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Entropy-Based Structural Health Monitoring System for Damage Detection in Multi-Bay Three-Dimensional Structures
In this paper, a structural health monitoring (SHM) system based on multi-scale cross-sample entropy (MSCE) is proposed for detecting damage locations in multi-bay three-dimensional structures. The location of damage is evaluated for each bay through MSCE analysis by examining the degree of dissimil...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512261/ https://www.ncbi.nlm.nih.gov/pubmed/33265133 http://dx.doi.org/10.3390/e20010049 |
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author | Lin, Tzu-Kang Laínez, Ana Gabriela |
author_facet | Lin, Tzu-Kang Laínez, Ana Gabriela |
author_sort | Lin, Tzu-Kang |
collection | PubMed |
description | In this paper, a structural health monitoring (SHM) system based on multi-scale cross-sample entropy (MSCE) is proposed for detecting damage locations in multi-bay three-dimensional structures. The location of damage is evaluated for each bay through MSCE analysis by examining the degree of dissimilarity between the response signals of vertically-adjacent floors. Subsequently, the results are quantified using the damage index (DI). The performance of the proposed SHM system was determined in this study by performing a finite element analysis of a multi-bay seven-story structure. The derived results revealed that the SHM system successfully detected the damaged floors and their respective directions for several cases. The proposed system provides a preliminary assessment of which bay has been more severely affected. Thus, the effectiveness and high potential of the SHM system for locating damage in large and complex structures rapidly and at low cost are demonstrated. |
format | Online Article Text |
id | pubmed-7512261 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75122612020-11-09 Entropy-Based Structural Health Monitoring System for Damage Detection in Multi-Bay Three-Dimensional Structures Lin, Tzu-Kang Laínez, Ana Gabriela Entropy (Basel) Article In this paper, a structural health monitoring (SHM) system based on multi-scale cross-sample entropy (MSCE) is proposed for detecting damage locations in multi-bay three-dimensional structures. The location of damage is evaluated for each bay through MSCE analysis by examining the degree of dissimilarity between the response signals of vertically-adjacent floors. Subsequently, the results are quantified using the damage index (DI). The performance of the proposed SHM system was determined in this study by performing a finite element analysis of a multi-bay seven-story structure. The derived results revealed that the SHM system successfully detected the damaged floors and their respective directions for several cases. The proposed system provides a preliminary assessment of which bay has been more severely affected. Thus, the effectiveness and high potential of the SHM system for locating damage in large and complex structures rapidly and at low cost are demonstrated. MDPI 2018-01-11 /pmc/articles/PMC7512261/ /pubmed/33265133 http://dx.doi.org/10.3390/e20010049 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Lin, Tzu-Kang Laínez, Ana Gabriela Entropy-Based Structural Health Monitoring System for Damage Detection in Multi-Bay Three-Dimensional Structures |
title | Entropy-Based Structural Health Monitoring System for Damage Detection in Multi-Bay Three-Dimensional Structures |
title_full | Entropy-Based Structural Health Monitoring System for Damage Detection in Multi-Bay Three-Dimensional Structures |
title_fullStr | Entropy-Based Structural Health Monitoring System for Damage Detection in Multi-Bay Three-Dimensional Structures |
title_full_unstemmed | Entropy-Based Structural Health Monitoring System for Damage Detection in Multi-Bay Three-Dimensional Structures |
title_short | Entropy-Based Structural Health Monitoring System for Damage Detection in Multi-Bay Three-Dimensional Structures |
title_sort | entropy-based structural health monitoring system for damage detection in multi-bay three-dimensional structures |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512261/ https://www.ncbi.nlm.nih.gov/pubmed/33265133 http://dx.doi.org/10.3390/e20010049 |
work_keys_str_mv | AT lintzukang entropybasedstructuralhealthmonitoringsystemfordamagedetectioninmultibaythreedimensionalstructures AT lainezanagabriela entropybasedstructuralhealthmonitoringsystemfordamagedetectioninmultibaythreedimensionalstructures |