Publicação
Solar radiation prediction using classical and evolutionary techniques
| Resumo: | Modern greenhouse climate controllers are based on models to simulate and predict greenhouse environment behavior. These models must be able to describe indoor climate process dynamics, which is a function of both the control actions taken and outside climate. Moreover, if predictive or feedforward control techniques are to be applied, it is necessary to employ models to describe and predict the weather (solar radiation, air temperature, etc.). In this paper, classical and evolutionary techniques are applied to solar radiation time-series prediction within a greenhouse located in the UTAD campuus. Experimental results are provided and compared for the two tipes of methods. |
|---|---|
| Autores principais: | Coelho, João Paulo |
| Outros Autores: | Cunha, José Boaventura; Oliveira, Paulo de Moura |
| Assunto: | Greenhouse System identification Evolutionary algorithms Regressive methods |
| Ano: | 2001 |
| País: | Portugal |
| Tipo de documento: | comunicação em conferência |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Instituto Politécnico de Bragança |
| Idioma: | inglês |
| Origem: | Biblioteca Digital do IPB |
| _version_ | 1867173271631298560 |
|---|---|
| author | Coelho, João Paulo |
| author2 | Cunha, José Boaventura Oliveira, Paulo de Moura |
| author2_role | author author |
| author_facet | Coelho, João Paulo Cunha, José Boaventura Oliveira, Paulo de Moura |
| author_role | author |
| contributor_name_str_mv | Biblioteca Digital do IPB |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Coelho, João Paulo\",\"Person.identifier.orcid\":\"0000-0002-7616-1383\"},{\"Person.name\":\"Cunha, José Boaventura\"},{\"Person.name\":\"Oliveira, Paulo de Moura\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | Biblioteca Digital do IPB |
| datacite.creators.creator.creatorName.fl_str_mv | Coelho, João Paulo Cunha, José Boaventura Oliveira, Paulo de Moura |
| datacite.date.Accepted.fl_str_mv | 2001-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2010-11-09T16:29:39Z |
| datacite.date.embargoed.fl_str_mv | 2010-11-09T16:29:39Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Greenhouse System identification Evolutionary algorithms Regressive methods |
| datacite.titles.title.fl_str_mv | Solar radiation prediction using classical and evolutionary techniques |
| dc.contributor.none.fl_str_mv | Biblioteca Digital do IPB |
| dc.creator.none.fl_str_mv | Coelho, João Paulo Cunha, José Boaventura Oliveira, Paulo de Moura |
| dc.date.Accepted.fl_str_mv | 2001-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2010-11-09T16:29:39Z |
| dc.date.embargoed.fl_str_mv | 2010-11-09T16:29:39Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10198/2769 |
| dc.language.none.fl_str_mv | eng |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | Greenhouse System identification Evolutionary algorithms Regressive methods |
| dc.title.fl_str_mv | Solar radiation prediction using classical and evolutionary techniques |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_5794 |
| description | Modern greenhouse climate controllers are based on models to simulate and predict greenhouse environment behavior. These models must be able to describe indoor climate process dynamics, which is a function of both the control actions taken and outside climate. Moreover, if predictive or feedforward control techniques are to be applied, it is necessary to employ models to describe and predict the weather (solar radiation, air temperature, etc.). In this paper, classical and evolutionary techniques are applied to solar radiation time-series prediction within a greenhouse located in the UTAD campuus. Experimental results are provided and compared for the two tipes of methods. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | conferencePaper |
| fulltext.url.fl_str_mv | https://bibliotecadigital.ipb.pt/bitstreams/6f21a34b-eaeb-4eeb-96f3-7156fd291982/download |
| id | ipb_f8db9d7ee06bc071e01cda0f29a37299 |
| identifier.url.fl_str_mv | http://hdl.handle.net/10198/2769 |
| instacron_str | ipb |
| institution | Instituto Politécnico de Bragança |
| instname_str | Instituto Politécnico de Bragança |
| language | eng |
| network_acronym_str | ipb |
| network_name_str | Biblioteca Digital do IPB |
| oai_identifier_str | oai:bibliotecadigital.ipb.pt:10198/2769 |
| organization_str_mv | urn:organizationAcronym:ipb |
| person_str_mv | Coelho, João Paulo Coelho, João Paulo https://www.ciencia-id.pt/D61E-A586-7D4A D61E-A586-7D4A http://orcid.org/0000-0002-7616-1383 0000-0002-7616-1383 Cunha, José Boaventura Oliveira, Paulo de Moura |
| publishDate | 2001 |
| reponame_str | Biblioteca Digital do IPB |
| repository_id_str | urn:repositoryAcronym:ipb |
| service_str_mv | urn:repositoryAcronym:ipb |
| spelling | engModern greenhouse climate controllers are based on models to simulate and predict greenhouse environment behavior. These models must be able to describe indoor climate process dynamics, which is a function of both the control actions taken and outside climate. Moreover, if predictive or feedforward control techniques are to be applied, it is necessary to employ models to describe and predict the weather (solar radiation, air temperature, etc.). In this paper, classical and evolutionary techniques are applied to solar radiation time-series prediction within a greenhouse located in the UTAD campuus. Experimental results are provided and compared for the two tipes of methods.application/pdfporSolar radiation prediction using classical and evolutionary techniquesPersonalCoelho, João PauloDSpacehttp://dspace.org/items/2861f33b-b49a-421d-9bfa-92b4304d2668DSpacehttp://dspace.org/items/2861f33b-b49a-421d-9bfa-92b4304d2668CoelhoJoão PauloCiência IDhttps://www.ciencia-id.ptD61E-A586-7D4AORCIDhttp://orcid.org0000-0002-7616-1383Researcher IDhttps://www.researcherid.comJ-6887-2013Scopus Author IDhttps://www.scopus.com55137039300Cunha, José BoaventuraOliveira, Paulo de MouraHostingInstitutionOrganizationalBiblioteca Digital do IPBe-mailmailto:dspace@ipb.ptdspace@ipb.pt2010-11-09T16:29:39Z20012001-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/2769http://purl.org/coar/access_right/c_abf2open accessGreenhouseSystem identificationEvolutionary algorithmsRegressive methods10599182 bytesother research producthttp://purl.org/coar/resource_type/c_5794conference paperhttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/6f21a34b-eaeb-4eeb-96f3-7156fd291982/downloadWorkshop on Management Identification and Control of Agriculture Buildings88104Vila Real, Portugal |
| spellingShingle | Solar radiation prediction using classical and evolutionary techniques Coelho, João Paulo Greenhouse System identification Evolutionary algorithms Regressive methods |
| status | SINGLETON |
| subject.fl_str_mv | Greenhouse System identification Evolutionary algorithms Regressive methods |
| title | Solar radiation prediction using classical and evolutionary techniques |
| title_full | Solar radiation prediction using classical and evolutionary techniques |
| title_fullStr | Solar radiation prediction using classical and evolutionary techniques |
| title_full_unstemmed | Solar radiation prediction using classical and evolutionary techniques |
| title_short | Solar radiation prediction using classical and evolutionary techniques |
| title_sort | Solar radiation prediction using classical and evolutionary techniques |
| topic | Greenhouse System identification Evolutionary algorithms Regressive methods |
| topic_facet | Greenhouse System identification Evolutionary algorithms Regressive methods |
| url | http://hdl.handle.net/10198/2769 |
| visible | 1 |