Damage Detection Based on Electromechanical Impedance Principle and Principal Components
Autor(a) principal: | |
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Data de Publicação: | 2014 |
Outros Autores: | , , |
Tipo de documento: | Artigo de conferência |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1007/978-1-4614-6585-0_28 http://hdl.handle.net/11449/76925 |
Resumo: | This paper presents a novel time domain approach for Structural Health Monitoring (SHM) systems based on Electromechanical Impedance (EMI) principle and Principal Component Coefficients (PCC), also known as loadings. Differently of typical applications of EMI applied to SHM, which are based on computing the Frequency Response Function (FRF), in this work the procedure is based on the EMI principle but all analysis is conducted directly in time-domain. For this, the PCC are computed from the time response of PZT (Lead Zirconate Titanate) transducers bonded to the monitored structure, which act as actuator and sensor at the same time. The procedure is carried out exciting the PZT transducers using a wide band chirp signal and getting their time responses. The PCC are obtained in both healthy and damaged conditions and used to compute statistics indexes. Tests were carried out on an aircraft aluminum plate and the results have demonstrated the effectiveness of the proposed method making it an excellent approach for SHM applications. Finally, the results using EMI signals in both frequency and time responses are obtained and compared. © The Society for Experimental Mechanics 2014. |
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Damage Detection Based on Electromechanical Impedance Principle and Principal ComponentsDamage detectionElectromechanical impedancePrincipal component coefficientsSHMTime-domain analysisFrequency response functionsLead zirconate titanatePrincipal ComponentsStructural health monitoring (SHM)Time-domain approachTypical applicationFrequency responseModal analysisPrincipal component analysisSemiconducting lead compoundsStructural dynamicsStructural health monitoringTransducersTime domain analysisThis paper presents a novel time domain approach for Structural Health Monitoring (SHM) systems based on Electromechanical Impedance (EMI) principle and Principal Component Coefficients (PCC), also known as loadings. Differently of typical applications of EMI applied to SHM, which are based on computing the Frequency Response Function (FRF), in this work the procedure is based on the EMI principle but all analysis is conducted directly in time-domain. For this, the PCC are computed from the time response of PZT (Lead Zirconate Titanate) transducers bonded to the monitored structure, which act as actuator and sensor at the same time. The procedure is carried out exciting the PZT transducers using a wide band chirp signal and getting their time responses. The PCC are obtained in both healthy and damaged conditions and used to compute statistics indexes. Tests were carried out on an aircraft aluminum plate and the results have demonstrated the effectiveness of the proposed method making it an excellent approach for SHM applications. Finally, the results using EMI signals in both frequency and time responses are obtained and compared. © The Society for Experimental Mechanics 2014.Department of Electrical and Electronic Federal Institute of Education, Science and Technology of Mato Grosso, Campus Cuiabá, Cuiabá, Mato GrossoDepartment of Electrical Engineering Universidade Estadual Paulista, Ilha Solteira, São PauloDepartment of Mechanical Engineering Universidade Estadual Paulista, Ilha Solteira, São PauloDepartment of Aerospace Engineering University of Michigan, Ann Arbor, MIDepartment of Electrical Engineering Universidade Estadual Paulista, Ilha Solteira, São PauloDepartment of Mechanical Engineering Universidade Estadual Paulista, Ilha Solteira, São PauloFederal Institute of Education, Science and Technology of Mato GrossoUniversidade Estadual Paulista (Unesp)University of Michigande Oliveira, Mario Anderson [UNESP]Vieira Filho, Jozué [UNESP]Lopes Jr., Vicente [UNESP]Inman, Daniel J.2014-05-27T11:30:53Z2014-05-27T11:30:53Z2014-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject307-315http://dx.doi.org/10.1007/978-1-4614-6585-0_28Conference Proceedings of the Society for Experimental Mechanics Series, v. 45, n. 7, p. 307-315, 2014.2191-56442191-5652http://hdl.handle.net/11449/7692510.1007/978-1-4614-6585-0_282-s2.0-848829554340534385574959094Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengConference Proceedings of the Society for Experimental Mechanics Series0,232info:eu-repo/semantics/openAccess2024-07-04T20:06:42Zoai:repositorio.unesp.br:11449/76925Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:55:05.112978Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Damage Detection Based on Electromechanical Impedance Principle and Principal Components |
title |
Damage Detection Based on Electromechanical Impedance Principle and Principal Components |
spellingShingle |
Damage Detection Based on Electromechanical Impedance Principle and Principal Components de Oliveira, Mario Anderson [UNESP] Damage detection Electromechanical impedance Principal component coefficients SHM Time-domain analysis Frequency response functions Lead zirconate titanate Principal Components Structural health monitoring (SHM) Time-domain approach Typical application Frequency response Modal analysis Principal component analysis Semiconducting lead compounds Structural dynamics Structural health monitoring Transducers Time domain analysis |
title_short |
Damage Detection Based on Electromechanical Impedance Principle and Principal Components |
title_full |
Damage Detection Based on Electromechanical Impedance Principle and Principal Components |
title_fullStr |
Damage Detection Based on Electromechanical Impedance Principle and Principal Components |
title_full_unstemmed |
Damage Detection Based on Electromechanical Impedance Principle and Principal Components |
title_sort |
Damage Detection Based on Electromechanical Impedance Principle and Principal Components |
author |
de Oliveira, Mario Anderson [UNESP] |
author_facet |
de Oliveira, Mario Anderson [UNESP] Vieira Filho, Jozué [UNESP] Lopes Jr., Vicente [UNESP] Inman, Daniel J. |
author_role |
author |
author2 |
Vieira Filho, Jozué [UNESP] Lopes Jr., Vicente [UNESP] Inman, Daniel J. |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
Federal Institute of Education, Science and Technology of Mato Grosso Universidade Estadual Paulista (Unesp) University of Michigan |
dc.contributor.author.fl_str_mv |
de Oliveira, Mario Anderson [UNESP] Vieira Filho, Jozué [UNESP] Lopes Jr., Vicente [UNESP] Inman, Daniel J. |
dc.subject.por.fl_str_mv |
Damage detection Electromechanical impedance Principal component coefficients SHM Time-domain analysis Frequency response functions Lead zirconate titanate Principal Components Structural health monitoring (SHM) Time-domain approach Typical application Frequency response Modal analysis Principal component analysis Semiconducting lead compounds Structural dynamics Structural health monitoring Transducers Time domain analysis |
topic |
Damage detection Electromechanical impedance Principal component coefficients SHM Time-domain analysis Frequency response functions Lead zirconate titanate Principal Components Structural health monitoring (SHM) Time-domain approach Typical application Frequency response Modal analysis Principal component analysis Semiconducting lead compounds Structural dynamics Structural health monitoring Transducers Time domain analysis |
description |
This paper presents a novel time domain approach for Structural Health Monitoring (SHM) systems based on Electromechanical Impedance (EMI) principle and Principal Component Coefficients (PCC), also known as loadings. Differently of typical applications of EMI applied to SHM, which are based on computing the Frequency Response Function (FRF), in this work the procedure is based on the EMI principle but all analysis is conducted directly in time-domain. For this, the PCC are computed from the time response of PZT (Lead Zirconate Titanate) transducers bonded to the monitored structure, which act as actuator and sensor at the same time. The procedure is carried out exciting the PZT transducers using a wide band chirp signal and getting their time responses. The PCC are obtained in both healthy and damaged conditions and used to compute statistics indexes. Tests were carried out on an aircraft aluminum plate and the results have demonstrated the effectiveness of the proposed method making it an excellent approach for SHM applications. Finally, the results using EMI signals in both frequency and time responses are obtained and compared. © The Society for Experimental Mechanics 2014. |
publishDate |
2014 |
dc.date.none.fl_str_mv |
2014-05-27T11:30:53Z 2014-05-27T11:30:53Z 2014-01-01 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/conferenceObject |
format |
conferenceObject |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1007/978-1-4614-6585-0_28 Conference Proceedings of the Society for Experimental Mechanics Series, v. 45, n. 7, p. 307-315, 2014. 2191-5644 2191-5652 http://hdl.handle.net/11449/76925 10.1007/978-1-4614-6585-0_28 2-s2.0-84882955434 0534385574959094 |
url |
http://dx.doi.org/10.1007/978-1-4614-6585-0_28 http://hdl.handle.net/11449/76925 |
identifier_str_mv |
Conference Proceedings of the Society for Experimental Mechanics Series, v. 45, n. 7, p. 307-315, 2014. 2191-5644 2191-5652 10.1007/978-1-4614-6585-0_28 2-s2.0-84882955434 0534385574959094 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Conference Proceedings of the Society for Experimental Mechanics Series 0,232 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
307-315 |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
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1808129263322267648 |