Early Structural Damage Assessment by Using an Improved Frequency Evaluation Algorithm
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Latin American journal of solids and structures (Online) |
Texto Completo: | http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1679-78252015001202311 |
Resumo: | Abstract This paper introduces a method to identify damages in beam-like structures by analyzing the natural frequency changes of the first six transversal vibration modes. A correlation between the damage location and frequency change is established for each mode separately, by considering the modal strain energy stored in that location. The mathematical relation describing this correlation is used to characterize the dynamic behavior of a beam with a damage of known position and to derive its Damage Location Indicator (DLI) as a six-term vector. The method consists in comparing the vectors describing the damage at any possible location along the beam with the Damage Signature (DS), which is achieved from the measurements that compare the beam's frequencies in healthy and damaged state. A modified Kullback-Leibler Divergence is used to assess the damage location. In order to permit early damage assessment, an improved frequency evaluation algorithm was developed. It is based on signal truncation and consequent spectral lines rearrangement, in order to accurately find the strongest spectral components. The effectiveness of the proposed method is demonstrated by simulations and experiments. |
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Latin American journal of solids and structures (Online) |
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Early Structural Damage Assessment by Using an Improved Frequency Evaluation AlgorithmDamage detectionFrequency shiftModal analysisKullback-Leibler DivergenceFrequency evaluationMulti-resolutionAbstract This paper introduces a method to identify damages in beam-like structures by analyzing the natural frequency changes of the first six transversal vibration modes. A correlation between the damage location and frequency change is established for each mode separately, by considering the modal strain energy stored in that location. The mathematical relation describing this correlation is used to characterize the dynamic behavior of a beam with a damage of known position and to derive its Damage Location Indicator (DLI) as a six-term vector. The method consists in comparing the vectors describing the damage at any possible location along the beam with the Damage Signature (DS), which is achieved from the measurements that compare the beam's frequencies in healthy and damaged state. A modified Kullback-Leibler Divergence is used to assess the damage location. In order to permit early damage assessment, an improved frequency evaluation algorithm was developed. It is based on signal truncation and consequent spectral lines rearrangement, in order to accurately find the strongest spectral components. The effectiveness of the proposed method is demonstrated by simulations and experiments.Associação Brasileira de Ciências Mecânicas2015-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1679-78252015001202311Latin American Journal of Solids and Structures v.12 n.12 2015reponame:Latin American journal of solids and structures (Online)instname:Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM)instacron:ABCM10.1590/1679-78251795info:eu-repo/semantics/openAccessGillich,Gilbert-RainerMaia,Nuno M. M.Mituletu,Ion-CornelPraisach,Zeno-IosifTufoi,MariusNegru,Ionicaeng2015-12-03T00:00:00Zoai:scielo:S1679-78252015001202311Revistahttp://www.scielo.br/scielo.php?script=sci_serial&pid=1679-7825&lng=pt&nrm=isohttps://old.scielo.br/oai/scielo-oai.phpabcm@abcm.org.br||maralves@usp.br1679-78251679-7817opendoar:2015-12-03T00:00Latin American journal of solids and structures (Online) - Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM)false |
dc.title.none.fl_str_mv |
Early Structural Damage Assessment by Using an Improved Frequency Evaluation Algorithm |
title |
Early Structural Damage Assessment by Using an Improved Frequency Evaluation Algorithm |
spellingShingle |
Early Structural Damage Assessment by Using an Improved Frequency Evaluation Algorithm Gillich,Gilbert-Rainer Damage detection Frequency shift Modal analysis Kullback-Leibler Divergence Frequency evaluation Multi-resolution |
title_short |
Early Structural Damage Assessment by Using an Improved Frequency Evaluation Algorithm |
title_full |
Early Structural Damage Assessment by Using an Improved Frequency Evaluation Algorithm |
title_fullStr |
Early Structural Damage Assessment by Using an Improved Frequency Evaluation Algorithm |
title_full_unstemmed |
Early Structural Damage Assessment by Using an Improved Frequency Evaluation Algorithm |
title_sort |
Early Structural Damage Assessment by Using an Improved Frequency Evaluation Algorithm |
author |
Gillich,Gilbert-Rainer |
author_facet |
Gillich,Gilbert-Rainer Maia,Nuno M. M. Mituletu,Ion-Cornel Praisach,Zeno-Iosif Tufoi,Marius Negru,Ionica |
author_role |
author |
author2 |
Maia,Nuno M. M. Mituletu,Ion-Cornel Praisach,Zeno-Iosif Tufoi,Marius Negru,Ionica |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
Gillich,Gilbert-Rainer Maia,Nuno M. M. Mituletu,Ion-Cornel Praisach,Zeno-Iosif Tufoi,Marius Negru,Ionica |
dc.subject.por.fl_str_mv |
Damage detection Frequency shift Modal analysis Kullback-Leibler Divergence Frequency evaluation Multi-resolution |
topic |
Damage detection Frequency shift Modal analysis Kullback-Leibler Divergence Frequency evaluation Multi-resolution |
description |
Abstract This paper introduces a method to identify damages in beam-like structures by analyzing the natural frequency changes of the first six transversal vibration modes. A correlation between the damage location and frequency change is established for each mode separately, by considering the modal strain energy stored in that location. The mathematical relation describing this correlation is used to characterize the dynamic behavior of a beam with a damage of known position and to derive its Damage Location Indicator (DLI) as a six-term vector. The method consists in comparing the vectors describing the damage at any possible location along the beam with the Damage Signature (DS), which is achieved from the measurements that compare the beam's frequencies in healthy and damaged state. A modified Kullback-Leibler Divergence is used to assess the damage location. In order to permit early damage assessment, an improved frequency evaluation algorithm was developed. It is based on signal truncation and consequent spectral lines rearrangement, in order to accurately find the strongest spectral components. The effectiveness of the proposed method is demonstrated by simulations and experiments. |
publishDate |
2015 |
dc.date.none.fl_str_mv |
2015-12-01 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1679-78252015001202311 |
url |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1679-78252015001202311 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
10.1590/1679-78251795 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html |
dc.publisher.none.fl_str_mv |
Associação Brasileira de Ciências Mecânicas |
publisher.none.fl_str_mv |
Associação Brasileira de Ciências Mecânicas |
dc.source.none.fl_str_mv |
Latin American Journal of Solids and Structures v.12 n.12 2015 reponame:Latin American journal of solids and structures (Online) instname:Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM) instacron:ABCM |
instname_str |
Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM) |
instacron_str |
ABCM |
institution |
ABCM |
reponame_str |
Latin American journal of solids and structures (Online) |
collection |
Latin American journal of solids and structures (Online) |
repository.name.fl_str_mv |
Latin American journal of solids and structures (Online) - Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM) |
repository.mail.fl_str_mv |
abcm@abcm.org.br||maralves@usp.br |
_version_ |
1754302888108097536 |