Structural Damage identification in an aeronautical panel exploring the PCA and delaunay triangulation

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.creatorDe Oliveira, Mario A.-
Autor(es): dc.creatorFilho, Jozue Vieira-
Autor(es): dc.creatorLopes, Vicente-
Autor(es): dc.creatorInman, Daniel J.-
Data de aceite: dc.date.accessioned2025-08-21T20:56:15Z-
Data de disponibilização: dc.date.available2025-08-21T20:56:15Z-
Data de envio: dc.date.issued2022-04-29-
Data de envio: dc.date.issued2022-04-29-
Data de envio: dc.date.issued2015-01-01-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/232466-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/232466-
Descrição: dc.descriptionThis paper addresses a novel approach for damage identification in Structural Health Monitoring (SHM) systems based on Principal Component Analysis (PCA) and Delaunay Triangulation (DT). The proposed method explores Electromechanical Impedance (EMI) principle, in the time domain, to identify structural damage in an aircraft aluminum panel. The procedure is carried out exciting the PZT (Pb-Lead Zirconate Titanate) transducers using a wide band chirp signal and measuring their time responses. The PCA is performed using structural response signals and PCA loadings are considered as input to compute the DT. Root Mean Square Deviation (RMSD) metrics are computed from the area formed by the triangles obtained from the DT. Such areas vary due to the displacement of loadings caused by changes in the structural condition for each PZT sensor. These variations have provided good evidence about the effectiveness of the proposed method applied to SHM systems.-
Descrição: dc.descriptionDepartment of Electrical and Electronic, Federal Institute of Education of Mato Grosso-
Descrição: dc.descriptionDepartment of Telecommunication Engineering, Universidade Estadual Paulista-
Descrição: dc.descriptionDepartment of Mechanical Engineering, Universidade Estadual Paulista-
Descrição: dc.descriptionDepartment of Aerospace Engineering, University of Michigan-
Descrição: dc.descriptionDepartment of Telecommunication Engineering, Universidade Estadual Paulista-
Descrição: dc.descriptionDepartment of Mechanical Engineering, Universidade Estadual Paulista-
Formato: dc.format687-695-
Idioma: dc.languageen-
Relação: dc.relationStructural Health Monitoring 2015: System Reliability for Verification and Implementation - Proceedings of the 10th International Workshop on Structural Health Monitoring, IWSHM 2015-
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Título: dc.titleStructural Damage identification in an aeronautical panel exploring the PCA and delaunay triangulation-
Tipo de arquivo: dc.typeaula digital-
Aparece nas coleções:Repositório Institucional - Unesp

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