direct Cost: ¥3,210,000、Indirect Cost: ¥963,000)
Fiscal Year 2012: ¥1,352,000 (Direct Cost: ¥1,040,000、Indirect Cost: ¥312,000)
Fiscal Year 2011: ¥1,352,000 (Direct Cost: ¥1,040,000、Indirect Cost: ¥312,000)
Fiscal Year 2010: ¥1,469,000 (Direct Cost: ¥1,130,000、Indirect Cost: ¥339,000)
Keywords構造ヘルスモニタリング / 光ファイバセンサ / システム同定 / 有限要素モデル / 構造同定 / モデルキャリブレーション / 構造工学 / モニタリング / 有限要素法 / データ特徴抽出
Research Abstract

This study was for the purpose of realizing a structural health monitoring (SHM) that could take into account the validity of numerical models by taking advantage of the fiber-optic sensor, which enable the multiple and multivariate data acquisitions, e.g., static and dynamic strain data acquisition using a same optical fiber. From results of the experimental and analytical verifications, and the field measurements, the possibility of multiple and multivariate data acquisitions and their error characteristics, the availability of the constructed boundary condition monitoring algorithm that was realized by the feature extraction of distributed strain data from the fiber-optic sensor, and the basic effectiveness of the Bayesian inference based model calibration method were successfully shown.

Report

(3 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • Research Products

    (15 results)

All 2013 2012 2011 2010 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (12 results)

  • [Journal Article] Uncertainty quantification of the finite element model of existing bridges for dynamic analysis2012

    • Author(s)
      Mayuko Nishio, Juliette Marin, Yozo Fujino
    • Journal Title

      Journal of Civil Structural Health Monitoring

      Volume: 2 Pages: 163-173

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 分布型光ファイバ センサを用いた変位同定法による境界条 件変化を考慮した構造物の変形モニタリ ング2010

    • Author(s)
      西尾真由子,武田展雄
    • Journal Title

      土木学会論文集A

      Volume: 66 Pages: 229-238

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 分布型光ファイバセンサを用いた変位同定法による境界条件変化を考慮した構造物の変形モニタリング2010

    • Author(s)
      西尾真由子、武田展雄
    • Journal Title

      土木学会論文集A

      Volume: 66 Pages: 229-238

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] Bayesian estimation based model calibration for dynamic analysis of seismic isolated bridges2013

    • Author(s)
      Mayuko Nishio, Tatsuya Onishi, Hiroshi Katsuchi, Hitoshi Yamada
    • Organizer
      The 9th International Workshop on Structural Health Monitoring
    • Place of Presentation
      Palo Alto, USA
    • Related Report
      2012 Annual Research Report
  • [Presentation] Continuous monitoring of an aging PC bridge using fiber-optic strain sensors based on time-series analysis in considering environmental effects2013

    • Author(s)
      Junya Mizutani, Mayuko Nishio, Hiroshi Katsuchi, Hitoshi Yamada
    • Organizer
      The 9th International Workshop on Structural Health Monitoring
    • Place of Presentation
      Palo Alto, USA
    • Related Report
      2012 Annual Research Report
  • [Presentation] ベイズ推定による既存橋梁の有限要素モデル妥当性評価に関する基礎検討2012

    • Author(s)
      西尾真由子, Marin Juliette, 藤野陽三
    • Organizer
      平成24年度土木学会全国大会 第67回年次学術講演会
    • Place of Presentation
      名古屋
    • Related Report
      2012 Final Research Report
  • [Presentation] Feature Extraction for Structural Dynamics Model Validation2011

    • Author(s)
      Nishio M, Hemez F, Worden K, Park G, Takeda N, Farrar C
    • Organizer
      IMAC-XXIX A conference and exposition on Structural Dynamics
    • Place of Presentation
      Jacksonville, FL USA
    • Year and Date
      2011-01-31
    • Related Report
      2010 Annual Research Report
  • [Presentation] Uncertainty quantification and validation of finite element models of bridge structures2011

    • Author(s)
      Marin J, Nishio M, Fujino Y
    • Organizer
      The 8th International Workshop on Structural Health Monitoring, Stanford
    • Place of Presentation
      CA USA, September
    • Related Report
      2012 Final Research Report
  • [Presentation] Feature Extraction for Structural Dynamics Model Validation2011

    • Author(s)
      Nishio M, Hemez F, Worden K, Park G, Takeda N, Farrar C
    • Organizer
      IMAC-XXIX A conference and exposition onStructural Dynamics
    • Place of Presentation
      Jacksonville, FL USA
    • Related Report
      2012 Final Research Report
  • [Presentation] Shape reconstruction of unsymmetric CFRP laminates for accuratemanufacturing of composite structures2010

    • Author(s)
      Nishio M, Takeda N
    • Organizer
      3rdAsia-pacific Workshop on Structural HealthMonitoring
    • Place of Presentation
      東京
    • Year and Date
      2010-12-01
    • Related Report
      2012 Final Research Report
  • [Presentation] Shape reconstruction of unsymmetric CFRP laminates for accurate manufacturing of composite structures2010

    • Author(s)
      Nishio M, Takeda N
    • Organizer
      3rd Asia-pacific Workshop on Structural Health Monitoring
    • Place of Presentation
      東京
    • Year and Date
      2010-12-01
    • Related Report
      2010 Annual Research Report
  • [Presentation] Structural shape reconstruction with consideration of boundary condition changes using distributed strain datafrom PPP-BOTDA system2010

    • Author(s)
      Nishio M, Takeda N
    • Organizer
      5th WorldConference on Structural Control andMonitoring
    • Place of Presentation
      東京
    • Year and Date
      2010-07-13
    • Related Report
      2012 Final Research Report
  • [Presentation] Structural shape reconstruction with consideration of boundary condition changes using distributed strain data from PPP-BOTDA system2010

    • Author(s)
      Nishio M, Takeda N
    • Organizer
      5th World Conference on Structural Control and Monitoring
    • Place of Presentation
      東京
    • Year and Date
      2010-07-13
    • Related Report
      2010 Annual Research Report
  • [Presentation] ベイズ推定による既存橋梁の有限要素モデル妥当性評価に関する基礎検討

    • Author(s)
      西尾真由子, Juliette Marin, 藤野陽三
    • Organizer
      平成24年度土木学会全国大会第67回年次学術講演会
    • Place of Presentation
      名古屋
    • Related Report
      2012 Annual Research Report
  • [Presentation] 風応答データの非線形性抽出による長大橋モニタリング

    • Author(s)
      渡辺拓郎, 西尾真由子, 勝地弘, 山田均
    • Organizer
      第22回風工学シンポジウム
    • Place of Presentation
      東京
    • Related Report
      2012 Annual Research Report

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Published: 2010-08-27   Modified: 2019-07-29  

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