Estimación del precio de oferta de la energía eléctrica en Colombia mediante inteligencia artificial

dc.citation.journalTitleRevista De Metodos Cuantitativos Para La Economia Y La Empresaeng
dc.contributor.authorHurtado Moreno, L.
dc.contributor.authorQuintero Montoya, O.L.
dc.contributor.authorGarcía Rendón, J.J.
dc.contributor.departmentUniversidad EAFIT. Escuela de Cienciasspa
dc.contributor.researchgroupModelado Matemáticospa
dc.date.accessioned2021-04-12T14:07:11Z
dc.date.available2021-04-12T14:07:11Z
dc.date.issued2014-01-01
dc.description.abstractOne of the most important economic strategic sectors in any economy is the electricity market. Its main feature is its oligopolistic character favoured by the returns to scale which act as an entry barrier. As a result, the energy generators can use their power market in order to increase their benefits through the daily offered price and quantity of energy for each of their power plants. This paper presents a methodology for estimating the daily offered price of the most important power stations in Colombia (hydraulic and thermal) by applying artificial intelligence techniques: Fuzzy Logic and Neural Networks. Such techniques are found to be partially useful particularly for price tendencies. It also compares the results with autoregressive models that turned out inappropriate for the case of study.eng
dc.identifierhttps://eafit.fundanetsuite.com/Publicaciones/ProdCientif/PublicacionFrw.aspx?id=1919
dc.identifier.issn1886516X
dc.identifier.otherSCOPUS;2-s2.0-84920937670
dc.identifier.urihttp://hdl.handle.net/10784/27764
dc.language.isospaeng
dc.publisherUniversidad Pablo de Olavide
dc.relation.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84920937670&partnerID=40&md5=b824d27033341b199f41db51fb23fbe9
dc.rightshttps://v2.sherpa.ac.uk/id/publication/issn/1886-516X
dc.sourceRevista De Metodos Cuantitativos Para La Economia Y La Empresa
dc.subject.keywordArtificial intelligenceeng
dc.subject.keywordFuzzy logiceng
dc.subject.keywordPrice bideng
dc.subject.keywordWholesale energy marketeng
dc.titleEstimación del precio de oferta de la energía eléctrica en Colombia mediante inteligencia artificialspa
dc.typearticleeng
dc.typeinfo:eu-repo/semantics/articleeng
dc.typeinfo:eu-repo/semantics/publishedVersioneng
dc.typepublishedVersioneng
dc.type.localArtículospa

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