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
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