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Estimation of photovoltaic potential on residential rooftops using empirical Bayesian estimator

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dc.contributor.authorVillavicencio, J. [UNESP]
dc.contributor.authorMelo, J. D. [UNESP]
dc.contributor.authorFeltrin, A. Padilha [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2018-12-11T16:42:20Z
dc.date.available2018-12-11T16:42:20Z
dc.date.issued2016-01-12
dc.description.abstractAssessment of the photovoltaic generation potential on rooftops residential homes is performed by the calculation of the available areas for the installation of solar panels. However, socioeconomic factors could limit this installation for some people. Thus, this paper presents a methodology to estimate the photovoltaic potential using installation rates subject to the socioeconomic characteristics. The installation rates represent the preferences of the inhabitants to install this energy source and are calculated using global and local empirical Bayesian estimators. The result of the proposed methodology is a thematic map that allows the visualization of the spatial distribution of installation rates to identify regions with higher preference values, consequently, location of the greater photovoltaic electricity generation potential.en
dc.description.affiliationDepartamento de Engenharia Elétrica Universidade Estadual Paulista - UNESP
dc.description.affiliationUnespDepartamento de Engenharia Elétrica Universidade Estadual Paulista - UNESP
dc.description.sponsorshipCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
dc.description.sponsorshipFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.description.sponsorshipConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.description.sponsorshipIdFAPESP: 2014/06629-0
dc.description.sponsorshipIdCNPq: 303817/2012-7
dc.description.sponsorshipIdCNPq: 444743/2014-6
dc.format.extent242-247
dc.identifierhttp://dx.doi.org/10.1109/ISGT-LA.2015.7381161
dc.identifier.citation2015 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT LATAM 2015, p. 242-247.
dc.identifier.doi10.1109/ISGT-LA.2015.7381161
dc.identifier.scopus2-s2.0-84966649868
dc.identifier.urihttp://hdl.handle.net/11449/168646
dc.language.isoeng
dc.relation.ispartof2015 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT LATAM 2015
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectelectrical distribution systems
dc.subjectEmpirical Bayesian estimators
dc.subjectphotovoltaic systems
dc.titleEstimation of photovoltaic potential on residential rooftops using empirical Bayesian estimatoren
dc.typeTrabalho apresentado em evento
dspace.entity.typePublication
unesp.author.lattes3886842168147059[3]
unesp.author.orcid0000-0001-6495-440X[3]

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