Publicação
Prediction of the solar radiation using RBF neural networks and ground-to-sky images
| dc.contributor.author | Crispim, E. M. | |
| dc.contributor.author | Ferreira, P. M. | |
| dc.contributor.author | Ruano, Antonio | |
| dc.date.accessioned | 2013-02-18T12:08:47Z | |
| dc.date.available | 2013-02-18T12:08:47Z | |
| dc.date.issued | 2006 | |
| dc.date.updated | 2013-01-28T16:20:12Z | |
| dc.description.abstract | In this study, Artificial Neural Networks are applied to multistep long term solar radiation prediction. The networks are trained as one-step-ahead predictors and iterated over time to obtain multi-step longer term predictions. Auto-regressive and Auto-regressive with exogenous inputs solar radiationmodels are compared, considering cloudiness indices as inputs in the latter case. These indices are obtained through pixel classification of ground-to-sky images. The input-output structure of the neural network models is selected using evolutionary computation methods. | pt_PT |
| dc.identifier.citation | Crispim, E. M.; Ferreira, P.M.; Ruano, A. E. Prediction of the solar radiation using RBF neural networks and ground-to-sky images, Trabalho apresentado em Global Education Techology Symposium (GETS 2006), In Proceedings of the Global Education Techology Symposium (GETS 2006), Faro, 2006. | por |
| dc.identifier.other | AUT: ARU00698; | |
| dc.identifier.uri | http://hdl.handle.net/10400.1/2359 | |
| dc.language.iso | eng | por |
| dc.peerreviewed | yes | por |
| dc.title | Prediction of the solar radiation using RBF neural networks and ground-to-sky images | por |
| dc.type | conference object | |
| dspace.entity.type | Publication | |
| oaire.citation.conferencePlace | Faro | por |
| oaire.citation.endPage | 2 | por |
| oaire.citation.startPage | 1 | por |
| oaire.citation.title | Global Education Techology Symposium (GETS 2006) | por |
| person.familyName | Ruano | |
| person.givenName | Antonio | |
| person.identifier.orcid | 0000-0002-6308-8666 | |
| person.identifier.rid | B-4135-2008 | |
| person.identifier.scopus-author-id | 7004284159 | |
| rcaap.rights | restrictedAccess | por |
| rcaap.type | conferenceObject | por |
| relation.isAuthorOfPublication | 13813664-b68b-40aa-97a9-91481a31ebf2 | |
| relation.isAuthorOfPublication.latestForDiscovery | 13813664-b68b-40aa-97a9-91481a31ebf2 |