Temperature control strategies comparison: a case study of an industrial semi-batch hydrogenation reactor

Detalhes bibliográficos
Autor(a) principal: Lima, Fabrício Feijó de
Data de Publicação: 2020
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Biblioteca Digital de Teses e Dissertações da USP
Texto Completo: https://www.teses.usp.br/teses/disponiveis/97/97139/tde-06082021-084510/
Resumo: Nowadays, semi-batch processes are widely used due to their high added-value products and their production flexibility. Therefore, the optimization of this kind of process plays a major role to guarantee economic performance of the business. In this work, an industrial hydrogenation reactor from a multinational chemical company located at São Paulo state in Brazil was mathematically modeled and then simulated at MATLAB. The model, based on the reaction\'s kinetics, and mass and energy balances, was validated through real plant data and then, the open-loop dynamic of the process was evaluated through a model sensitivity analysis. In the light of model sensitivity analysis, three new temperature control strategies were proposed: cascade, override and cascade+override. These techniques were then compared with each other and with the current feedback controller of the industrial hydrogenation reactor. As a result, the cascade controller showed good results regarding not only temperature tracking but also for product quality and then was chosen as the most suitable for this case study. In addition, several future work proposals were done, aiming the use of tools to refine the model, use of the model to perform operational training and process safety analysis, development and comparison with other control strategies, and investigation of anti-reset windup and controller\'s tuning methodologies.
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spelling Temperature control strategies comparison: a case study of an industrial semi-batch hydrogenation reactorComparação de estratégias de controle de temperatura: um estudo de caso de um reator de hidrogenação industrial semi-batelada.Estratégia de controle de temperaturaHidrogenaçãoHydrogenationReator semi-bateladaSemi-batch reactorTemperature control strategyNowadays, semi-batch processes are widely used due to their high added-value products and their production flexibility. Therefore, the optimization of this kind of process plays a major role to guarantee economic performance of the business. In this work, an industrial hydrogenation reactor from a multinational chemical company located at São Paulo state in Brazil was mathematically modeled and then simulated at MATLAB. The model, based on the reaction\'s kinetics, and mass and energy balances, was validated through real plant data and then, the open-loop dynamic of the process was evaluated through a model sensitivity analysis. In the light of model sensitivity analysis, three new temperature control strategies were proposed: cascade, override and cascade+override. These techniques were then compared with each other and with the current feedback controller of the industrial hydrogenation reactor. As a result, the cascade controller showed good results regarding not only temperature tracking but also for product quality and then was chosen as the most suitable for this case study. In addition, several future work proposals were done, aiming the use of tools to refine the model, use of the model to perform operational training and process safety analysis, development and comparison with other control strategies, and investigation of anti-reset windup and controller\'s tuning methodologies.Nos dias de hoje, os processos semi-batelada são amplamente utilizados devido ao grande valor agregado de seus produtos e a flexibilidade de produção. Portanto, a otimização deste tipo de processo é muito importante para garantir a performance econômica do negócio. No presente trabalho, um reator de hidrogenação industrial de uma empresa química multinacional localizada no estado de São Paulo no Brasil foi modelado matematicamente e depois simulado no MATLAB. O modelo, baseado na cinética da reação e nos balanços de massa e energia, foi validado através de dados reais da planta e então, a dinâmica do processo em malha aberta foi avaliada através de uma análise de sensibilidade do processo. Sob a luz da análise de sensibilidade, foram propostas três novas estratégias de controle de temperatura: cascata, override e cascata+override. Estas técnicas foram então comparadas entre si e com o atual controle feedback do reator industrial de hidrogenação. Como resultado, o controlador cascata apresentou bons resultados não apenas para o controle de temperatura, mas também, para a qualidade do produto e então, foi escolhido como o mais adequado para este estudo de caso. Adicionalmente, diversas propostas de trabalhos futuros foram feitas, focando no uso de ferramentas para refinar o modelo, uso do modelo para executar treinamentos operacionais e análises de segurança de processos, desenvolvimento e comparação com outras estratégias de controle e investigação de metodologias de anti-reset windup e sintonia de controladores.Biblioteca Digitais de Teses e Dissertações da USPGuimarães, Daniela Helena PelegrineLima, Fabrício Feijó de2020-04-29info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/97/97139/tde-06082021-084510/reponame:Biblioteca Digital de Teses e Dissertações da USPinstname:Universidade de São Paulo (USP)instacron:USPLiberar o conteúdo para acesso público.info:eu-repo/semantics/openAccesseng2021-08-06T11:47:02Zoai:teses.usp.br:tde-06082021-084510Biblioteca Digital de Teses e Dissertaçõeshttp://www.teses.usp.br/PUBhttp://www.teses.usp.br/cgi-bin/mtd2br.plvirginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.bropendoar:27212021-08-06T11:47:02Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Temperature control strategies comparison: a case study of an industrial semi-batch hydrogenation reactor
Comparação de estratégias de controle de temperatura: um estudo de caso de um reator de hidrogenação industrial semi-batelada.
title Temperature control strategies comparison: a case study of an industrial semi-batch hydrogenation reactor
spellingShingle Temperature control strategies comparison: a case study of an industrial semi-batch hydrogenation reactor
Lima, Fabrício Feijó de
Estratégia de controle de temperatura
Hidrogenação
Hydrogenation
Reator semi-batelada
Semi-batch reactor
Temperature control strategy
title_short Temperature control strategies comparison: a case study of an industrial semi-batch hydrogenation reactor
title_full Temperature control strategies comparison: a case study of an industrial semi-batch hydrogenation reactor
title_fullStr Temperature control strategies comparison: a case study of an industrial semi-batch hydrogenation reactor
title_full_unstemmed Temperature control strategies comparison: a case study of an industrial semi-batch hydrogenation reactor
title_sort Temperature control strategies comparison: a case study of an industrial semi-batch hydrogenation reactor
author Lima, Fabrício Feijó de
author_facet Lima, Fabrício Feijó de
author_role author
dc.contributor.none.fl_str_mv Guimarães, Daniela Helena Pelegrine
dc.contributor.author.fl_str_mv Lima, Fabrício Feijó de
dc.subject.por.fl_str_mv Estratégia de controle de temperatura
Hidrogenação
Hydrogenation
Reator semi-batelada
Semi-batch reactor
Temperature control strategy
topic Estratégia de controle de temperatura
Hidrogenação
Hydrogenation
Reator semi-batelada
Semi-batch reactor
Temperature control strategy
description Nowadays, semi-batch processes are widely used due to their high added-value products and their production flexibility. Therefore, the optimization of this kind of process plays a major role to guarantee economic performance of the business. In this work, an industrial hydrogenation reactor from a multinational chemical company located at São Paulo state in Brazil was mathematically modeled and then simulated at MATLAB. The model, based on the reaction\'s kinetics, and mass and energy balances, was validated through real plant data and then, the open-loop dynamic of the process was evaluated through a model sensitivity analysis. In the light of model sensitivity analysis, three new temperature control strategies were proposed: cascade, override and cascade+override. These techniques were then compared with each other and with the current feedback controller of the industrial hydrogenation reactor. As a result, the cascade controller showed good results regarding not only temperature tracking but also for product quality and then was chosen as the most suitable for this case study. In addition, several future work proposals were done, aiming the use of tools to refine the model, use of the model to perform operational training and process safety analysis, development and comparison with other control strategies, and investigation of anti-reset windup and controller\'s tuning methodologies.
publishDate 2020
dc.date.none.fl_str_mv 2020-04-29
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 https://www.teses.usp.br/teses/disponiveis/97/97139/tde-06082021-084510/
url https://www.teses.usp.br/teses/disponiveis/97/97139/tde-06082021-084510/
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv
dc.rights.driver.fl_str_mv Liberar o conteúdo para acesso público.
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Liberar o conteúdo para acesso público.
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
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dc.publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
dc.source.none.fl_str_mv
reponame:Biblioteca Digital de Teses e Dissertações da USP
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
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institution USP
reponame_str Biblioteca Digital de Teses e Dissertações da USP
collection Biblioteca Digital de Teses e Dissertações da USP
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)
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