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Study on railway condition monitoring using multiple-model approach

Research Project

Project/Area Number 21560249
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Dynamics/Control
Research InstitutionNihon University

Principal Investigator

TSUNASHIMA Hitoshi  日本大学, 生産工学部, 教授 (30287594)

Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2011: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords鉄道 / 軌道 / 車両 / 状態監視 / 多重モデル / カルマンフィルタ / 故障検知 / カルマンフィルター
Research Abstract

Condition monitoring of railway tracks are essential in ensuring the safety of railways. This study developed the condition monitoring system of track and vehicle suspension from on-board measurement data. The IMM method has been applied for detecting faults in vehicle suspension systems in a simulation study. Simulation results indicate that the algorithm effectively detects on-board faults of railway vehicle suspension systems in realistic situation. Furthermore, the condition monitoring of tracks is evaluated based on long term measurement using on-board prove system.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (30 results)

All 2012 2011 2010 2009

All Journal Article (7 results) (of which Peer Reviewed: 5 results) Presentation (21 results) Book (2 results)

  • [Journal Article] 鉄道における状態監視の現状と課題2012

    • Author(s)
      綱島均
    • Journal Title

      JREA

      Volume: 55巻1号 Pages: 36526-36528

    • NAID

      10030747180

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Journal Article] 多重モデル法を用いた鉄道車両の状態診断2010

    • Author(s)
      森裕貴, 綱島均
    • Journal Title

      日本機械学会論文集C編

      Volume: 第76巻第770号 Pages: 2364-2371

    • URL

      http://ci.nii.ac.jp/naid/110007817347

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Condition Monitoring of Railway Vehicle Suspension Using Multiple Model Approach2010

    • Author(s)
      Hirotaka MORI and Hitoshi TSUNASHIMA
    • Journal Title

      Journal of Mechanical Systems for Transportation and Logistics

      Volume: Vol.3, No.1 Pages: 243-258

    • NAID

      130000253871

    • URL

      http://dx.doi.org/10.1299/jmtl.3.243

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Akira MATSUMOTO and Takeshi MIZUM : Condition Monitoring of Railway Track Using In-service Vehicle2010

    • Author(s)
      Hirotaka MORI, Hitoshi TSUNASHIMA, Takashi KOJIMA
    • Journal Title

      Journal of Mechanical Systems for Transportation and Logistics

      Volume: Vol.3, No.1 Pages: 154-165

    • URL

      http://dx.doi.org/10.1299/jmtl.3.154

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 多重モデル法を用いた鉄道車両の状態診断2010

    • Author(s)
      森裕貴
    • Journal Title

      日本機械学会論文集C編

      Volume: Vol.76, No.770 Pages: 2364-2371

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Condition Monitoring of Railway Vehicle Suspension Using Multiple Model Approach2010

    • Author(s)
      Hirotaka MORI
    • Journal Title

      Journal of Mechanical Systems for Transportation and Logistics Vol.3, No.1

      Pages: 243-258

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 鉄道における状態監視技術の現状と課題2009

    • Author(s)
      綱島均
    • Journal Title

      鉄道車両と技術

      Volume: No.151 Pages: 2-8

    • Related Report
      2011 Final Research Report
  • [Presentation] 状態空間モデルを用いた軌道の状態監視2012

    • Author(s)
      永沼秦州, 小林尊仁, 綱島均
    • Organizer
      日本機械学会関東支部第18期総会講演会
    • Place of Presentation
      日本大学生産工学部(千葉)
    • Year and Date
      2012-03-10
    • Related Report
      2011 Annual Research Report
  • [Presentation] JAPANESE RAILWAY CONDITION MONITORING OF TRACKS USING IN-SERVICE VEHICLE2011

    • Author(s)
      H. Tsunashima, Y. Naganuma, A. Matsumoto, T. Mizuma and H. Mori
    • Organizer
      The 5th IET conference on Railway Condition Monitoring and Non-Destructive Testing
    • Place of Presentation
      UK
    • Year and Date
      2011-11-29
    • Related Report
      2011 Final Research Report
  • [Presentation] JAPANESE RAILWAY CONDITION MONITORING OF TRACKS USING IN-SERVICE VEHICLE2011

    • Author(s)
      H.Tsunashima, Y.Naganuma, A.Matsumoto, T.Mizuma, H.Mori
    • Organizer
      The 5th IET conference on Railway Condition Monitoring and Non-Destructive Testing
    • Place of Presentation
      ダービー(英国)
    • Year and Date
      2011-11-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] プローブ車両による軌道の状態監視2011

    • Author(s)
      原久純, 綱島均, 松本陽, 水間毅, 森裕貴
    • Organizer
      ADVANTY 2011
    • Place of Presentation
      京都
    • Year and Date
      2011-11-19
    • Related Report
      2011 Final Research Report
  • [Presentation] プローブ車両による軌道の状態監視2011

    • Author(s)
      原久純, 綱島均松本陽, 水間毅, 森裕貴
    • Organizer
      ADVANTY 2011
    • Place of Presentation
      同志社大学(京都)
    • Year and Date
      2011-11-19
    • Related Report
      2011 Annual Research Report
  • [Presentation] Condition Monitoring of Railway Vehicle Suspension Using Adaptive Multiple Model Approach2011

    • Author(s)
      HITOSHI TSUNASHIMA and HIROTAKA MORI
    • Organizer
      IAVSD2011
    • Place of Presentation
      UK
    • Year and Date
      2011-08-17
    • Related Report
      2011 Final Research Report
  • [Presentation] プローブ車両による軌道の状態監視2010

    • Author(s)
      原久純
    • Organizer
      第17回鉄道技術連合シンポジウム
    • Place of Presentation
      国立オリンピック記念青少年総合センター(東京都)
    • Year and Date
      2010-12-17
    • Related Report
      2010 Annual Research Report
  • [Presentation] プローブ車両によるメンテナンスの革新2010

    • Author(s)
      綱島均
    • Organizer
      第17回鉄道技術連合シンポジウム
    • Place of Presentation
      国立オリンピック記念青少年総合センター(東京都)(招待講演)
    • Year and Date
      2010-12-16
    • Related Report
      2010 Annual Research Report
  • [Presentation] プローブ車両による軌道の状態監視2010

    • Author(s)
      原久純, 綱島均, 松本陽, 水間毅, 森裕貴
    • Organizer
      第17回鉄道技術連合シンポジウム
    • Place of Presentation
      東京
    • Year and Date
      2010-12-15
    • Related Report
      2011 Final Research Report
  • [Presentation] プローブ車両によるメンテナンスの革新2010

    • Author(s)
      綱島均
    • Organizer
      第17回鉄道技術連合シンポジウム
    • Place of Presentation
      東京
    • Year and Date
      2010-12-15
    • Related Report
      2011 Final Research Report
  • [Presentation] 可搬型プローブ装置の運転状況記録装置への適応2010

    • Author(s)
      森裕貴, 緒方正剛, 水間毅, 綱島均
    • Organizer
      第19回交通.物流部門大会,日本機械学会
    • Place of Presentation
      川崎
    • Year and Date
      2010-12-11
    • Related Report
      2011 Final Research Report
  • [Presentation] 可搬型プローブ装置の運転状況記録装置への適応2010

    • Author(s)
      森裕貴
    • Organizer
      日本機械学会第19回交通.物流部門大会
    • Place of Presentation
      川崎市産業振興会館
    • Year and Date
      2010-12-03
    • Related Report
      2010 Annual Research Report
  • [Presentation] プローブ車両によるレールの状態診断2010

    • Author(s)
      原久純
    • Organizer
      第4回LRT国際ワークショップ
    • Place of Presentation
      沖縄産業振興センター
    • Year and Date
      2010-11-08
    • Related Report
      2010 Annual Research Report
  • [Presentation] Condition Monitoring of Railway Vehicle Suspension Using Adaptive Multiple Model Approach, International Conference on Control2010

    • Author(s)
      HITOSHI TSUNASHIMA and HIROTAKA MORI
    • Organizer
      Automation and Systems 2010(ICCAS2010)
    • Place of Presentation
      Korea
    • Year and Date
      2010-10-27
    • Related Report
      2011 Final Research Report
  • [Presentation] Condition Monitoring of Railway Vehicle Suspension Using Adaptive Multiple Model Approach2010

    • Author(s)
      HITOSHI TSUNASHIMA
    • Organizer
      International Conference on Control, Automation and Systems 2010 (ICCAS2010)
    • Place of Presentation
      ソウル国際会議場(韓国)
    • Year and Date
      2010-10-27
    • Related Report
      2010 Annual Research Report
  • [Presentation] 多重モデル法を用いた鉄道車両の状態診断(マルチボディシミュレーションによる検証)2009

    • Author(s)
      森裕貴, 綱島均
    • Organizer
      第18回交通・物流部門大会(TRANSLOG2009),日本機械学会
    • Place of Presentation
      川崎
    • Year and Date
      2009-12-11
    • Related Report
      2011 Final Research Report
  • [Presentation] 多重モデル法を用いた鉄道車両の状態診断(マルチボディシミュレーションによる検証)2009

    • Author(s)
      森裕貴
    • Organizer
      第18回交通・物流部門大会(TRANSLOG2009)
    • Place of Presentation
      国立オリンピック記念青少年総合センター(東京都)
    • Year and Date
      2009-12-02
    • Related Report
      2009 Annual Research Report
  • [Presentation] DETECTION METHODS OF RAIL CORRUGATION FROM VIBRATION OR NOISE IN PASSENGER CABIN2009

    • Author(s)
      Akira Matsumoto, Hitoshi Tsunashima and Takashi Kojima
    • Organizer
      8th International Conference on Contact Mechanics and Wear of Rail/Wheel Systems(CM2009)
    • Place of Presentation
      Italy
    • Year and Date
      2009-09-15
    • Related Report
      2011 Final Research Report
  • [Presentation] Fault detection of railway vehicle suspension using multiple model approach2009

    • Author(s)
      森裕貴
    • Organizer
      21st International Symposium on Dynamics of Vehicles on Roads and Tracks
    • Place of Presentation
      KTH(スウェーデン)
    • Year and Date
      2009-08-20
    • Related Report
      2009 Annual Research Report
  • [Presentation] Application of multiple-model approach for estimating track quality from on-board measurement2009

    • Author(s)
      森裕貴
    • Organizer
      21st International Symposium on Dynamics of Vehicles on Roads and Tracks
    • Place of Presentation
      KTH(スウェーデン)
    • Year and Date
      2009-08-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] STATE ESTIMATION OF RAILWAY VEHICLES USING MULTIPLE MODEL APPROACH2009

    • Author(s)
      森裕貴
    • Organizer
      International Symposium on Speed-up, Safety and Service Technology for Railway and Maglev Systems 2009(STECH'09)
    • Place of Presentation
      トキメッセ(新潟県)
    • Year and Date
      2009-06-17
    • Related Report
      2009 Annual Research Report
  • [Book] Condition Monitoring of Railway Track Using In-Service Vehicle, Reliability and Safety in Railway2012

    • Author(s)
      Hitoshi Tsunashima, Yasukuni Naganuma, Akira Matsumoto, Takeshi Mizuma and Hirotaka Mori
    • Publisher
      InTech
    • URL

      http://www.intechopen.com/books/reliability-and-safety-in-railway/condition-monitoring-of-railway-track-using-in-service-vehicle

    • Related Report
      2011 Final Research Report
  • [Book] RELIABILITY AND SAFETY IN RAILWAY : ISBN 978-953-51-0451-3 (Chap.12 : Condition Monitoring of Railway Track Using In-Service Vehicle)2012

    • Author(s)
      Hitoshi Tsunashima, Yasukuni Naganuma, Akira Matsumoto, Takeshi Mizuma, Hirotaka Mori
    • Total Pages
      23
    • Publisher
      InTech出版
    • Related Report
      2011 Annual Research Report

URL: 

Published: 2009-04-01   Modified: 2016-04-21  

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