Publicação
Greenhouse air temperature control using the particle swarm optimisation algorithm
| Resumo: | The particle swarm optimisation algorithm is proposed as a new method to design a model based predictive controller subject to restrictions. Its performance is compared with the one obtained by using a genetic algorithm for the environmental temperature control of a greenhouse. Controller outputs are computed in order to optimise future behaviour of the greenhouse environment, regarding set-point tracking and minimisation of the control effort over a prediction horizon of one hour with a one-minute sampling period. |
|---|---|
| Autores principais: | Coelho, João Paulo |
| Outros Autores: | Cunha, José Boaventura; Oliveira, Paulo de Moura |
| Assunto: | Model predictive control Agriculture Particle swarm optimisation algorithms |
| Ano: | 2002 |
| 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_ | 1867173146897940480 |
|---|---|
| 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 | 2002-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2010-11-09T16:11:58Z |
| datacite.date.embargoed.fl_str_mv | 2010-11-09T16:11:58Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Model predictive control Agriculture Particle swarm optimisation algorithms |
| datacite.titles.title.fl_str_mv | Greenhouse air temperature control using the particle swarm optimisation algorithm |
| 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 | 2002-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2010-11-09T16:11:58Z |
| dc.date.embargoed.fl_str_mv | 2010-11-09T16:11:58Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10198/2763 |
| 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 | Model predictive control Agriculture Particle swarm optimisation algorithms |
| dc.title.fl_str_mv | Greenhouse air temperature control using the particle swarm optimisation algorithm |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_5794 |
| description | The particle swarm optimisation algorithm is proposed as a new method to design a model based predictive controller subject to restrictions. Its performance is compared with the one obtained by using a genetic algorithm for the environmental temperature control of a greenhouse. Controller outputs are computed in order to optimise future behaviour of the greenhouse environment, regarding set-point tracking and minimisation of the control effort over a prediction horizon of one hour with a one-minute sampling period. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | conferencePaper |
| fulltext.url.fl_str_mv | https://bibliotecadigital.ipb.pt/bitstreams/4c48e285-8650-4fb3-84af-174174746a09/download |
| id | ipb_1cfbefeffcead585e8fd2fc57e79fb2c |
| identifier.url.fl_str_mv | http://hdl.handle.net/10198/2763 |
| 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:10198/2763 |
| 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 | 2002 |
| reponame_str | Biblioteca Digital do IPB |
| repository_id_str | urn:repositoryAcronym:ipb |
| service_str_mv | urn:repositoryAcronym:ipb |
| spelling | engThe particle swarm optimisation algorithm is proposed as a new method to design a model based predictive controller subject to restrictions. Its performance is compared with the one obtained by using a genetic algorithm for the environmental temperature control of a greenhouse. Controller outputs are computed in order to optimise future behaviour of the greenhouse environment, regarding set-point tracking and minimisation of the control effort over a prediction horizon of one hour with a one-minute sampling period.application/pdfporGreenhouse air temperature control using the particle swarm optimisation algorithmPersonalCoelho, 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.pt2010-11-09T16:11:58Z20022002-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/2763http://purl.org/coar/access_right/c_abf2open accessModel predictive controlAgricultureParticle swarm optimisation algorithms174905 bytesother research producthttp://purl.org/coar/resource_type/c_5794conference paperhttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/4c48e285-8650-4fb3-84af-174174746a09/download15th IFAC World Congress on Automatic ControlBarcelona – Espanha |
| spellingShingle | Greenhouse air temperature control using the particle swarm optimisation algorithm Coelho, João Paulo Model predictive control Agriculture Particle swarm optimisation algorithms |
| status | SINGLETON |
| subject.fl_str_mv | Model predictive control Agriculture Particle swarm optimisation algorithms |
| title | Greenhouse air temperature control using the particle swarm optimisation algorithm |
| title_full | Greenhouse air temperature control using the particle swarm optimisation algorithm |
| title_fullStr | Greenhouse air temperature control using the particle swarm optimisation algorithm |
| title_full_unstemmed | Greenhouse air temperature control using the particle swarm optimisation algorithm |
| title_short | Greenhouse air temperature control using the particle swarm optimisation algorithm |
| title_sort | Greenhouse air temperature control using the particle swarm optimisation algorithm |
| topic | Model predictive control Agriculture Particle swarm optimisation algorithms |
| topic_facet | Model predictive control Agriculture Particle swarm optimisation algorithms |
| url | http://hdl.handle.net/10198/2763 |
| visible | 1 |