Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1785097917020766208 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10461822 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zhaojianwei awaveletbaseddatacouplingmethodforspatialdamagedetectioninbeamtypestructures AT zhouzhuo awaveletbaseddatacouplingmethodforspatialdamagedetectioninbeamtypestructures AT guandeqing awaveletbaseddatacouplingmethodforspatialdamagedetectioninbeamtypestructures AT guojia awaveletbaseddatacouplingmethodforspatialdamagedetectioninbeamtypestructures AT zhaojianwei waveletbaseddatacouplingmethodforspatialdamagedetectioninbeamtypestructures AT zhouzhuo waveletbaseddatacouplingmethodforspatialdamagedetectioninbeamtypestructures AT guandeqing waveletbaseddatacouplingmethodforspatialdamagedetectioninbeamtypestructures AT guojia waveletbaseddatacouplingmethodforspatialdamagedetectioninbeamtypestructures |