Wear Particle Classifier System Based on an Artificial Neural Network

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dc.contributor.authorGoncalves, Valdeci Donizete [UNESP]
dc.contributor.authorde Almeida, Luis Fernando
dc.contributor.authorMathias, Mauro Hugo [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.contributor.institutionUniv Taubate
dc.date.accessioned2014-05-20T13:28:30Z
dc.date.available2014-05-20T13:28:30Z
dc.date.issued2010-04-01
dc.description.abstractThis paper describes a method of identifying morphological attributes that classify wear particles in relation to the wear process from which they originate and permit the automatic identification without human expertise. The method is based on the use of Multi Layer Perceptron (MLP) for analysis of specific types of microscopic wear particles. The classification of the wear particles was performed according to their morphological attributes of size and aspect ratio, among others. (C) 2010 Journal of Mechanical Engineering. All rights reserved.en
dc.description.affiliationUNESP São Paulo State Univ, BR-12516410 Guaratingueta, SP, Brazil
dc.description.affiliationUniv Taubate, Taubate, Brazil
dc.description.affiliationUnespUNESP São Paulo State Univ, BR-12516410 Guaratingueta, SP, Brazil
dc.format.extent277-281
dc.identifierhttp://en.sv-jme.eu/archive/sv-jme-volume-2010/sv-jme-56-4-2010/
dc.identifier.citationStrojniski Vestnik-Journal of Mechanical Engineering. Ljubljana: Assoc Mechanical Engineers Technicians Slovenia, v. 56, n. 4, p. 277-281, 2010.
dc.identifier.issn0039-2480
dc.identifier.lattes9074899537066812
dc.identifier.urihttp://hdl.handle.net/11449/9487
dc.identifier.wosWOS:000279265400008
dc.language.isoeng
dc.publisherAssoc Mechanical Engineers Technicians Slovenia
dc.relation.ispartofStrojniski Vestnik - Journal of Mechanical Engineering
dc.relation.ispartofjcr1.182
dc.relation.ispartofsjr0,470
dc.rights.accessRightsAcesso restrito
dc.sourceWeb of Science
dc.subjectartificial neural networken
dc.subjectwear particles analysisen
dc.subjectexpert systemen
dc.titleWear Particle Classifier System Based on an Artificial Neural Networken
dc.typeArtigo
dcterms.rightsHolderAssoc Mechanical Engineers Technicians Slovenia
unesp.author.lattes9074899537066812
unesp.campusUniversidade Estadual Paulista (Unesp), Faculdade de Engenharia, Guaratinguetápt

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Artigos - Engenharia Mecânica - FEG