A Novel Time-Domain Technique for Damage Detection Applied to SHM Using Savitzky-Golay Filter

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dc.contributor.authorAnderson De Oliveira, M.
dc.contributor.authorFilho, J. V. [UNESP]
dc.contributor.authorJunior, V. L. [UNESP]
dc.contributor.authorInman, D. J.
dc.contributor.authorChang, F. K.
dc.contributor.institutionFed Inst Educ Mato Grosso
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.contributor.institutionUniv Michigan
dc.date.accessioned2020-12-10T19:31:49Z
dc.date.available2020-12-10T19:31:49Z
dc.date.issued2013-01-01
dc.description.abstractThis paper presents a novel damage detection approach for Structural Health Monitoring (SHM) systems, which is based on Savitzky-Golay filter and time-domain analysis. In this technique, a specific PZT (actuator) excites the structure and three other ones are used as sensors to receive the structural responses. This method is quite similar to Lamb wave based methods, but the excitation procedure and the analysis of the response signals are different. For the proposed method, a wide band chirp signal, with low amplitude and variable frequency, is used to excite the structure. The response signals are acquired in time-domain and smoothed by a Savitzky-Golay filter, and from the filtered signals the first and second derivatives are computed. CCDM (Correlation Coefficient Deviation Metric) indices are calculated from all signals (smoothed, first and second derivatives), considering the structure a healthy condition as a reference (baseline). Practical tests were carried out on an aluminum plate and the results have demonstrated the effectiveness of the proposed method.en
dc.description.affiliationFed Inst Educ Mato Grosso, Dept Elect & Elect, Cuiaba, MT, Brazil
dc.description.affiliationUniv Estadual Paulista, Dept Telecommun Engn, Sao Jose Dos Campos, Brazil
dc.description.affiliationUniv Estadual Paulista, Dept Mech Engn, Ilha Solteria, SP, Brazil
dc.description.affiliationUniv Michigan, Dept Aerosp Engn, Ann Arbor, MI 48109 USA
dc.description.affiliationUnespUniv Estadual Paulista, Dept Telecommun Engn, Sao Jose Dos Campos, Brazil
dc.description.affiliationUnespUniv Estadual Paulista, Dept Mech Engn, Ilha Solteria, SP, Brazil
dc.format.extent996-+
dc.identifier.citationStructural Health Monitoring 2013, Vols 1 And 2. Lancaster: Destech Publications, Inc, p. 996-+, 2013.
dc.identifier.urihttp://hdl.handle.net/11449/196054
dc.identifier.wosWOS:000329292700122
dc.language.isoeng
dc.publisherDestech Publications, Inc
dc.relation.ispartofStructural Health Monitoring 2013, Vols 1 And 2
dc.sourceWeb of Science
dc.titleA Novel Time-Domain Technique for Damage Detection Applied to SHM Using Savitzky-Golay Filteren
dc.typeTrabalho apresentado em evento
dcterms.rightsHolderDestech Publications, Inc

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Artigos - Engenharia Mecânica - FEIS