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dc.contributor.authorNascimento, C. F.-
dc.contributor.authorOliveira, A. A.-
dc.contributor.authorGoedtel, A.-
dc.contributor.authorSilva, I. N.-
dc.contributor.authorSerni, P. J. A.-
dc.date.accessioned2014-05-20T13:27:18Z-
dc.date.available2014-05-20T13:27:18Z-
dc.date.issued2010-03-01-
dc.identifierhttp://dx.doi.org/10.1109/TLA.2010.5453948-
dc.identifier.citationIEEE Latin America Transactions. Piscataway: IEEE-Inst Electrical Electronics Engineers Inc, v. 8, n. 1, p. 65-73, 2010.-
dc.identifier.issn1548-0992-
dc.identifier.urihttp://hdl.handle.net/11449/8935-
dc.description.abstractIn this paper an alternative method based on artificial neural networks is presented to determine harmonic components in the load current of a single-phase electric power system with nonlinear loads, whose parameters can vary so much in reason of the loads characteristic behaviors as because of the human intervention. The first six components in the load current are determined using the information contained in the time-varying waveforms. The effectiveness of this method is verified by using it in a single-phase active power filter with selective compensation of the current drained by an AC controller. The proposed method is compared with the fast Fourier transform.en
dc.format.extent65-73-
dc.language.isopor-
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)-
dc.sourceWeb of Science-
dc.subjectHarmonicsen
dc.subjectpower systemen
dc.subjectartificial neural networksen
dc.titleNeural Network-Based Approach for Identification of the Harmonic Content of a Nonlinear Load in a Single-Phase Systemen
dc.typeoutro-
dc.contributor.institutionUniversidade Federal do ABC (UFABC)-
dc.contributor.institutionUniversidade de São Paulo (USP)-
dc.contributor.institutionUTFPR CP-
dc.contributor.institutionUniversidade Estadual Paulista (UNESP)-
dc.description.affiliationUFABC, Ctr Engn, St Andre, SP, Brazil-
dc.description.affiliationUSP, Dept Engn Eletr, São Carlos, SP, Brazil-
dc.description.affiliationUTFPR CP, Dept Electrotecn, Cornelio Procopio, PR, Brazil-
dc.description.affiliationUNESP FEB, Dept Engn Eletr, Bauru, SP, Brazil-
dc.description.affiliationUnespUNESP FEB, Dept Engn Eletr, Bauru, SP, Brazil-
dc.identifier.doi10.1109/TLA.2010.5453948-
dc.identifier.wosWOS:000277053200010-
dc.rights.accessRightsAcesso aberto-
dc.identifier.fileWOS000277053200010.pdf-
dc.relation.ispartofIEEE Latin America Transactions-
Appears in Collections:Artigos, TCCs, Teses e Dissertações da Unesp

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