Publicação
A hybrid PSO-ANFIS approach for short-term wind power prediction in Portugal
| dc.contributor.author | Pousinho, Hugo Miguel Inácio | |
| dc.contributor.author | Mendes, Victor | |
| dc.contributor.author | Catalão, João Paulo da Silva | |
| dc.date.accessioned | 2011-11-24T11:34:00Z | |
| dc.date.available | 2011-11-24T11:34:00Z | |
| dc.date.issued | 2011-01 | |
| dc.description.abstract | The increased integration of wind power into the electric grid, as nowadays occurs in Portugal, poses new challenges due to its intermittency and volatility. Wind power prediction plays a key role in tackling these challenges. The contribution of this paper is to propose a new hybrid approach, combining particle swarm optimization and adaptive-network-based fuzzy inference system, for short-term wind power prediction in Portugal. Significant improvements regarding forecasting accuracy are attainable using the proposed approach, in comparison with the results obtained with five other approaches. | por |
| dc.identifier.citation | Pousinho M, Mendes V, Catalão J. A hybrid PSO-ANFIS approach for short-term wind power prediction in Portugal. Energy Conversion and Management. 2011; 52(1). | por |
| dc.identifier.issn | 0196-8904 | |
| dc.identifier.uri | http://hdl.handle.net/10400.21/523 | |
| dc.language.iso | eng | por |
| dc.peerreviewed | yes | por |
| dc.publisher | PERGAMON-ELSEVIER SCIENCE LTD | por |
| dc.relation.ispartofseries | 1; | |
| dc.subject | Wind power | por |
| dc.subject | Prediction | por |
| dc.subject | Swarm optimization | por |
| dc.subject | Neuro-fuzzy | por |
| dc.title | A hybrid PSO-ANFIS approach for short-term wind power prediction in Portugal | por |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| oaire.citation.conferencePlace | Oxford | por |
| oaire.citation.endPage | 402 | por |
| oaire.citation.issue | 52 | por |
| oaire.citation.startPage | 397 | por |
| oaire.citation.title | ENERGY CONVERSION AND MANAGEMENT | por |
| person.familyName | Mendes | |
| person.givenName | Victor | |
| person.identifier.orcid | 0000-0002-4599-477X | |
| person.identifier.rid | D-2332-2012 | |
| person.identifier.scopus-author-id | 55138675600 | |
| rcaap.rights | restrictedAccess | por |
| rcaap.type | article | por |
| relation.isAuthorOfPublication | a86b9291-f23c-4f09-83d7-9ee691696705 | |
| relation.isAuthorOfPublication.latestForDiscovery | a86b9291-f23c-4f09-83d7-9ee691696705 |
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