• DocumentCode
    2222887
  • Title

    Development of Bridge Diagnosis System by Using Sensor Network and Independent Component Analysis

  • Author

    Ogai, Harutoshi ; Cheon, Jong-In ; Hsieh, Ming-Yuan ; Inujima, Hiroshi ; Yamauchi, Noriyoshi

  • Author_Institution
    Waseda Univ., Fukuoka
  • fYear
    2007
  • fDate
    1-3 Oct. 2007
  • Firstpage
    952
  • Lastpage
    957
  • Abstract
    This paper focuses on maintaining a bridge´s safety by developing a daily management system. And the purpose of this study is the development of the health monitoring system. It supports the maintenance by using sensor network and Independent Component Analysis (ICA) when there are some troubles in a bridge. The result of this study brings out the vibration behavior of the overall structure in a bridge. This vibration is caused by the external force such as wind pressure, and running vehicle. The character frequency was extracted from the analysis result using ICA and Spectral Analysis. Even if the vibration behavior caused by external force is very small in the bridge, ICA can detect the vibration response from the bridge. The actual sensor network system has been developed and the performance is demonstrated.
  • Keywords
    bridges (structures); fault diagnosis; independent component analysis; safety; sensor fusion; vibration measurement; bridge diagnosis system; bridge monitoring system; bridge safety maintainance; daily management system; independent component analysis; sensor network system; spectral analysis; vibration behavior; Bridges; Concrete; Control systems; Force sensors; Independent component analysis; Sensor systems; Signal processing; Testing; Vehicles; Vibration measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Applications, 2007. CCA 2007. IEEE International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-0442-1
  • Electronic_ISBN
    978-1-4244-0443-8
  • Type

    conf

  • DOI
    10.1109/CCA.2007.4389356
  • Filename
    4389356