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live load and impact load estimation using wireless acceleration and angular velocity measurement and data assimilation techniques

Research Project

Project/Area Number 17H03295
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Structural engineering/Earthquake engineering/Maintenance management engineering
Research InstitutionThe University of Tokyo

Principal Investigator

Nagayama Tomonori  東京大学, 大学院工学系研究科(工学部), 准教授 (80451798)

Co-Investigator(Kenkyū-buntansha) 宮下 剛  長岡技術科学大学, 工学研究科, 准教授 (20432099)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥15,730,000 (Direct Cost: ¥12,100,000、Indirect Cost: ¥3,630,000)
Fiscal Year 2019: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2018: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2017: ¥6,890,000 (Direct Cost: ¥5,300,000、Indirect Cost: ¥1,590,000)
KeywordsBWIM / 活荷重評価 / 道路橋 / 疲労損傷 / 無線センサ / 車両動揺 / 衝撃力 / データ同化 / 加速度計測 / 橋梁 / 動的作用外力 / 活荷重推定 / 衝撃荷重 / 加速度
Outline of Final Research Achievements

An algorithm to estimate bridge deflection due to traffic load by using wireless accelerometers was developed. The algorithm is then experimentally validated on a bridge. The algorithm utilizes inclination estimation and eliminates the necessity of numerical integration. The problem of numerical instability existing in conventional deflection estimation based on acceleration measurement is thus addressed.
Then an algorithm to estimate the weight of vehicle driving on a bridge using the estimated deflection is developed. Even when multiple vehicles are running on a bridge, the weight of each vehicle can be decomposed and evaluated.
Finally, vehicle responses measured by the sensors installed on a vehicles are inversely analyzed and the load transmitted through the tire to the bridge is evaluated.

Academic Significance and Societal Importance of the Research Achievements

道路橋の疲労劣化においては構造物側の状態に加えて,作用荷重が支配的となる.5年に1度の定期点検において道路橋の状態評価がなされている一方で,過積載車両を含む活荷重実態は,それを効率的に把握する手法が限定的である.そこで,設置が容易な無線加速度計を利用して簡易に走行車両の重量を推定するアルゴリズムを開発するとともに,車両からタイヤを介して橋梁に作用する衝撃的荷重を評価する仕組みを提案した.

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (14 results)

All 2019 2018 2017

All Journal Article (6 results) (of which Peer Reviewed: 4 results,  Open Access: 2 results) Presentation (8 results) (of which Int'l Joint Research: 6 results)

  • [Journal Article] Two-step method for bridge modal mass identification using synchronously measured bridge and vehicle dynamic responses2019

    • Author(s)
      Wang Haoqi、Nagayama Tomonori
    • Journal Title

      International Journal of Lifecycle Performance Engineering

      Volume: 3 Issue: 3/4 Pages: 233-256

    • DOI

      10.1504/ijlcpe.2019.103692

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of dynamic tire force by measurement of vehicle body responses with numerical and experimental validation2019

    • Author(s)
      H. Wang, T. Nagayama, D. Su
    • Journal Title

      Mechanical Systems and Signal Processing

      Volume: 123 Pages: 369-385

    • DOI

      10.1016/j.ymssp.2019.01.017

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Vehicle Parameter Identification through Particle Filter using Bridge Responses and Estimated Profile2017

    • Author(s)
      Wang Haoqi、Nagayama Tomonori、Su Di
    • Journal Title

      Procedia Engineering

      Volume: 188 Pages: 64-71

    • DOI

      10.1016/j.proeng.2017.04.458

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Identification of moving vehicle parameters using bridge responses and estimated bridge pavement roughness2017

    • Author(s)
      Wang Haoqi、Nagayama Tomonori、Zhao Boyu、Su Di
    • Journal Title

      Engineering Structures

      Volume: 153 Pages: 57-70

    • DOI

      10.1016/j.engstruct.2017.10.006

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Bridge natural frequency estimation by extracting the common vibration component from the responses of two vehicles2017

    • Author(s)
      Nagayama T.、Reksowardojo A.P.、Su D.、Mizutani T.
    • Journal Title

      Engineering Structures

      Volume: 150 Pages: 821-829

    • DOI

      10.1016/j.engstruct.2017.07.040

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A numerical study on bridge deflection estimation using multi-channel acceleration measurement2017

    • Author(s)
      Nagayama Tomonori, Zhang Chunbo
    • Journal Title

      構造工学論文集

      Volume: 63 Pages: 209-215

    • NAID

      130007395148

    • Related Report
      2017 Annual Research Report
  • [Presentation] Vehicle weight estimation using wireless accelerometers on a steel-box girder bridge2019

    • Author(s)
      長山智則
    • Organizer
      第20回IABSE Congress
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automatic vehicle passage detection using wireless accelerometers toward Bridge Weigh-In-Motion2019

    • Author(s)
      長山智則
    • Organizer
      ANCRiSST 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Numerical Study on Vehicle Static and Dynamic Load Identification with Lane Detection from Bridge Acceleration and Inclination Data using Particle Filter Method2018

    • Author(s)
      長山智則
    • Organizer
      第 73 回土木学会年次学術講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Tire Force Estimation through Measurement of Vehicle Body Acceleration and Angular Velocity2018

    • Author(s)
      王浩祺
    • Organizer
      第 73 回土木学会年次学術講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Estimation of a continuous girder bridge’s deflection using acceleration and inclination measurement2018

    • Author(s)
      Tomonori Nagayama
    • Organizer
      7th World Conference on Structural Control and Monitoring
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Numerical study on dynamic tire force estimation from measurement of vehicle body responses2018

    • Author(s)
      Haoqi Wang
    • Organizer
      7th World Conference on Structural Control and Monitoring
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Deflection estimation of a steel box girder bridge using multi-channel acceleration measurement2017

    • Author(s)
      Tomonori Nagayama
    • Organizer
      IABSE Symposium
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Bridge Weigh-in-Motion Method by Moving Force Identification Using Augmented Particle Filter from Measured Bridge Acceleration and Inclination Data2017

    • Author(s)
      Haoqi Wang
    • Organizer
      ANCRiSST2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research

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Published: 2017-04-28   Modified: 2021-02-19  

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