False alarms in damage detection approaches
Autor(a) principal: | |
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Data de Publicação: | 2008 |
Outros Autores: | , , , |
Tipo de documento: | Artigo de conferência |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | https://www.sem.org/Proceedings/ConferencePapers-Paper.cfm?ConfPapersPaperID=20025 http://hdl.handle.net/11449/70841 |
Resumo: | Structural Health Monitoring (SHM) denotes a system with the ability to detect and interpret adverse changes in structures in order to improve reliability and reduce life-cycle costs. The greatest challenge for designing a SHM system is knowing what changes to look for and how to classify them. Different approaches for SHM have been proposed for damage identification, each one with advantages and drawbacks. This paper presents a methodology for improvement in vibration signal analysis using statistics information involving the probability density. Generally, the presence of noises in input and output signals results in false alarms, then, it is important that the methodology can minimize this problem. In this paper, the proposed approach is experimentally tested in a flexible plate using a piezoelectric (PZT) actuator to provide the disturbance. |
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spelling |
False alarms in damage detection approachesDamage detectionFalse alarmsProbability densityPZT actuatorTime seriesDamage IdentificationDetection approachFlexible platesInput and outputsLifecycle costsProbability densitiesPZTVibration signal analysisActuatorsAlarm systemsErrorsExhibitionsStructural dynamicsStructural Health Monitoring (SHM) denotes a system with the ability to detect and interpret adverse changes in structures in order to improve reliability and reduce life-cycle costs. The greatest challenge for designing a SHM system is knowing what changes to look for and how to classify them. Different approaches for SHM have been proposed for damage identification, each one with advantages and drawbacks. This paper presents a methodology for improvement in vibration signal analysis using statistics information involving the probability density. Generally, the presence of noises in input and output signals results in false alarms, then, it is important that the methodology can minimize this problem. In this paper, the proposed approach is experimentally tested in a flexible plate using a piezoelectric (PZT) actuator to provide the disturbance.GMSINT - Grupo de Materiais e Sistemas Inteligentes Department of Mechanical Engineering Faculdade de Engenharia de Ilha Solteira - UNESP, Av. Brasil 56, Ilha Solteira, SP, 15385000Department of Mechanical Design Faculty of Mechanical Engineering State University of Campinas, Rua Mendeleiev, s/n, Cidade Universitária, 13083-970GMSINT - Grupo de Materiais e Sistemas Inteligentes Department of Mechanical Engineering Faculdade de Engenharia de Ilha Solteira - UNESP, Av. Brasil 56, Ilha Solteira, SP, 15385000Universidade Estadual Paulista (Unesp)Universidade Estadual de Campinas (UNICAMP)Bueno, Douglas Domingues [UNESP]Marqui, Clayton Rodrigo [UNESP]Santos, Rodrigo Borges [UNESP]Da Silva, SamuelJunior, Vicente Lopes [UNESP]2014-05-27T11:23:49Z2014-05-27T11:23:49Z2008-12-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjecthttps://www.sem.org/Proceedings/ConferencePapers-Paper.cfm?ConfPapersPaperID=20025Conference Proceedings of the Society for Experimental Mechanics Series.2191-56442191-5652http://hdl.handle.net/11449/708412-s2.0-848615565111457178419328525Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengConference Proceedings of the Society for Experimental Mechanics Series0,232info:eu-repo/semantics/openAccess2021-10-23T04:53:46Zoai:repositorio.unesp.br:11449/70841Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T04:53:46Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
False alarms in damage detection approaches |
title |
False alarms in damage detection approaches |
spellingShingle |
False alarms in damage detection approaches Bueno, Douglas Domingues [UNESP] Damage detection False alarms Probability density PZT actuator Time series Damage Identification Detection approach Flexible plates Input and outputs Lifecycle costs Probability densities PZT Vibration signal analysis Actuators Alarm systems Errors Exhibitions Structural dynamics |
title_short |
False alarms in damage detection approaches |
title_full |
False alarms in damage detection approaches |
title_fullStr |
False alarms in damage detection approaches |
title_full_unstemmed |
False alarms in damage detection approaches |
title_sort |
False alarms in damage detection approaches |
author |
Bueno, Douglas Domingues [UNESP] |
author_facet |
Bueno, Douglas Domingues [UNESP] Marqui, Clayton Rodrigo [UNESP] Santos, Rodrigo Borges [UNESP] Da Silva, Samuel Junior, Vicente Lopes [UNESP] |
author_role |
author |
author2 |
Marqui, Clayton Rodrigo [UNESP] Santos, Rodrigo Borges [UNESP] Da Silva, Samuel Junior, Vicente Lopes [UNESP] |
author2_role |
author author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) Universidade Estadual de Campinas (UNICAMP) |
dc.contributor.author.fl_str_mv |
Bueno, Douglas Domingues [UNESP] Marqui, Clayton Rodrigo [UNESP] Santos, Rodrigo Borges [UNESP] Da Silva, Samuel Junior, Vicente Lopes [UNESP] |
dc.subject.por.fl_str_mv |
Damage detection False alarms Probability density PZT actuator Time series Damage Identification Detection approach Flexible plates Input and outputs Lifecycle costs Probability densities PZT Vibration signal analysis Actuators Alarm systems Errors Exhibitions Structural dynamics |
topic |
Damage detection False alarms Probability density PZT actuator Time series Damage Identification Detection approach Flexible plates Input and outputs Lifecycle costs Probability densities PZT Vibration signal analysis Actuators Alarm systems Errors Exhibitions Structural dynamics |
description |
Structural Health Monitoring (SHM) denotes a system with the ability to detect and interpret adverse changes in structures in order to improve reliability and reduce life-cycle costs. The greatest challenge for designing a SHM system is knowing what changes to look for and how to classify them. Different approaches for SHM have been proposed for damage identification, each one with advantages and drawbacks. This paper presents a methodology for improvement in vibration signal analysis using statistics information involving the probability density. Generally, the presence of noises in input and output signals results in false alarms, then, it is important that the methodology can minimize this problem. In this paper, the proposed approach is experimentally tested in a flexible plate using a piezoelectric (PZT) actuator to provide the disturbance. |
publishDate |
2008 |
dc.date.none.fl_str_mv |
2008-12-01 2014-05-27T11:23:49Z 2014-05-27T11:23:49Z |
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 |
https://www.sem.org/Proceedings/ConferencePapers-Paper.cfm?ConfPapersPaperID=20025 Conference Proceedings of the Society for Experimental Mechanics Series. 2191-5644 2191-5652 http://hdl.handle.net/11449/70841 2-s2.0-84861556511 1457178419328525 |
url |
https://www.sem.org/Proceedings/ConferencePapers-Paper.cfm?ConfPapersPaperID=20025 http://hdl.handle.net/11449/70841 |
identifier_str_mv |
Conference Proceedings of the Society for Experimental Mechanics Series. 2191-5644 2191-5652 2-s2.0-84861556511 1457178419328525 |
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.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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_version_ |
1799965198945091584 |