Publication
Neural network models in greenhouse air temperature prediction
| dc.contributor.author | Ferreira, P. M. | |
| dc.contributor.author | Faria, E. A. | |
| dc.contributor.author | Ruano, Antonio | |
| dc.date.accessioned | 2013-02-13T10:56:47Z | |
| dc.date.available | 2013-02-13T10:56:47Z | |
| dc.date.issued | 2002 | |
| dc.date.updated | 2013-01-27T23:33:49Z | |
| dc.description.abstract | The adequacy of radial basis function neural networks to model the inside air temperature of a hydroponic greenhouse as a function of the outside air temperature and solar radiation, and the inside relative humidity, is addressed. As the model is intended to be incorporated in an environmental control strategy botho--line and on-line methods could be of use to accomplish this task. In this paper known hybrid o--line training methods and on-line learning algorithms are analyzed. An o--line method and its application to on-line learning is proposed. It exploits the linear–non-linear structure found in radial basis function neural networks. | por |
| dc.identifier.citation | Ferreira, P. M.; Faria, E. A.; Ruano, A. E. Neural network models in greenhouse air temperature prediction, Neurocomputing, 43, 1-4, 51-75, 2002. | por |
| dc.identifier.doi | http://dx.doi.org/10.1016/S0925-2312(01)00620-8 | |
| dc.identifier.issn | 0925-2312 | |
| dc.identifier.other | AUT: ARU00698; | |
| dc.identifier.uri | http://hdl.handle.net/10400.1/2343 | |
| dc.language.iso | eng | por |
| dc.peerreviewed | yes | por |
| dc.publisher | Elsevier | por |
| dc.subject | Radial basis functions | por |
| dc.subject | Neural networks | por |
| dc.subject | Greenhouse environmental control | por |
| dc.subject | Modelling | por |
| dc.title | Neural network models in greenhouse air temperature prediction | por |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| oaire.citation.endPage | 75 | por |
| oaire.citation.issue | 1-4 | por |
| oaire.citation.startPage | 51 | por |
| oaire.citation.title | Neurocomputing | por |
| oaire.citation.volume | 43 | 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 | article | por |
| relation.isAuthorOfPublication | 13813664-b68b-40aa-97a9-91481a31ebf2 | |
| relation.isAuthorOfPublication.latestForDiscovery | 13813664-b68b-40aa-97a9-91481a31ebf2 |