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Damage Detection on Sudden Stiffness Reduction Based on Discrete Wavelet Transform
The sudden stiffness reduction in a structure may cause the signal discontinuity in the acceleration responses close to the damage location at the damage time instant. To this end, the damage detection on sudden stiffness reduction of building structures has been actively investigated in this study....
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4058814/ https://www.ncbi.nlm.nih.gov/pubmed/24991647 http://dx.doi.org/10.1155/2014/807620 |
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author | Chen, Bo Chen, Zhi-wei Wang, Gan-jun Xie, Wei-ping |
author_facet | Chen, Bo Chen, Zhi-wei Wang, Gan-jun Xie, Wei-ping |
author_sort | Chen, Bo |
collection | PubMed |
description | The sudden stiffness reduction in a structure may cause the signal discontinuity in the acceleration responses close to the damage location at the damage time instant. To this end, the damage detection on sudden stiffness reduction of building structures has been actively investigated in this study. The signal discontinuity of the structural acceleration responses of an example building is extracted based on the discrete wavelet transform. It is proved that the variation of the first level detail coefficients of the wavelet transform at damage instant is linearly proportional to the magnitude of the stiffness reduction. A new damage index is proposed and implemented to detect the damage time instant, location, and severity of a structure due to a sudden change of structural stiffness. Numerical simulation using a five-story shear building under different types of excitation is carried out to assess the effectiveness and reliability of the proposed damage index for the building at different damage levels. The sensitivity of the damage index to the intensity and frequency range of measurement noise is also investigated. The made observations demonstrate that the proposed damage index can accurately identify the sudden damage events if the noise intensity is limited. |
format | Online Article Text |
id | pubmed-4058814 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-40588142014-07-02 Damage Detection on Sudden Stiffness Reduction Based on Discrete Wavelet Transform Chen, Bo Chen, Zhi-wei Wang, Gan-jun Xie, Wei-ping ScientificWorldJournal Research Article The sudden stiffness reduction in a structure may cause the signal discontinuity in the acceleration responses close to the damage location at the damage time instant. To this end, the damage detection on sudden stiffness reduction of building structures has been actively investigated in this study. The signal discontinuity of the structural acceleration responses of an example building is extracted based on the discrete wavelet transform. It is proved that the variation of the first level detail coefficients of the wavelet transform at damage instant is linearly proportional to the magnitude of the stiffness reduction. A new damage index is proposed and implemented to detect the damage time instant, location, and severity of a structure due to a sudden change of structural stiffness. Numerical simulation using a five-story shear building under different types of excitation is carried out to assess the effectiveness and reliability of the proposed damage index for the building at different damage levels. The sensitivity of the damage index to the intensity and frequency range of measurement noise is also investigated. The made observations demonstrate that the proposed damage index can accurately identify the sudden damage events if the noise intensity is limited. Hindawi Publishing Corporation 2014 2014-06-01 /pmc/articles/PMC4058814/ /pubmed/24991647 http://dx.doi.org/10.1155/2014/807620 Text en Copyright © 2014 Bo Chen et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Chen, Bo Chen, Zhi-wei Wang, Gan-jun Xie, Wei-ping Damage Detection on Sudden Stiffness Reduction Based on Discrete Wavelet Transform |
title | Damage Detection on Sudden Stiffness Reduction Based on Discrete Wavelet Transform |
title_full | Damage Detection on Sudden Stiffness Reduction Based on Discrete Wavelet Transform |
title_fullStr | Damage Detection on Sudden Stiffness Reduction Based on Discrete Wavelet Transform |
title_full_unstemmed | Damage Detection on Sudden Stiffness Reduction Based on Discrete Wavelet Transform |
title_short | Damage Detection on Sudden Stiffness Reduction Based on Discrete Wavelet Transform |
title_sort | damage detection on sudden stiffness reduction based on discrete wavelet transform |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4058814/ https://www.ncbi.nlm.nih.gov/pubmed/24991647 http://dx.doi.org/10.1155/2014/807620 |
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