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A wavelet based data coupling method for spatial damage detection in beam-type structures

Spatial damage identification is of great significance in mechanical, aerospace, and civil engineering. In this study, a data coupling method based on continuous wavelet transform (CWT) is proposed to identify the spatial damage location of beam-type structures. The singularity of the wavelet coeffi...

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Detalles Bibliográficos
Autores principales: Zhao, Jianwei, Zhou, Zhuo, Guan, Deqing, Guo, Jia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10461822/
https://www.ncbi.nlm.nih.gov/pubmed/37639433
http://dx.doi.org/10.1371/journal.pone.0290265
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author Zhao, Jianwei
Zhou, Zhuo
Guan, Deqing
Guo, Jia
author_facet Zhao, Jianwei
Zhou, Zhuo
Guan, Deqing
Guo, Jia
author_sort Zhao, Jianwei
collection PubMed
description Spatial damage identification is of great significance in mechanical, aerospace, and civil engineering. In this study, a data coupling method based on continuous wavelet transform (CWT) is proposed to identify the spatial damage location of beam-type structures. The singularity of the wavelet coefficient can be used to identify the signal singularity, and data coupling method calculates the spatial location of the damage. Numerical simulations and experimental analyses of different type of beams with transfixion damage are carried out to evaluate the accuracy of the method. The results show that the wavelet based data coupling method (W-DCM) can identify the minimum 4.9% damage severity of fixed beam and continuous beam, and can also identify the damage of non-free end of cantilever beam. However, the 9.7% damage severity of the free end of the cantilever beam cannot be identified. It is also found that the W-DCM can effectively circumvent the problem of wavelet coefficients edge effect. This method and wavelet singularity are used to provide a solution to the problem of structural edge damage identification.
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spelling pubmed-104618222023-08-29 A wavelet based data coupling method for spatial damage detection in beam-type structures Zhao, Jianwei Zhou, Zhuo Guan, Deqing Guo, Jia PLoS One Research Article Spatial damage identification is of great significance in mechanical, aerospace, and civil engineering. In this study, a data coupling method based on continuous wavelet transform (CWT) is proposed to identify the spatial damage location of beam-type structures. The singularity of the wavelet coefficient can be used to identify the signal singularity, and data coupling method calculates the spatial location of the damage. Numerical simulations and experimental analyses of different type of beams with transfixion damage are carried out to evaluate the accuracy of the method. The results show that the wavelet based data coupling method (W-DCM) can identify the minimum 4.9% damage severity of fixed beam and continuous beam, and can also identify the damage of non-free end of cantilever beam. However, the 9.7% damage severity of the free end of the cantilever beam cannot be identified. It is also found that the W-DCM can effectively circumvent the problem of wavelet coefficients edge effect. This method and wavelet singularity are used to provide a solution to the problem of structural edge damage identification. Public Library of Science 2023-08-28 /pmc/articles/PMC10461822/ /pubmed/37639433 http://dx.doi.org/10.1371/journal.pone.0290265 Text en © 2023 Zhao et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Zhao, Jianwei
Zhou, Zhuo
Guan, Deqing
Guo, Jia
A wavelet based data coupling method for spatial damage detection in beam-type structures
title A wavelet based data coupling method for spatial damage detection in beam-type structures
title_full A wavelet based data coupling method for spatial damage detection in beam-type structures
title_fullStr A wavelet based data coupling method for spatial damage detection in beam-type structures
title_full_unstemmed A wavelet based data coupling method for spatial damage detection in beam-type structures
title_short A wavelet based data coupling method for spatial damage detection in beam-type structures
title_sort wavelet based data coupling method for spatial damage detection in beam-type structures
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10461822/
https://www.ncbi.nlm.nih.gov/pubmed/37639433
http://dx.doi.org/10.1371/journal.pone.0290265
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