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Hybrid Wavelet-PSO-ANFIS Approach for Short-Term Electricity Prices Forecasting

2011-02Artigo científico Acesso aberto
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dc.contributor.authorCatalão, João Paulo da Silva
dc.contributor.authorPousinho, Hugo Miguel Inácio
dc.contributor.authorMendes, Victor
dc.date.accessioned2013-02-15T14:56:39Z
dc.date.available2013-02-15T14:56:39Z
dc.date.issued2011-02
dc.description.abstractA novel hybrid approach, combining wavelet transform, particle swarm optimization, and adaptive-network-based fuzzy inference system, is proposed in this paper for short-term electricity prices forecasting in a competitive market. 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. Finally, conclusions are duly drawn.por
dc.identifier.citationCATALÃO, J. P. S.; POUSINHO, H. M. I.; MENDES, V. M. F. - Hybrid Wavelet-PSO-ANFIS Approach for Short-Term Electricity Prices Forecasting. IEEE Transactions on Power Systems. ISSN 0885-8950. Vol. 26, n.º 1 (2011) p.137-144.por
dc.identifier.issn0885-8950
dc.identifier.urihttp://hdl.handle.net/10400.21/2203
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherIEEE-INST Electrical Electronics Engineers INCpor
dc.subjectElectricity marketpor
dc.subjectFuzzy logicpor
dc.subjectNeural networkspor
dc.subjectPrice forecastingpor
dc.subjectSwarm optimizationpor
dc.subjectWavelet transformpor
dc.subjectNeuro-evolutionary algorithmpor
dc.subjectArima modelspor
dc.subjectMarketpor
dc.subjectNetworkpor
dc.subjectSystempor
dc.subjectDecompositionpor
dc.subjectInformationpor
dc.subjectEnvironmentpor
dc.subjectTransformpor
dc.titleHybrid Wavelet-PSO-ANFIS Approach for Short-Term Electricity Prices Forecastingpor
dc.typejournal article
dspace.entity.typePublication
oaire.citation.conferencePlacePiscatawaypor
oaire.citation.endPage144por
oaire.citation.issue1por
oaire.citation.startPage137por
oaire.citation.titleIEEE Transactions on Power Systemspor
oaire.citation.volume26por
person.familyNameMendes
person.givenNameVictor
person.identifier.orcid0000-0002-4599-477X
person.identifier.ridD-2332-2012
person.identifier.scopus-author-id55138675600
rcaap.rightsrestrictedAccesspor
rcaap.typearticlepor
relation.isAuthorOfPublicationa86b9291-f23c-4f09-83d7-9ee691696705
relation.isAuthorOfPublication.latestForDiscoverya86b9291-f23c-4f09-83d7-9ee691696705

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ISEL - Eng. Electrotécn. - Artigos