Early Structural Damage Assessment by Using an Improved Frequency Evaluation Algorithm

Detalhes bibliográficos
Autor(a) principal: Gillich,Gilbert-Rainer
Data de Publicação: 2015
Outros Autores: Maia,Nuno M. M., Mituletu,Ion-Cornel, Praisach,Zeno-Iosif, Tufoi,Marius, Negru,Ionica
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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spelling 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
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