High performance controller for drying processes - doi: 10.4025/actascitechnol.v35i2.14775

Detalhes bibliográficos
Autor(a) principal: Boeri, Camila Nicola
Data de Publicação: 2012
Outros Autores: Silva, Fernando Neto da, Ferreira, Jorge
Tipo de documento: Artigo
Idioma: por
eng
Título da fonte: Acta scientiarum. Technology (Online)
Texto Completo: http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/14775
Resumo: This paper proposes a high performance nonlinear fuzzy multi-input-multi-output controller for a drying control process. The highly nonlinear characteristics of drying processes make classical control theory unable to provide the same performance results as it does in more well behaved systems. Advanced control strategies may be used to design temperature, relative humidity and air velocity nonlinear tracking controllers to overcome its highly non-linear dynamics over the whole drying operating conditions. Open-loop experiments were carried out to collect experienced-based knowledge of the process. PID and Fuzzy logic (FLC) real-time-based controllers were designed to perform food drying tests and compared without controllers’ retuning. Absolute errors reached by FLC-based controller were 3.71 and 3.93 times lower than PID for temperature and relative humidity, respectively.  
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spelling High performance controller for drying processes - doi: 10.4025/actascitechnol.v35i2.14775dryingFuzzy logic controllerPID controllerrelative humiditytemperatureair velocityControlThis paper proposes a high performance nonlinear fuzzy multi-input-multi-output controller for a drying control process. The highly nonlinear characteristics of drying processes make classical control theory unable to provide the same performance results as it does in more well behaved systems. Advanced control strategies may be used to design temperature, relative humidity and air velocity nonlinear tracking controllers to overcome its highly non-linear dynamics over the whole drying operating conditions. Open-loop experiments were carried out to collect experienced-based knowledge of the process. PID and Fuzzy logic (FLC) real-time-based controllers were designed to perform food drying tests and compared without controllers’ retuning. Absolute errors reached by FLC-based controller were 3.71 and 3.93 times lower than PID for temperature and relative humidity, respectively.  Universidade Estadual De Maringá2012-12-20info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/1477510.4025/actascitechnol.v35i2.14775Acta Scientiarum. Technology; Vol 35 No 2 (2013); 279-289Acta Scientiarum. Technology; v. 35 n. 2 (2013); 279-2891806-25631807-8664reponame:Acta scientiarum. Technology (Online)instname:Universidade Estadual de Maringá (UEM)instacron:UEMporenghttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/14775/pdfhttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/14775/pdf_1Boeri, Camila NicolaSilva, Fernando Neto daFerreira, Jorgeinfo:eu-repo/semantics/openAccess2024-05-17T13:03:26Zoai:periodicos.uem.br/ojs:article/14775Revistahttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/indexPUBhttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/oai||actatech@uem.br1807-86641806-2563opendoar:2024-05-17T13:03:26Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM)false
dc.title.none.fl_str_mv High performance controller for drying processes - doi: 10.4025/actascitechnol.v35i2.14775
title High performance controller for drying processes - doi: 10.4025/actascitechnol.v35i2.14775
spellingShingle High performance controller for drying processes - doi: 10.4025/actascitechnol.v35i2.14775
Boeri, Camila Nicola
drying
Fuzzy logic controller
PID controller
relative humidity
temperature
air velocity
Control
title_short High performance controller for drying processes - doi: 10.4025/actascitechnol.v35i2.14775
title_full High performance controller for drying processes - doi: 10.4025/actascitechnol.v35i2.14775
title_fullStr High performance controller for drying processes - doi: 10.4025/actascitechnol.v35i2.14775
title_full_unstemmed High performance controller for drying processes - doi: 10.4025/actascitechnol.v35i2.14775
title_sort High performance controller for drying processes - doi: 10.4025/actascitechnol.v35i2.14775
author Boeri, Camila Nicola
author_facet Boeri, Camila Nicola
Silva, Fernando Neto da
Ferreira, Jorge
author_role author
author2 Silva, Fernando Neto da
Ferreira, Jorge
author2_role author
author
dc.contributor.author.fl_str_mv Boeri, Camila Nicola
Silva, Fernando Neto da
Ferreira, Jorge
dc.subject.por.fl_str_mv drying
Fuzzy logic controller
PID controller
relative humidity
temperature
air velocity
Control
topic drying
Fuzzy logic controller
PID controller
relative humidity
temperature
air velocity
Control
description This paper proposes a high performance nonlinear fuzzy multi-input-multi-output controller for a drying control process. The highly nonlinear characteristics of drying processes make classical control theory unable to provide the same performance results as it does in more well behaved systems. Advanced control strategies may be used to design temperature, relative humidity and air velocity nonlinear tracking controllers to overcome its highly non-linear dynamics over the whole drying operating conditions. Open-loop experiments were carried out to collect experienced-based knowledge of the process. PID and Fuzzy logic (FLC) real-time-based controllers were designed to perform food drying tests and compared without controllers’ retuning. Absolute errors reached by FLC-based controller were 3.71 and 3.93 times lower than PID for temperature and relative humidity, respectively.  
publishDate 2012
dc.date.none.fl_str_mv 2012-12-20
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/14775
10.4025/actascitechnol.v35i2.14775
url http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/14775
identifier_str_mv 10.4025/actascitechnol.v35i2.14775
dc.language.iso.fl_str_mv por
eng
language por
eng
dc.relation.none.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/14775/pdf
http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/14775/pdf_1
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade Estadual De Maringá
publisher.none.fl_str_mv Universidade Estadual De Maringá
dc.source.none.fl_str_mv Acta Scientiarum. Technology; Vol 35 No 2 (2013); 279-289
Acta Scientiarum. Technology; v. 35 n. 2 (2013); 279-289
1806-2563
1807-8664
reponame:Acta scientiarum. Technology (Online)
instname:Universidade Estadual de Maringá (UEM)
instacron:UEM
instname_str Universidade Estadual de Maringá (UEM)
instacron_str UEM
institution UEM
reponame_str Acta scientiarum. Technology (Online)
collection Acta scientiarum. Technology (Online)
repository.name.fl_str_mv Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM)
repository.mail.fl_str_mv ||actatech@uem.br
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