Publicação:
Evaluation of Pattern Recognition Algorithms for Applications on Power Factor Compensation

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dc.contributor.authorMoreira, Alexandre C.
dc.contributor.authorParedes, Helmo K. M. [UNESP]
dc.contributor.authorde Souza, Wesley A.
dc.contributor.authorNardelli, Pedro H. J.
dc.contributor.authorMarafão, Fernando P. [UNESP]
dc.contributor.authorda Silva, Luiz C. P.
dc.contributor.institutionUniversidade Federal de Sergipe (UFS)
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.contributor.institutionUniversidade Estadual de Campinas (UNICAMP)
dc.contributor.institutionUniversity of Oulu
dc.date.accessioned2018-12-11T17:35:28Z
dc.date.available2018-12-11T17:35:28Z
dc.date.issued2018-02-01
dc.description.abstractThis paper assesses different applied pattern recognition algorithms to decide the most appropriate power factor compensator for a particular point of common coupling. Power factor, current unbalance factor, total demand distortion, voltage harmonic distortion and reactive power daily variation, as well as human expertise, are the key parameters used to set each recognition algorithm. These algorithms are then trained with a series of both simulation and experimental data. Numerical results consistently indicate the decision-tree algorithm with depth 20 as the best classifier for power factor improvement in terms of all metrics considered in this work.en
dc.description.affiliationTelecommunications and Mechatronic Engineering Department (DETEM) Federal University of São João del-Rei (UFSJ), Rodovia MG 443, KM 7
dc.description.affiliationInstitute of Science and Technology São Paulo State University (Unesp), Av. Três de Março, 511
dc.description.affiliationDepartment of Energy and Systems (DSE) School of Electrical and Computer Engineering (FEEC) University of Campinas (UNICAMP), Av. Albert Einstein, 400
dc.description.affiliationCentre for Wireless Communications (CWC) University of Oulu, Erkki Koiso-Kanttilan katu 3
dc.description.affiliationUnespInstitute of Science and Technology São Paulo State University (Unesp), Av. Três de Março, 511
dc.format.extent75-90
dc.identifierhttp://dx.doi.org/10.1007/s40313-017-0352-9
dc.identifier.citationJournal of Control, Automation and Electrical Systems, v. 29, n. 1, p. 75-90, 2018.
dc.identifier.doi10.1007/s40313-017-0352-9
dc.identifier.file2-s2.0-85040651456.pdf
dc.identifier.issn2195-3899
dc.identifier.issn2195-3880
dc.identifier.scopus2-s2.0-85040651456
dc.identifier.urihttp://hdl.handle.net/11449/179511
dc.language.isoeng
dc.relation.ispartofJournal of Control, Automation and Electrical Systems
dc.relation.ispartofsjr0,274
dc.relation.ispartofsjr0,274
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectActive compensators
dc.subjectPassive compensators
dc.subjectPattern recognition
dc.subjectPower factor
dc.subjectReactive and harmonic compensation
dc.titleEvaluation of Pattern Recognition Algorithms for Applications on Power Factor Compensationen
dc.typeArtigo
dspace.entity.typePublication
unesp.author.orcid0000-0003-0295-8741[1]
unesp.author.orcid0000-0001-8664-3573[2]
unesp.author.orcid0000-0002-3431-6359[3]
unesp.author.orcid0000-0002-7398-1802[4]
unesp.author.orcid0000-0003-3525-3297[5]
unesp.campusUniversidade Estadual Paulista (Unesp), Instituto de Ciência e Tecnologia, Sorocabapt
unesp.departmentEngenharia de Controle e Automação - ICTSpt

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Sorocaba - ICTS - Instituto de Ciência e Tecnologia