Análise do desempenho de sistemas de controle

Detalhes bibliográficos
Autor(a) principal: Souza, Davi Leonardo de
Data de Publicação: 2007
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFU
Texto Completo: https://repositorio.ufu.br/handle/123456789/15272
Resumo: When the controller s performance is reduced along the time and the control efficiency is no longer satisfactory, then it is necessary to develop certain techniques for continuously monitor control systems such as it can keep track of process changes maintaining the characteristics of efficiency of the original controller design. The divergences between controlled variables and the desired setpoint can be quantified by a single number that is known as performance index. In the present work, a novel way of evaluating the control process performance is introduced and applied as a new measure of performance for a control structure. For doing that, the knowledge of the invariants of the process under feedback and factorization tools of linear local models were applied for designing a new reference model. The proposed techniques were used as a reference of what can or cannot be achieved by a particular system operating under the action of a feedback control law: minimum variance control (MVC), proportional-integral (PI), and model predictive control (MPC). Hence, the proposed performance indexes are the tools for the evaluation of the behavior of the control system during regular industrial operation, not only based upon the physical point of view, in which the reference is treated as a realizable system, but also from a theoretical point of view, in which the model factorization procedure takes place, and therefore allowing the extraction of the invariant part of a system, changing the system to its easiest controlled form description, and then serving as a reference model for the calculation of the performance index, with a low computing cost and preserving the importance of interactions and high frequency effects for balancing the reference behavior. In this work was investigated, with success, the effect of coupling, interactions and quality degradation of the control for SISO (Single-Input and Signle-Output) and MIMO (Multiple-Input and Multiple-Output) processes. The results show that the proposed technique are effective and a viable tool for process monitoring and controlled systems performance evaluation.
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spelling 2016-06-22T18:41:57Z2012-02-062016-06-22T18:41:57Z2007-09-14SOUZA, Davi Leonardo de. Análise do desempenho de sistemas de controle. 2007. 144 f. Dissertação (Mestrado em Engenharias) - Universidade Federal de Uberlândia, Uberlândia, 2007.https://repositorio.ufu.br/handle/123456789/15272When the controller s performance is reduced along the time and the control efficiency is no longer satisfactory, then it is necessary to develop certain techniques for continuously monitor control systems such as it can keep track of process changes maintaining the characteristics of efficiency of the original controller design. The divergences between controlled variables and the desired setpoint can be quantified by a single number that is known as performance index. In the present work, a novel way of evaluating the control process performance is introduced and applied as a new measure of performance for a control structure. For doing that, the knowledge of the invariants of the process under feedback and factorization tools of linear local models were applied for designing a new reference model. The proposed techniques were used as a reference of what can or cannot be achieved by a particular system operating under the action of a feedback control law: minimum variance control (MVC), proportional-integral (PI), and model predictive control (MPC). Hence, the proposed performance indexes are the tools for the evaluation of the behavior of the control system during regular industrial operation, not only based upon the physical point of view, in which the reference is treated as a realizable system, but also from a theoretical point of view, in which the model factorization procedure takes place, and therefore allowing the extraction of the invariant part of a system, changing the system to its easiest controlled form description, and then serving as a reference model for the calculation of the performance index, with a low computing cost and preserving the importance of interactions and high frequency effects for balancing the reference behavior. In this work was investigated, with success, the effect of coupling, interactions and quality degradation of the control for SISO (Single-Input and Signle-Output) and MIMO (Multiple-Input and Multiple-Output) processes. The results show that the proposed technique are effective and a viable tool for process monitoring and controlled systems performance evaluation.Quando o desempenho de um controlador se reduz ao longo do tempo e a eficiência de controle já não é mais satisfatória, tem-se que o controle em vigor ficou obsoleto devido às mudanças ocorridas no processo. Dessa forma, surge a necessidade de se desenvolver técnicas de monitoramento contínuo de sistemas de controle para que o mesmo possa acompanhar as mudanças ocorridas no processo, mantendo as características de eficiência do projeto original do controlador. As divergências entre variáveis controladas e os valores desejados (setpoint) podem ser quantificadas por um número que ´e conhecido como ´índice de desempenho. Neste trabalho, investiga-se o desempenho de sistemas de controle através de novas medidas de desempenho para estruturas de controle. As medidas propostas utilizam o conhecimento dos invariantes do processo obtidos através de ferramentas de fatoração de modelos locais lineares e da definição de um padrão de referencia `a ação possível de controle para plantas operando com controladores feedback para casos de controladores com variância mínima (MVC), proporcional-integral (PI) e controlador preditivo baseado em modelos (MPC). Desta forma, a técnica proposta neste trabalho serve como uma ferramenta para a avaliação do comportamento do sistema de controle durante a operação industrial, pois, tanto do ponto de vista físico, por se tratar de uma referencia realizável, quanto do ponto de vista teórico, que ao realizar a fatoração, as informações dos invariantes dos modelos são extraídos, fazendo com que os mesmos se tornem mais fáceis de serem controlados, então, servindo como referencia para o cálculo do ´índice de desempenho para o sistema. As técnicas propostas possuem baixo custo computacional e preservam a importância de interações e efeitos de elevadas freqüências no compromisso entre a atenuação da sensibilidade das perturbações e a velocidade de resposta da malha de controle avaliada. Investigou-se então, com sucesso, o efeito de acoplamentos, interações e degradação da qualidade do controle para processos com uma entrada e uma saída (SISO) e sistemas com múltiplas entradas e múltiplas saídas (MIMO), comprovando então a eficácia da técnica proposta como uma ferramenta viável para o monitoramento e avaliação de sistemas de controle.Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorMestre em Engenharia Químicaapplication/pdfporUniversidade Federal de UberlândiaPrograma de Pós-graduação em Engenharia QuímicaUFUBREngenhariasControle de ProcessoÍndice de DesempenhoFatoraçãoMatrizes de InteraçãoPerformance indexFactorizationInteractor matrixCNPQ::ENGENHARIAS::ENGENHARIA QUIMICAAnálise do desempenho de sistemas de controleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisLopes, Luís Cláudio Oliveirahttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4797749Y8Assis, Adilson José dehttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4728863Z6Lima, Enrique Luishttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4783285Z2Henrique, Humberto Molinarhttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4784204Z6http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4777720P0Souza, Davi Leonardo deinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFUinstname:Universidade Federal de Uberlândia (UFU)instacron:UFUTHUMBNAILDavi.pdf.jpgDavi.pdf.jpgGenerated Thumbnailimage/jpeg1388https://repositorio.ufu.br/bitstream/123456789/15272/3/Davi.pdf.jpg3228d1fccb4f08a64c0f908ac16cfd96MD53ORIGINALDavi.pdfapplication/pdf1629747https://repositorio.ufu.br/bitstream/123456789/15272/1/Davi.pdfdee4ba97ab7ee21c0c00a353f7c4d07bMD51TEXTDavi.pdf.txtDavi.pdf.txtExtracted texttext/plain197110https://repositorio.ufu.br/bitstream/123456789/15272/2/Davi.pdf.txt9ec1400b988ab11c467bd15a031195b1MD52123456789/152722016-06-23 04:13:45.568oai:repositorio.ufu.br:123456789/15272Repositório InstitucionalONGhttp://repositorio.ufu.br/oai/requestdiinf@dirbi.ufu.bropendoar:2016-06-23T07:13:45Repositório Institucional da UFU - Universidade Federal de Uberlândia (UFU)false
dc.title.por.fl_str_mv Análise do desempenho de sistemas de controle
title Análise do desempenho de sistemas de controle
spellingShingle Análise do desempenho de sistemas de controle
Souza, Davi Leonardo de
Controle de Processo
Índice de Desempenho
Fatoração
Matrizes de Interação
Performance index
Factorization
Interactor matrix
CNPQ::ENGENHARIAS::ENGENHARIA QUIMICA
title_short Análise do desempenho de sistemas de controle
title_full Análise do desempenho de sistemas de controle
title_fullStr Análise do desempenho de sistemas de controle
title_full_unstemmed Análise do desempenho de sistemas de controle
title_sort Análise do desempenho de sistemas de controle
author Souza, Davi Leonardo de
author_facet Souza, Davi Leonardo de
author_role author
dc.contributor.advisor1.fl_str_mv Lopes, Luís Cláudio Oliveira
dc.contributor.advisor1Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4797749Y8
dc.contributor.referee1.fl_str_mv Assis, Adilson José de
dc.contributor.referee1Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4728863Z6
dc.contributor.referee2.fl_str_mv Lima, Enrique Luis
dc.contributor.referee2Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4783285Z2
dc.contributor.referee3.fl_str_mv Henrique, Humberto Molinar
dc.contributor.referee3Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4784204Z6
dc.contributor.authorLattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4777720P0
dc.contributor.author.fl_str_mv Souza, Davi Leonardo de
contributor_str_mv Lopes, Luís Cláudio Oliveira
Assis, Adilson José de
Lima, Enrique Luis
Henrique, Humberto Molinar
dc.subject.por.fl_str_mv Controle de Processo
Índice de Desempenho
Fatoração
Matrizes de Interação
topic Controle de Processo
Índice de Desempenho
Fatoração
Matrizes de Interação
Performance index
Factorization
Interactor matrix
CNPQ::ENGENHARIAS::ENGENHARIA QUIMICA
dc.subject.eng.fl_str_mv Performance index
Factorization
Interactor matrix
dc.subject.cnpq.fl_str_mv CNPQ::ENGENHARIAS::ENGENHARIA QUIMICA
description When the controller s performance is reduced along the time and the control efficiency is no longer satisfactory, then it is necessary to develop certain techniques for continuously monitor control systems such as it can keep track of process changes maintaining the characteristics of efficiency of the original controller design. The divergences between controlled variables and the desired setpoint can be quantified by a single number that is known as performance index. In the present work, a novel way of evaluating the control process performance is introduced and applied as a new measure of performance for a control structure. For doing that, the knowledge of the invariants of the process under feedback and factorization tools of linear local models were applied for designing a new reference model. The proposed techniques were used as a reference of what can or cannot be achieved by a particular system operating under the action of a feedback control law: minimum variance control (MVC), proportional-integral (PI), and model predictive control (MPC). Hence, the proposed performance indexes are the tools for the evaluation of the behavior of the control system during regular industrial operation, not only based upon the physical point of view, in which the reference is treated as a realizable system, but also from a theoretical point of view, in which the model factorization procedure takes place, and therefore allowing the extraction of the invariant part of a system, changing the system to its easiest controlled form description, and then serving as a reference model for the calculation of the performance index, with a low computing cost and preserving the importance of interactions and high frequency effects for balancing the reference behavior. In this work was investigated, with success, the effect of coupling, interactions and quality degradation of the control for SISO (Single-Input and Signle-Output) and MIMO (Multiple-Input and Multiple-Output) processes. The results show that the proposed technique are effective and a viable tool for process monitoring and controlled systems performance evaluation.
publishDate 2007
dc.date.issued.fl_str_mv 2007-09-14
dc.date.available.fl_str_mv 2012-02-06
2016-06-22T18:41:57Z
dc.date.accessioned.fl_str_mv 2016-06-22T18:41:57Z
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 SOUZA, Davi Leonardo de. Análise do desempenho de sistemas de controle. 2007. 144 f. Dissertação (Mestrado em Engenharias) - Universidade Federal de Uberlândia, Uberlândia, 2007.
dc.identifier.uri.fl_str_mv https://repositorio.ufu.br/handle/123456789/15272
identifier_str_mv SOUZA, Davi Leonardo de. Análise do desempenho de sistemas de controle. 2007. 144 f. Dissertação (Mestrado em Engenharias) - Universidade Federal de Uberlândia, Uberlândia, 2007.
url https://repositorio.ufu.br/handle/123456789/15272
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dc.publisher.none.fl_str_mv Universidade Federal de Uberlândia
dc.publisher.program.fl_str_mv Programa de Pós-graduação em Engenharia Química
dc.publisher.initials.fl_str_mv UFU
dc.publisher.country.fl_str_mv BR
dc.publisher.department.fl_str_mv Engenharias
publisher.none.fl_str_mv Universidade Federal de Uberlândia
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