Publication
An artificial neural network approach for short-term wind power forecasting in Portugal
| dc.contributor.author | Catalão, João Paulo da Silva | |
| dc.contributor.author | Pousinho, Hugo Miguel Inácio | |
| dc.contributor.author | Mendes, Victor | |
| dc.date.accessioned | 2012-03-13T13:05:19Z | |
| dc.date.available | 2012-03-13T13:05:19Z | |
| dc.date.issued | 2009-03 | |
| dc.description.abstract | This paper presents an artificial neural network approach for short-term wind power forecasting in Portugal. The increased integration of wind power into the electric grid, as nowadays occurs in Portugal, poses new challenges due to its intermittency and volatility. Hence, good forecasting tools play a key role in tackling these challenges. The accuracy of the wind power forecasting attained with the proposed approach is evaluated against persistence and ARIMA approaches, reporting the numerical results from a real-world case study. | por |
| dc.identifier.citation | Catalão J P S, Pousinho H M I, Mendes V M F.An artificial neural network approach for short-term wind power forecasting in Portugal. Engineering Intelligent Systems for Electrical Engineering and Communications. 2009; 17 (1): 5-11. | por |
| dc.identifier.issn | 1472-8915 | |
| dc.identifier.uri | http://hdl.handle.net/10400.21/1272 | |
| dc.language.iso | eng | por |
| dc.peerreviewed | yes | por |
| dc.publisher | C R L Publishing LTD | por |
| dc.relation.ispartofseries | 1; | |
| dc.subject | Artificial neural networks | por |
| dc.subject | Forecasting | por |
| dc.subject | Wind power | por |
| dc.subject | Models | por |
| dc.subject | Prediction | por |
| dc.subject | Speed | por |
| dc.title | An artificial neural network approach for short-term wind power forecasting in Portugal | por |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| oaire.citation.conferencePlace | Leicester | por |
| oaire.citation.endPage | 11 | por |
| oaire.citation.issue | 17 | por |
| oaire.citation.startPage | 5 | por |
| oaire.citation.title | Engineering Intelligent Systems for Electrical Engineering and Communications | 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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