Development of bridge diagnosis system by using sensor network and independent component analysis

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

doi:10.1109/CCA.2007.4389356

Development of bridge diagnosis system by using sensor network and independent component analysis

Harutoshi Ogai^*, Jong In Cheon, Ming Yuan Hsieh, Hiroshi Inujima, Noriyoshi Yamauchi

^*Corresponding author for this work

Graduate School of Information, Production and Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (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 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.

Original language	English
Title of host publication	16th IEEE International Conference on Control Applications, CCA 2007. Part of IEEE Multi-conference on Systems and Control
Pages	952-957
Number of pages	6
DOIs	https://doi.org/10.1109/CCA.2007.4389356
Publication status	Published - 2007 Dec 1
Event	16th IEEE International Conference on Control Applications, CCA 2007. Part of IEEE Multi-conference on Systems and Control - , Singapore Duration: 2007 Oct 1 → 2007 Oct 3

Publication series

Name	Proceedings of the IEEE International Conference on Control Applications

Conference

Conference	16th IEEE International Conference on Control Applications, CCA 2007. Part of IEEE Multi-conference on Systems and Control
Country/Territory	Singapore
Period	07/10/1 → 07/10/3

ASJC Scopus subject areas

Engineering(all)

Access to Document

10.1109/CCA.2007.4389356

Cite this

Ogai, H., Cheon, J. I., Hsieh, M. Y., Inujima, H., & Yamauchi, N. (2007). Development of bridge diagnosis system by using sensor network and independent component analysis. In 16th IEEE International Conference on Control Applications, CCA 2007. Part of IEEE Multi-conference on Systems and Control (pp. 952-957). [4389356] (Proceedings of the IEEE International Conference on Control Applications). https://doi.org/10.1109/CCA.2007.4389356

Development of bridge diagnosis system by using sensor network and independent component analysis. / Ogai, Harutoshi; Cheon, Jong In; Hsieh, Ming Yuan et al.

16th IEEE International Conference on Control Applications, CCA 2007. Part of IEEE Multi-conference on Systems and Control. 2007. p. 952-957 4389356 (Proceedings of the IEEE International Conference on Control Applications).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ogai, H, Cheon, JI, Hsieh, MY, Inujima, H & Yamauchi, N 2007, Development of bridge diagnosis system by using sensor network and independent component analysis. in 16th IEEE International Conference on Control Applications, CCA 2007. Part of IEEE Multi-conference on Systems and Control., 4389356, Proceedings of the IEEE International Conference on Control Applications, pp. 952-957, 16th IEEE International Conference on Control Applications, CCA 2007. Part of IEEE Multi-conference on Systems and Control, Singapore, 07/10/1. https://doi.org/10.1109/CCA.2007.4389356

Ogai H, Cheon JI, Hsieh MY, Inujima H, Yamauchi N. Development of bridge diagnosis system by using sensor network and independent component analysis. In 16th IEEE International Conference on Control Applications, CCA 2007. Part of IEEE Multi-conference on Systems and Control. 2007. p. 952-957. 4389356. (Proceedings of the IEEE International Conference on Control Applications). doi: 10.1109/CCA.2007.4389356

Ogai, Harutoshi ; Cheon, Jong In ; Hsieh, Ming Yuan et al. / Development of bridge diagnosis system by using sensor network and independent component analysis. 16th IEEE International Conference on Control Applications, CCA 2007. Part of IEEE Multi-conference on Systems and Control. 2007. pp. 952-957 (Proceedings of the IEEE International Conference on Control Applications).

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title = "Development of bridge diagnosis system by using sensor network and 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 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.",

author = "Harutoshi Ogai and Cheon, {Jong In} and Hsieh, {Ming Yuan} and Hiroshi Inujima and Noriyoshi Yamauchi",

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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 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.

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Development of bridge diagnosis system by using sensor network and independent component analysis

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