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dc.contributor.authorPérez-Ortiz, María
dc.contributor.authorJiménez-Fernández, Silvia
dc.contributor.authorGutiérrez, Pedro A.
dc.contributor.authorAlexandre, Enrique
dc.contributor.authorSalcedo Sanz, S.
dc.contributor.authorHervás-Martínez, César
dc.date.accessioned2017-11-07T12:45:27Z
dc.date.available2017-11-07T12:45:27Z
dc.date.issued2016
dc.identifier.urihttp://hdl.handle.net/10396/15344
dc.description.abstractClassification problems and their corresponding solving approaches constitute one of the fields of machine learning. The application of classification schemes in Renewable Energy (RE) has gained significant attention in the last few years, contributing to the deployment, management and optimization of RE systems. The main objective of this paper is to review the most important classification algorithms applied to RE problems, including both classical and novel algorithms. The paper also provides a comprehensive literature review and discussion on different classification techniques in specific RE problems, including wind speed/power prediction, fault diagnosis in RE systems, power quality disturbance classification and other applications in alternative RE systems. In this way, the paper describes classification techniques and metrics applied to RE problems, thus being useful both for researchers dealing with this kind of problem and for practitioners of the field.es_ES
dc.format.mimetypeapplication/pdfes_ES
dc.language.isoenges_ES
dc.publisherMDPIes_ES
dc.rightshttps://creativecommons.org/licenses/by/4.0/es_ES
dc.sourceEnergies 9(8), 607 (2016)es_ES
dc.subjectClassification algorithmses_ES
dc.subjectMachine learninges_ES
dc.subjectRenewable energyes_ES
dc.subjectApplicationses_ES
dc.titleA Review of Classification Problems and Algorithms in Renewable Energy Applicationses_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.relation.publisherversionhttp://dx.doi.org/10.3390/en9080607es_ES
dc.relation.projectIDGobierno de España. TIN2014-54583-C2-1-Res_ES
dc.relation.projectIDGobierno de España. TIN2014-54583-C2-2-Res_ES
dc.relation.projectIDJunta de Andalucía. P11-TIC-7508es_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES


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