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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....

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Detalles Bibliográficos
Autores principales: Chen, Bo, Chen, Zhi-wei, Wang, Gan-jun, Xie, Wei-ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
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.
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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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