Development of bridge diagnosis technology by independent component analysis

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

doi:10.1109/SICE.2006.314731

Development of bridge diagnosis technology by independent component analysis

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

^*Corresponding author for this work

Graduate School of Information, Production and Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 language	English
Title of host publication	2006 SICE-ICASE International Joint Conference
Pages	4692-4697
Number of pages	6
DOIs	https://doi.org/10.1109/SICE.2006.314731
Publication status	Published - 2006 Dec 1
Event	2006 SICE-ICASE International Joint Conference - Busan, Korea, Republic of Duration: 2006 Oct 18 → 2006 Oct 21

Publication series

Name	2006 SICE-ICASE International Joint Conference

Conference

Conference	2006 SICE-ICASE International Joint Conference
Country/Territory	Korea, Republic of
City	Busan
Period	06/10/18 → 06/10/21

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

Access to Document

10.1109/SICE.2006.314731

Cite this

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, 2006 SICE-ICASE International Joint Conference, pp. 4692-4697, 2006 SICE-ICASE International Joint Conference, Busan, Korea, Republic of, 06/10/18. https://doi.org/10.1109/SICE.2006.314731

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title = "Development of bridge diagnosis technology by independent component analysis",

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.",

keywords = "Bridge diagnosis technology, Finite Element Method (FEM), Independent Component Analysis (ICA)",

author = "Cheon, {Jong In} and Hsieh, {Ming Yuan} and Yeh, {Yi Chun} and Harutoshi Ogai and Hiroshi Inujima",

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doi = "10.1109/SICE.2006.314731",

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AU - Cheon, Jong In

AU - Hsieh, Ming Yuan

AU - Yeh, Yi Chun

AU - Ogai, Harutoshi

AU - Inujima, Hiroshi

PY - 2006/12/1

Y1 - 2006/12/1

N2 - 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.

AB - 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.

KW - Bridge diagnosis technology

KW - Finite Element Method (FEM)

KW - Independent Component Analysis (ICA)

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BT - 2006 SICE-ICASE International Joint Conference

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Y2 - 18 October 2006 through 21 October 2006

ER -

Development of bridge diagnosis technology by independent component analysis

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

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