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An intelligent system for harmonic distortions detection in wind generator power electronic devices

2021Artigo científico Acesso aberto
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dc.contributor.authorJove, Esteban
dc.contributor.authorGonzález-Cava, Jose Manuel
dc.contributor.authorCasteleiro-Roca, José-Luis
dc.contributor.authorAlaiz-Moretón, Héctor
dc.contributor.authorBaruque, Bruno
dc.contributor.authorLeitão, Paulo
dc.contributor.authorMéndez Pérez, Juan Albino
dc.contributor.authorCalvo-Rolle, Jose Luis
dc.date.accessioned2023-03-06T15:09:41Z
dc.date.available2023-03-06T15:09:41Z
dc.date.issued2021
dc.description.abstractThe high concern about climate change has boosted the promotion of renewable energy systems, being the wind power one of the key generation possibilities in this field. In this context, with the aim of ensuring the energy efficiency, the present work deals with the fault detection in the power electronic circuits of a wind generator system placed in a bioclimatic house. To do so, different outliers that emulate harmonic distortion appearance are tested. To implement a system capable of detecting this anomalous situations, six different one-class techniques are used, whose performance is thoroughly analyzed, offering interesting performance.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationJove, Esteban; González-Cava, Jose Manuel; Casteleiro-Roca, José-Luis; Alaiz-Moretón, Héctor Baruque, Bruno; Leitão, Paulo; Méndez Pérez, Juan Albino; Calvo-Rolle, José Luis (2021). An intelligent system for harmonic distortions detection in wind generator power electronic device. Neurocomputing. ISSN 0925-2312. 456, p. 609-621pt_PT
dc.identifier.doi10.1016/j.neucom.2020.07.155pt_PT
dc.identifier.issn0925-2312
dc.identifier.urihttp://hdl.handle.net/10198/27488
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectEnergy efficiencypt_PT
dc.subjectWind generatorpt_PT
dc.subjectOne-classpt_PT
dc.subjectOutlier detectionpt_PT
dc.titleAn intelligent system for harmonic distortions detection in wind generator power electronic devicespt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage621pt_PT
oaire.citation.startPage609pt_PT
oaire.citation.titleNeurocomputingpt_PT
oaire.citation.volume456pt_PT
person.familyNameLeitão
person.givenNamePaulo
person.identifierA-8390-2011
person.identifier.ciencia-id8316-8F13-DA71
person.identifier.orcid0000-0002-2151-7944
person.identifier.scopus-author-id35584388900
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublication68d9eb25-ad4f-439b-aeb2-35e8708644cc
relation.isAuthorOfPublication.latestForDiscovery68d9eb25-ad4f-439b-aeb2-35e8708644cc

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