Development of bridge diagnosis technology by independent component analysis

Jong In Cheon, Ming Yuan Hsieh, Yi Chun Yeh, Harutoshi Ogai, Hiroshi Inujima

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

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 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 heavy weight impact, wind pressure, and running vehicle. The character frequency was extracted from the analysis result using ICA and Spectral Analysis. When the vibration behavior caused by external force is very small in the bridge, ICA can detect the vibration response from the analysis result. Therefore, it is proved that the potential of detection was high by ICA.

Original languageEnglish
Title of host publication2006 SICE-ICASE International Joint Conference
Pages4692-4697
Number of pages6
DOIs
Publication statusPublished - 2006
Event2006 SICE-ICASE International Joint Conference - Busan
Duration: 2006 Oct 182006 Oct 21

Other

Other2006 SICE-ICASE International Joint Conference
CityBusan
Period06/10/1806/10/21

Fingerprint

Independent component analysis
Spectrum analysis
Health
Monitoring

Keywords

  • Bridge diagnosis technology
  • Finite Element Method (FEM)
  • Independent Component Analysis (ICA)

ASJC Scopus subject areas

  • Computer Science Applications
  • Control and Systems Engineering
  • Electrical and Electronic Engineering

Cite this

Cheon, J. I., Hsieh, M. Y., Yeh, Y. C., Ogai, H., & Inujima, H. (2006). Development of bridge diagnosis technology by independent component analysis. In 2006 SICE-ICASE International Joint Conference (pp. 4692-4697). [4108508] https://doi.org/10.1109/SICE.2006.314731

Development of bridge diagnosis technology by independent component analysis. / Cheon, Jong In; Hsieh, Ming Yuan; Yeh, Yi Chun; Ogai, Harutoshi; Inujima, Hiroshi.

2006 SICE-ICASE International Joint Conference. 2006. p. 4692-4697 4108508.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cheon, JI, Hsieh, MY, Yeh, YC, Ogai, H & Inujima, H 2006, Development of bridge diagnosis technology by independent component analysis. in 2006 SICE-ICASE International Joint Conference., 4108508, pp. 4692-4697, 2006 SICE-ICASE International Joint Conference, Busan, 06/10/18. https://doi.org/10.1109/SICE.2006.314731
Cheon JI, Hsieh MY, Yeh YC, Ogai H, Inujima H. Development of bridge diagnosis technology by independent component analysis. In 2006 SICE-ICASE International Joint Conference. 2006. p. 4692-4697. 4108508 https://doi.org/10.1109/SICE.2006.314731
Cheon, Jong In ; Hsieh, Ming Yuan ; Yeh, Yi Chun ; Ogai, Harutoshi ; Inujima, Hiroshi. / Development of bridge diagnosis technology by independent component analysis. 2006 SICE-ICASE International Joint Conference. 2006. pp. 4692-4697
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