Fuzzy control applied to an electrical power generation system mounted on tractors for driving of agricultural implements

Detalhes bibliográficos
Autor(a) principal: Soares,Fabricio T.
Data de Publicação: 2016
Outros Autores: Cappelli,Nelson L., Garcia,Angel P., Umezu,Claudio K.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Engenharia Agrícola
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162016000500846
Resumo: ABSTRACT The demand of the agricultural sector for more operationally efficient machines and implements motivated the development of alternatives for driving of this equipment. Aiming an electrical supply to apply in agricultural implements, this study proposes a system that uses the tractor power take off to activate a synchronous generator, using a fuzzy logic controller designed to regulate the generated voltage level. Different control architectures were tested and evaluated by simulations. In the initial stage were evaluated fuzzy PI, fuzzy PD and fuzzy PID controllers of multiple inputs and single output (MISO) and the error of the generated voltage as state variable. Subsequently, it was evaluated a fuzzy PI controller of single input and multiple outputs (SIMO) with a modified rule base for the system. In the final stage, the angular drive speed was included as state variable of the controller. The behavior of each architecture was analyzed by means of performance indexes. The results show that among the tested controllers, the modified fuzzy PI SIMO presented the best performance values while maintaining the operating variables within the established limits.
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spelling Fuzzy control applied to an electrical power generation system mounted on tractors for driving of agricultural implementssynchronous generatorpower take offelectrical implementsABSTRACT The demand of the agricultural sector for more operationally efficient machines and implements motivated the development of alternatives for driving of this equipment. Aiming an electrical supply to apply in agricultural implements, this study proposes a system that uses the tractor power take off to activate a synchronous generator, using a fuzzy logic controller designed to regulate the generated voltage level. Different control architectures were tested and evaluated by simulations. In the initial stage were evaluated fuzzy PI, fuzzy PD and fuzzy PID controllers of multiple inputs and single output (MISO) and the error of the generated voltage as state variable. Subsequently, it was evaluated a fuzzy PI controller of single input and multiple outputs (SIMO) with a modified rule base for the system. In the final stage, the angular drive speed was included as state variable of the controller. The behavior of each architecture was analyzed by means of performance indexes. The results show that among the tested controllers, the modified fuzzy PI SIMO presented the best performance values while maintaining the operating variables within the established limits.Associação Brasileira de Engenharia Agrícola2016-10-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162016000500846Engenharia Agrícola v.36 n.5 2016reponame:Engenharia Agrícolainstname:Associação Brasileira de Engenharia Agrícola (SBEA)instacron:SBEA10.1590/1809-4430-Eng.Agric.v36n5p846-857/2016info:eu-repo/semantics/openAccessSoares,Fabricio T.Cappelli,Nelson L.Garcia,Angel P.Umezu,Claudio K.eng2016-09-21T00:00:00Zoai:scielo:S0100-69162016000500846Revistahttp://www.engenhariaagricola.org.br/ORGhttps://old.scielo.br/oai/scielo-oai.phprevistasbea@sbea.org.br||sbea@sbea.org.br1809-44300100-6916opendoar:2016-09-21T00:00Engenharia Agrícola - Associação Brasileira de Engenharia Agrícola (SBEA)false
dc.title.none.fl_str_mv Fuzzy control applied to an electrical power generation system mounted on tractors for driving of agricultural implements
title Fuzzy control applied to an electrical power generation system mounted on tractors for driving of agricultural implements
spellingShingle Fuzzy control applied to an electrical power generation system mounted on tractors for driving of agricultural implements
Soares,Fabricio T.
synchronous generator
power take off
electrical implements
title_short Fuzzy control applied to an electrical power generation system mounted on tractors for driving of agricultural implements
title_full Fuzzy control applied to an electrical power generation system mounted on tractors for driving of agricultural implements
title_fullStr Fuzzy control applied to an electrical power generation system mounted on tractors for driving of agricultural implements
title_full_unstemmed Fuzzy control applied to an electrical power generation system mounted on tractors for driving of agricultural implements
title_sort Fuzzy control applied to an electrical power generation system mounted on tractors for driving of agricultural implements
author Soares,Fabricio T.
author_facet Soares,Fabricio T.
Cappelli,Nelson L.
Garcia,Angel P.
Umezu,Claudio K.
author_role author
author2 Cappelli,Nelson L.
Garcia,Angel P.
Umezu,Claudio K.
author2_role author
author
author
dc.contributor.author.fl_str_mv Soares,Fabricio T.
Cappelli,Nelson L.
Garcia,Angel P.
Umezu,Claudio K.
dc.subject.por.fl_str_mv synchronous generator
power take off
electrical implements
topic synchronous generator
power take off
electrical implements
description ABSTRACT The demand of the agricultural sector for more operationally efficient machines and implements motivated the development of alternatives for driving of this equipment. Aiming an electrical supply to apply in agricultural implements, this study proposes a system that uses the tractor power take off to activate a synchronous generator, using a fuzzy logic controller designed to regulate the generated voltage level. Different control architectures were tested and evaluated by simulations. In the initial stage were evaluated fuzzy PI, fuzzy PD and fuzzy PID controllers of multiple inputs and single output (MISO) and the error of the generated voltage as state variable. Subsequently, it was evaluated a fuzzy PI controller of single input and multiple outputs (SIMO) with a modified rule base for the system. In the final stage, the angular drive speed was included as state variable of the controller. The behavior of each architecture was analyzed by means of performance indexes. The results show that among the tested controllers, the modified fuzzy PI SIMO presented the best performance values while maintaining the operating variables within the established limits.
publishDate 2016
dc.date.none.fl_str_mv 2016-10-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162016000500846
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162016000500846
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/1809-4430-Eng.Agric.v36n5p846-857/2016
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Associação Brasileira de Engenharia Agrícola
publisher.none.fl_str_mv Associação Brasileira de Engenharia Agrícola
dc.source.none.fl_str_mv Engenharia Agrícola v.36 n.5 2016
reponame:Engenharia Agrícola
instname:Associação Brasileira de Engenharia Agrícola (SBEA)
instacron:SBEA
instname_str Associação Brasileira de Engenharia Agrícola (SBEA)
instacron_str SBEA
institution SBEA
reponame_str Engenharia Agrícola
collection Engenharia Agrícola
repository.name.fl_str_mv Engenharia Agrícola - Associação Brasileira de Engenharia Agrícola (SBEA)
repository.mail.fl_str_mv revistasbea@sbea.org.br||sbea@sbea.org.br
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