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
Link To Document :
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