Modeling and predictive control using fuzzy logic: Application for a polymerization system

Detalhes bibliográficos
Autor(a) principal: Lima, Nádson Murilo Nascimento
Data de Publicação: 2010
Outros Autores: Liñan, Lamia Zuñiga, Maciel Filho, Rubens, Maciel, Maria R. Wolf, Embiruçu, Marcelo, Grácio, Filipe
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFBA
Texto Completo: http://repositorio.ufba.br/ri/handle/ri/13456
Resumo: Texto completo: acesso restrito. p.965-978
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spelling Lima, Nádson Murilo NascimentoLiñan, Lamia ZuñigaMaciel Filho, RubensMaciel, Maria R. WolfEmbiruçu, MarceloGrácio, FilipeLima, Nádson Murilo NascimentoLiñan, Lamia ZuñigaMaciel Filho, RubensMaciel, Maria R. WolfEmbiruçu, MarceloGrácio, Filipe2013-10-31T18:30:26Z20100001-1541http://repositorio.ufba.br/ri/handle/ri/13456v. 56, n. 4Texto completo: acesso restrito. p.965-978In this study, a predictive control system based on type Takagi-Sugeno fuzzy models was developed for a polymerization process. Such processes typically have a highly nonlinear dynamic behavior causing the performance of controllers based on conventional internal models to be poor or to require considerable effort in controller tuning. The copolymerization of methyl methacrylate with vinyl acetate was considered for analysis of the performance of the proposed control system. A nonlinear mathematical model which describes the reaction plant was used for data generation and implementation of the controller. The modeling using the fuzzy approach showed an excellent capacity for output prediction as a function of dynamic data input. The performance of the projected control system and dynamic matrix control for regulatory and servo problems were compared and the obtained results showed that the control system design is robust, of simple implementation and provides a better response than conventional predictive control.Submitted by Suelen Reis (suziy.ellen@gmail.com) on 2013-09-03T16:03:09Z No. of bitstreams: 1 Nádson M. N. Lima.pdf: 931394 bytes, checksum: 805d81140b7607432ee75e7a55c3ed6f (MD5)Approved for entry into archive by Rodrigo Meirelles (rodrigomei@ufba.br) on 2013-10-31T18:30:26Z (GMT) No. of bitstreams: 1 Nádson M. N. Lima.pdf: 931394 bytes, checksum: 805d81140b7607432ee75e7a55c3ed6f (MD5)Made available in DSpace on 2013-10-31T18:30:26Z (GMT). No. of bitstreams: 1 Nádson M. N. Lima.pdf: 931394 bytes, checksum: 805d81140b7607432ee75e7a55c3ed6f (MD5) Previous issue date: 2010http://dx.doi.org/10.1002/aic.12030reponame:Repositório Institucional da UFBAinstname:Universidade Federal da Bahia (UFBA)instacron:UFBAModel predictive controlFuzzy dynamic modelingModel identificationTakagi-Sugeno modelCopolymerizationModeling and predictive control using fuzzy logic: Application for a polymerization systemAIChE Journalinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article10000-01-01info:eu-repo/semantics/openAccessengLICENSElicense.txtlicense.txttext/plain1762https://repositorio.ufba.br/bitstream/ri/13456/2/license.txt1b89a9a0548218172d7c829f87a0eab9MD52ORIGINALNádson M. N. Lima.pdfNádson M. N. Lima.pdfapplication/pdf931394https://repositorio.ufba.br/bitstream/ri/13456/1/N%c3%a1dson%20M.%20N.%20Lima.pdf805d81140b7607432ee75e7a55c3ed6fMD51TEXTNádson M. N. Lima.pdf.txtNádson M. N. 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dc.title.pt_BR.fl_str_mv Modeling and predictive control using fuzzy logic: Application for a polymerization system
dc.title.alternative.pt_BR.fl_str_mv AIChE Journal
title Modeling and predictive control using fuzzy logic: Application for a polymerization system
spellingShingle Modeling and predictive control using fuzzy logic: Application for a polymerization system
Lima, Nádson Murilo Nascimento
Model predictive control
Fuzzy dynamic modeling
Model identification
Takagi-Sugeno model
Copolymerization
title_short Modeling and predictive control using fuzzy logic: Application for a polymerization system
title_full Modeling and predictive control using fuzzy logic: Application for a polymerization system
title_fullStr Modeling and predictive control using fuzzy logic: Application for a polymerization system
title_full_unstemmed Modeling and predictive control using fuzzy logic: Application for a polymerization system
title_sort Modeling and predictive control using fuzzy logic: Application for a polymerization system
author Lima, Nádson Murilo Nascimento
author_facet Lima, Nádson Murilo Nascimento
Liñan, Lamia Zuñiga
Maciel Filho, Rubens
Maciel, Maria R. Wolf
Embiruçu, Marcelo
Grácio, Filipe
author_role author
author2 Liñan, Lamia Zuñiga
Maciel Filho, Rubens
Maciel, Maria R. Wolf
Embiruçu, Marcelo
Grácio, Filipe
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Lima, Nádson Murilo Nascimento
Liñan, Lamia Zuñiga
Maciel Filho, Rubens
Maciel, Maria R. Wolf
Embiruçu, Marcelo
Grácio, Filipe
Lima, Nádson Murilo Nascimento
Liñan, Lamia Zuñiga
Maciel Filho, Rubens
Maciel, Maria R. Wolf
Embiruçu, Marcelo
Grácio, Filipe
dc.subject.por.fl_str_mv Model predictive control
Fuzzy dynamic modeling
Model identification
Takagi-Sugeno model
Copolymerization
topic Model predictive control
Fuzzy dynamic modeling
Model identification
Takagi-Sugeno model
Copolymerization
description Texto completo: acesso restrito. p.965-978
publishDate 2010
dc.date.issued.fl_str_mv 2010
dc.date.accessioned.fl_str_mv 2013-10-31T18:30:26Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://repositorio.ufba.br/ri/handle/ri/13456
dc.identifier.issn.none.fl_str_mv 0001-1541
dc.identifier.number.pt_BR.fl_str_mv v. 56, n. 4
identifier_str_mv 0001-1541
v. 56, n. 4
url http://repositorio.ufba.br/ri/handle/ri/13456
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.pt_BR.fl_str_mv http://dx.doi.org/10.1002/aic.12030
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFBA
instname:Universidade Federal da Bahia (UFBA)
instacron:UFBA
instname_str Universidade Federal da Bahia (UFBA)
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reponame_str Repositório Institucional da UFBA
collection Repositório Institucional da UFBA
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