Controle PID e preditivo: aspectos teóricos e de implantação prática

Detalhes bibliográficos
Ano de defesa: 2011
Autor(a) principal: Adão, Aurélio Agostinho
Orientador(a): Almeida, Otacílio da Mota
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Não Informado pela instituição
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: http://www.repositorio.ufc.br/handle/riufc/2276
Resumo: Nowadays, we observe the exponential increasing of demand for performance optimization in all areas of modern life. This search for better performances is also occurring in all industry sectors, either factory or energy activities. This best performances reflects an increase is all levels and achieve enormously the process control systems. With more strict performance requirement, technique formerly studied only in academic circle has been migrate for industry area, opening new horizons and establishing new concepts in general. It is not different with the process control systems, even in particular at the lowest level of implementation (factory’s floor) has been noted a constantly update. This paper is inserted into this last concept, in other words, into the project of loop control process at lowest level of the plant. Thus the aspect of tuning of conventional multivariable like PID (Proportional, Integral, Derivative) controllers (MIMO) and MIMO predictive controllers based on models like GPC (Generalized Predictive Control) type are studied aiming to the practical implementation. Several system control aspects, such as identification of process through parametric and nonparametric technical with different representations and aspects of decoupling between the process loop, as it is MIMO system, are also dealt, discussed and implemented. For that purpose, two plants were developed at IFPI’s NEE (Núcleo de Engenharia Elétrica) laboratory. The first platform consists of MIMO system of ventilation and heating; the second platform is a system of coupled double tanks. As a conclusion of the study of practical experiments conducted, can be established that the best control for a process depends on the application for which it is destined and for the proper functioning is necessary the theoretical and practical knowledge of the dynamic of the process. Thus an appropriated controller depends also on the use of a good identification technique.
id UFC-7_8460de3ab8225a10a4852de10e482b59
oai_identifier_str oai:repositorio.ufc.br:riufc/2276
network_acronym_str UFC-7
network_name_str Repositório Institucional da Universidade Federal do Ceará (UFC)
repository_id_str
spelling Adão, Aurélio AgostinhoAlmeida, Otacílio da Mota2012-03-12T14:54:58Z2012-03-12T14:54:58Z2011ADÃO, A. A. Controle PID e preditivo: aspectos teóricos e de implantação prática. 2011. 85 f. Dissertação (Mestrado em Engenharia Elétrica)-Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2011.http://www.repositorio.ufc.br/handle/riufc/2276Nowadays, we observe the exponential increasing of demand for performance optimization in all areas of modern life. This search for better performances is also occurring in all industry sectors, either factory or energy activities. This best performances reflects an increase is all levels and achieve enormously the process control systems. With more strict performance requirement, technique formerly studied only in academic circle has been migrate for industry area, opening new horizons and establishing new concepts in general. It is not different with the process control systems, even in particular at the lowest level of implementation (factory’s floor) has been noted a constantly update. This paper is inserted into this last concept, in other words, into the project of loop control process at lowest level of the plant. Thus the aspect of tuning of conventional multivariable like PID (Proportional, Integral, Derivative) controllers (MIMO) and MIMO predictive controllers based on models like GPC (Generalized Predictive Control) type are studied aiming to the practical implementation. Several system control aspects, such as identification of process through parametric and nonparametric technical with different representations and aspects of decoupling between the process loop, as it is MIMO system, are also dealt, discussed and implemented. For that purpose, two plants were developed at IFPI’s NEE (Núcleo de Engenharia Elétrica) laboratory. The first platform consists of MIMO system of ventilation and heating; the second platform is a system of coupled double tanks. As a conclusion of the study of practical experiments conducted, can be established that the best control for a process depends on the application for which it is destined and for the proper functioning is necessary the theoretical and practical knowledge of the dynamic of the process. Thus an appropriated controller depends also on the use of a good identification technique.Atualmente se observa o incremento exponencial das exigências pela otimização de desempenho em todos os setores da vida moderna. Esta busca por melhor desempenho também tem ocorrido em todos os setores da indústria, seja ela de atividade fabril ou de energia. Melhor desempenho no setor industrial se reflete em melhorias em todos os níveis e isto alcança de sobremaneira os sistemas de controle de processos. Com requisitos de desempenho mais rígido, técnicas antigamente estudadas somente em meio acadêmico tem migrado para a indústria abrindo novos horizontes e estabelecendo novos conceitos de uma forma geral. Com os sistemas de controle de processos não é diferente e em particular em seu mais baixo nível de implementação (chão de fábrica) tem se observado uma atualização constante. Esta dissertação está inserida neste último contexto ou seja no projeto das malhas de controle de um sistema de controle de processos. Desta forma aspectos de sintonia de controladores convencionais do tipo PID (Proporcional, Integral, Derivativo) multivariáveis (MIMO) e controladores MIMO preditivo baseado em modelos do tipo GPC (Generalized Predictive Control) são estudados visando a implementação prática. Vários aspectos do sistema de controle tais como a identificação do processo através de técnicas paramétricas e não paramétricas com diferentes representações e aspectos do desacoplamento entre as malhas do processo, por se tratar de sistemas MIMO, são também abordadas, discutidas e implementadas. Para este propósito duas plataformas de desenvolvimento foram desenvolvidas no laboratório do Núcleo de Engenharia Elétrica NEEL do IFPI. A primeira plataforma consiste em sistema MIMO de ventilação e aquecimento, a segunda plataforma um sistema de tanques duplo acoplados. Como conclusão do estudo dos experimentos práticos realizados pode-se estabelecer que o melhor controle para um processo depende da aplicação ao qual este é destinado e para o bom funcionamento é necessário o conhecimento teórico e prático da dinâmica do processo. Assim um bom controlador depende também do emprego de uma técnica de identificação adequada.Engenharia elétricaControladores PIDControle preditivoControle PID e preditivo: aspectos teóricos e de implantação práticainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisporreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFCinfo:eu-repo/semantics/openAccessLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.ufc.br/bitstream/riufc/2276/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52ORIGINAL2011_dis_aaadao.pdf2011_dis_aaadao.pdfapplication/pdf2439084http://repositorio.ufc.br/bitstream/riufc/2276/1/2011_dis_aaadao.pdf395d539f6ea85cc18be20a49e4ab8654MD51riufc/22762020-11-26 17:38:12.236oai:repositorio.ufc.br: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Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2020-11-26T20:38:12Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.pt_BR.fl_str_mv Controle PID e preditivo: aspectos teóricos e de implantação prática
title Controle PID e preditivo: aspectos teóricos e de implantação prática
spellingShingle Controle PID e preditivo: aspectos teóricos e de implantação prática
Adão, Aurélio Agostinho
Engenharia elétrica
Controladores PID
Controle preditivo
title_short Controle PID e preditivo: aspectos teóricos e de implantação prática
title_full Controle PID e preditivo: aspectos teóricos e de implantação prática
title_fullStr Controle PID e preditivo: aspectos teóricos e de implantação prática
title_full_unstemmed Controle PID e preditivo: aspectos teóricos e de implantação prática
title_sort Controle PID e preditivo: aspectos teóricos e de implantação prática
author Adão, Aurélio Agostinho
author_facet Adão, Aurélio Agostinho
author_role author
dc.contributor.author.fl_str_mv Adão, Aurélio Agostinho
dc.contributor.advisor1.fl_str_mv Almeida, Otacílio da Mota
contributor_str_mv Almeida, Otacílio da Mota
dc.subject.por.fl_str_mv Engenharia elétrica
Controladores PID
Controle preditivo
topic Engenharia elétrica
Controladores PID
Controle preditivo
description Nowadays, we observe the exponential increasing of demand for performance optimization in all areas of modern life. This search for better performances is also occurring in all industry sectors, either factory or energy activities. This best performances reflects an increase is all levels and achieve enormously the process control systems. With more strict performance requirement, technique formerly studied only in academic circle has been migrate for industry area, opening new horizons and establishing new concepts in general. It is not different with the process control systems, even in particular at the lowest level of implementation (factory’s floor) has been noted a constantly update. This paper is inserted into this last concept, in other words, into the project of loop control process at lowest level of the plant. Thus the aspect of tuning of conventional multivariable like PID (Proportional, Integral, Derivative) controllers (MIMO) and MIMO predictive controllers based on models like GPC (Generalized Predictive Control) type are studied aiming to the practical implementation. Several system control aspects, such as identification of process through parametric and nonparametric technical with different representations and aspects of decoupling between the process loop, as it is MIMO system, are also dealt, discussed and implemented. For that purpose, two plants were developed at IFPI’s NEE (Núcleo de Engenharia Elétrica) laboratory. The first platform consists of MIMO system of ventilation and heating; the second platform is a system of coupled double tanks. As a conclusion of the study of practical experiments conducted, can be established that the best control for a process depends on the application for which it is destined and for the proper functioning is necessary the theoretical and practical knowledge of the dynamic of the process. Thus an appropriated controller depends also on the use of a good identification technique.
publishDate 2011
dc.date.issued.fl_str_mv 2011
dc.date.accessioned.fl_str_mv 2012-03-12T14:54:58Z
dc.date.available.fl_str_mv 2012-03-12T14:54:58Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv ADÃO, A. A. Controle PID e preditivo: aspectos teóricos e de implantação prática. 2011. 85 f. Dissertação (Mestrado em Engenharia Elétrica)-Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2011.
dc.identifier.uri.fl_str_mv http://www.repositorio.ufc.br/handle/riufc/2276
identifier_str_mv ADÃO, A. A. Controle PID e preditivo: aspectos teóricos e de implantação prática. 2011. 85 f. Dissertação (Mestrado em Engenharia Elétrica)-Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2011.
url http://www.repositorio.ufc.br/handle/riufc/2276
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal do Ceará (UFC)
instname:Universidade Federal do Ceará (UFC)
instacron:UFC
instname_str Universidade Federal do Ceará (UFC)
instacron_str UFC
institution UFC
reponame_str Repositório Institucional da Universidade Federal do Ceará (UFC)
collection Repositório Institucional da Universidade Federal do Ceará (UFC)
bitstream.url.fl_str_mv http://repositorio.ufc.br/bitstream/riufc/2276/2/license.txt
http://repositorio.ufc.br/bitstream/riufc/2276/1/2011_dis_aaadao.pdf
bitstream.checksum.fl_str_mv 8a4605be74aa9ea9d79846c1fba20a33
395d539f6ea85cc18be20a49e4ab8654
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)
repository.mail.fl_str_mv bu@ufc.br || repositorio@ufc.br
_version_ 1847793384696053760