Damage Detection Based on Electromechanical Impedance Principle and Principal Components

Detalhes bibliográficos
Autor(a) principal: de Oliveira, Mario Anderson [UNESP]
Data de Publicação: 2014
Outros Autores: Vieira Filho, Jozué [UNESP], Lopes Jr., Vicente [UNESP], Inman, Daniel J.
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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spelling 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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