A method based on independent component analysis for single and multiple power quality disturbance classification

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.creatorFerreira, Danton Diego-
Autor(es): dc.creatorSeixas, José M. de-
Autor(es): dc.creatorCerqueira, Augusto Santiago-
Data de aceite: dc.date.accessioned2026-02-09T12:32:08Z-
Data de disponibilização: dc.date.available2026-02-09T12:32:08Z-
Data de envio: dc.date.issued2017-09-25-
Data de envio: dc.date.issued2017-09-25-
Data de envio: dc.date.issued2015-
Fonte completa do material: dc.identifierhttps://repositorio.ufla.br/handle/handle/1/15432-
Fonte completa do material: dc.identifierhttp://www.sciencedirect.com/science/article/pii/S037877961400399X-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/capes/1163243-
Descrição: dc.descriptionThis paper proposes a method based on single channel independent component analysis for single and multiple power quality disturbance classification. The proposed method decouples the power system signal into its independent components, which are classified by specialized classifiers. The classifier outputs are combined by using a logic that gives the final classification. Five classes of single disturbances and twelve of multiple disturbances are considered and a classification efficiency above 97% is achieved for each event class. Both qualitative and quantitative analysis elucidate the efficiency of the proposed method. Results are obtained from both simulated and experimental signals.-
Idioma: dc.languageen-
Publicador: dc.publisherElsevier Sequoia-
Direitos: dc.rightsrestrictAccess-
???dc.source???: dc.sourceElectric Power Systems Research-
Palavras-chave: dc.subjectElectric power quality-
Palavras-chave: dc.subjectIndependent component analysis-
Palavras-chave: dc.subjectDisturbance-
Palavras-chave: dc.subjectClassification-
Palavras-chave: dc.subjectSingle channel-
Palavras-chave: dc.subjectSignal decomposition-
Título: dc.titleA method based on independent component analysis for single and multiple power quality disturbance classification-
Tipo de arquivo: dc.typeArtigo-
Aparece nas coleções:Repositório Institucional da Universidade Federal de Lavras (RIUFLA)

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