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Short-term electricity prices forecasting in a competetive market by a hybrid Pso-Anfis approach

2012-07Journal article Restricted access
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dc.contributor.authorPousinho, Hugo Miguel Inácio
dc.contributor.authorMendes, Victor
dc.contributor.authorCatalão, João Paulo da Silva
dc.date.accessioned2015-09-11T09:14:08Z
dc.date.available2015-09-11T09:14:08Z
dc.date.issued2012-07
dc.description.abstractIn this paper, a novel hybrid approach is proposed for electricity prices forecasting in a competitive market, considering a time horizon of 1 week. The proposed approach is based on the combination of particle swarm optimization and adaptive-network based fuzzy inference system. Results from a case study based on the electricity market of mainland Spain are presented. A thorough comparison is carried out, taking into account the results of previous publications, to demonstrate its effectiveness regarding forecasting accuracy and computation time. Finally, conclusions are duly drawn.por
dc.identifier.citationPOUSINHO, H. M. I.; MENDES, V. M. F.; CATALÃO, J. P. S. – Short-term electricity prices forecasting in a competetive market by a hybrid Pso-Anfis approach. International Journal of Electrical Power & Energy Systems. Vol. 39, nr. 1 (2012), pp. 29-35por
dc.identifier.doi10.1016/j.ijepes.2012.01.001
dc.identifier.urihttp://hdl.handle.net/10400.21/5178
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherElsevierpor
dc.relationFCOMP-01-0124-FEDER-014887
dc.relationFCT PTDC/EEA-EEL/110102/2009
dc.relationOPTIMIZAÇÃO DA EXPLORAÇÃO DE CURTO-PRAZO E DAS OFERTAS EM MERCADO PARA UM SISTEMA ELECTROPRODUTOR CONSIDERANDO INCERTEZA E RISCO
dc.subjectElectricity Marketpor
dc.subjectPrice Forecastingpor
dc.subjectSwarm Optimizationpor
dc.subjectNeural Networkspor
dc.subjectFuzzy Logicpor
dc.titleShort-term electricity prices forecasting in a competetive market by a hybrid Pso-Anfis approachpor
dc.typejournal article
dspace.entity.typePublication
oaire.awardTitleOPTIMIZAÇÃO DA EXPLORAÇÃO DE CURTO-PRAZO E DAS OFERTAS EM MERCADO PARA UM SISTEMA ELECTROPRODUTOR CONSIDERANDO INCERTEZA E RISCO
oaire.awardURIinfo:eu-repo/grantAgreement/FCT//SFRH%2FBD%2F62965%2F2009/PT
oaire.citation.endPage35por
oaire.citation.issue1por
oaire.citation.startPage29por
oaire.citation.titleInternational Journal of Electrical Power & Energy Systemspor
oaire.citation.volume39por
person.familyNameMendes
person.givenNameVictor
person.identifier.orcid0000-0002-4599-477X
person.identifier.ridD-2332-2012
person.identifier.scopus-author-id55138675600
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsclosedAccesspor
rcaap.typearticlepor
relation.isAuthorOfPublicationa86b9291-f23c-4f09-83d7-9ee691696705
relation.isAuthorOfPublication.latestForDiscoverya86b9291-f23c-4f09-83d7-9ee691696705
relation.isProjectOfPublication2705bba6-14e6-490c-9311-ab5f92a74dc4
relation.isProjectOfPublication.latestForDiscovery2705bba6-14e6-490c-9311-ab5f92a74dc4

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