Auto-tuning control techniques applied to a neonatal incubator

Detalhes bibliográficos
Autor(a) principal: Pereira, René Descartes Olímpio
Data de Publicação: 2016
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Institucional da Universidade Federal do Ceará (UFC)
Texto Completo: http://www.repositorio.ufc.br/handle/riufc/62815
Resumo: This work studies and proposes techniques of automatic tuning of controllers for single-inputsingle-output (SISO) and two-inputs-two-outputs (TITO) processes with dead time. Furthermore, it proposes a dead-time compensator (DTC) based on generalized predictive control (GPC) with anti-windup action. Firstly, generalities about the studied auto-tuning methodology are presented. The auto-tuning of proportional-integral-derivative (PID) controllers for SISO processes is studied e new methods for integrating and unstable processes are proposed. Following, it is proposed the auto-tuning of the simplified filtered Smith predictor, a robust dead-time compensator for stable, unstable and integrating SISO processes. The results for SISO processes are then extended for the auto-tuning of PID controllers for TITO processes. Finally, the GPC-based DTC with anti-windup action is presented. Its formulation can cope with stable, unstable and integrating SISO processes. Simulation results are presented, where studied and proposed methods are compared with other recent methods of the literature, highlighting their properties and advantages. Experimental results for stable SISO and TITO processes were obtained by applying the studied methods on the control of temperature and relative humidity of a neonatal incubator prototype and verify the effectiveness of the studied and proposed methods in a practical context.
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spelling Auto-tuning control techniques applied to a neonatal incubatorAuto-tuning control techniques applied to a neonatal incubatorPID controllersControlador de auto-ajusteControle automáticoControle PIDProcessos TITOCompensador de atraso de transporteThis work studies and proposes techniques of automatic tuning of controllers for single-inputsingle-output (SISO) and two-inputs-two-outputs (TITO) processes with dead time. Furthermore, it proposes a dead-time compensator (DTC) based on generalized predictive control (GPC) with anti-windup action. Firstly, generalities about the studied auto-tuning methodology are presented. The auto-tuning of proportional-integral-derivative (PID) controllers for SISO processes is studied e new methods for integrating and unstable processes are proposed. Following, it is proposed the auto-tuning of the simplified filtered Smith predictor, a robust dead-time compensator for stable, unstable and integrating SISO processes. The results for SISO processes are then extended for the auto-tuning of PID controllers for TITO processes. Finally, the GPC-based DTC with anti-windup action is presented. Its formulation can cope with stable, unstable and integrating SISO processes. Simulation results are presented, where studied and proposed methods are compared with other recent methods of the literature, highlighting their properties and advantages. Experimental results for stable SISO and TITO processes were obtained by applying the studied methods on the control of temperature and relative humidity of a neonatal incubator prototype and verify the effectiveness of the studied and proposed methods in a practical context.Este trabalho estuda e propõe técnicas de sintonia automática de controladores para processos de uma entrada e uma saída (SISO, do inglês single-input-single-output) e de duas entradas e duas saídas (TITO, do inglês two-input-two-output) com atraso de transporte. Além disso, ele propõe um compensador de atraso de transporte (DTC, do inglês dead-time compensator) baseado em controle preditivo generalizado (GPC, do inglês generalized predictive control) com ação anti-windup. Primeiramente, são apresentadas generalidades sobre a metodologia de sintonia automática estudada. A sintonia automática de controladores proporcional-integralderivativos (PID) para processos SISO é estudada e novos métodos para processos integradores e instáveis são propostos. Em seguida, é proposta a sintonia automática do preditor de Smith filtrado simplificado, um compensador de atraso de transporte robusto para processos SISO estáveis, instáveis e integradores. Os resultados para processos SISO são então estendidos para a sintonia automática de controladores PID para processos TITO. Finalmente, o DTC baseado em GPC com ação anti-windup é apresentado. Sua formulação pode lidar com processos SISO estáveis, instáveis e integradores. São apresentados resultados de simulações, onde os métodos estudados e propostos são comparados com outros métodos recentes da literatura, destacando suas propriedades e vantagens. Resultados experimentais para processos SISO e TITO estáveis foram obtidos aplicando os métodos estudados no controle de temperatura e umidade relativa de um protótipo de incubadora neonatal e verificam a eficácia dos métodos estudados e propostos em um contexto prático.Torrico, Bismark ClaureNogueira, Fabrício GonzalezPereira, René Descartes Olímpio2021-12-08T14:19:41Z2021-12-08T14:19:41Z2016info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfPEREIRA, René Descartes Olimpio. Auto-tuning control techniques applied to a neonatal incubator. 2016. 143 f. Dissertação (Mestrado em Engenharia Elétrica) – Universidade Federal do Ceará, Centro de Tecnologia, Programa de Pós-graduação em Engenharia Elétrica, Fortaleza, 2016.http://www.repositorio.ufc.br/handle/riufc/62815engreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFCinfo:eu-repo/semantics/openAccess2022-11-17T12:37:11Zoai:repositorio.ufc.br:riufc/62815Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2022-11-17T12:37:11Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.none.fl_str_mv Auto-tuning control techniques applied to a neonatal incubator
Auto-tuning control techniques applied to a neonatal incubator
title Auto-tuning control techniques applied to a neonatal incubator
spellingShingle Auto-tuning control techniques applied to a neonatal incubator
Pereira, René Descartes Olímpio
PID controllers
Controlador de auto-ajuste
Controle automático
Controle PID
Processos TITO
Compensador de atraso de transporte
title_short Auto-tuning control techniques applied to a neonatal incubator
title_full Auto-tuning control techniques applied to a neonatal incubator
title_fullStr Auto-tuning control techniques applied to a neonatal incubator
title_full_unstemmed Auto-tuning control techniques applied to a neonatal incubator
title_sort Auto-tuning control techniques applied to a neonatal incubator
author Pereira, René Descartes Olímpio
author_facet Pereira, René Descartes Olímpio
author_role author
dc.contributor.none.fl_str_mv Torrico, Bismark Claure
Nogueira, Fabrício Gonzalez
dc.contributor.author.fl_str_mv Pereira, René Descartes Olímpio
dc.subject.por.fl_str_mv PID controllers
Controlador de auto-ajuste
Controle automático
Controle PID
Processos TITO
Compensador de atraso de transporte
topic PID controllers
Controlador de auto-ajuste
Controle automático
Controle PID
Processos TITO
Compensador de atraso de transporte
description This work studies and proposes techniques of automatic tuning of controllers for single-inputsingle-output (SISO) and two-inputs-two-outputs (TITO) processes with dead time. Furthermore, it proposes a dead-time compensator (DTC) based on generalized predictive control (GPC) with anti-windup action. Firstly, generalities about the studied auto-tuning methodology are presented. The auto-tuning of proportional-integral-derivative (PID) controllers for SISO processes is studied e new methods for integrating and unstable processes are proposed. Following, it is proposed the auto-tuning of the simplified filtered Smith predictor, a robust dead-time compensator for stable, unstable and integrating SISO processes. The results for SISO processes are then extended for the auto-tuning of PID controllers for TITO processes. Finally, the GPC-based DTC with anti-windup action is presented. Its formulation can cope with stable, unstable and integrating SISO processes. Simulation results are presented, where studied and proposed methods are compared with other recent methods of the literature, highlighting their properties and advantages. Experimental results for stable SISO and TITO processes were obtained by applying the studied methods on the control of temperature and relative humidity of a neonatal incubator prototype and verify the effectiveness of the studied and proposed methods in a practical context.
publishDate 2016
dc.date.none.fl_str_mv 2016
2021-12-08T14:19:41Z
2021-12-08T14:19:41Z
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.uri.fl_str_mv PEREIRA, René Descartes Olimpio. Auto-tuning control techniques applied to a neonatal incubator. 2016. 143 f. Dissertação (Mestrado em Engenharia Elétrica) – Universidade Federal do Ceará, Centro de Tecnologia, Programa de Pós-graduação em Engenharia Elétrica, Fortaleza, 2016.
http://www.repositorio.ufc.br/handle/riufc/62815
identifier_str_mv PEREIRA, René Descartes Olimpio. Auto-tuning control techniques applied to a neonatal incubator. 2016. 143 f. Dissertação (Mestrado em Engenharia Elétrica) – Universidade Federal do Ceará, Centro de Tecnologia, Programa de Pós-graduação em Engenharia Elétrica, Fortaleza, 2016.
url http://www.repositorio.ufc.br/handle/riufc/62815
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.format.none.fl_str_mv application/pdf
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)
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
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