Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling

Detalhes bibliográficos
Autor(a) principal: Lemos, Julia Coelho
Data de Publicação: 2018
Outros Autores: ju_1512@hotmail.com
Tipo de documento: Tese
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UERJ
Texto Completo: http://www.bdtd.uerj.br/handle/1/18896
Resumo: Heat exchangers are equipment responsible for altering the temperature and/or physical state of process streams. During the operation, these equipment are subjected to fouling phenomenon, what causes a decrease in heat transfer, increasing the operational and maintenance costs. The approach used to deal with this problem during the heat exchanger design is to insert additional thermal resistances when calculating the overall heat transfer coefficient. However, these additional resistances, represented as fouling resistances, ignore the fact that the fouling rate is affected by the thermo-fluid dynamic conditions in the interior of the equipment. Therefore, each alternative for the design solution is associated to a different fouling rate. Concluding, the present thesis presents an investigation of how the fouling models can be inserted in the heat exchanger design optimization problem. Through applying mathematical programming techniques, formulations of the problem are proposed considering two types of fouling models: (i) a model in which the fouling resistance depends on the flow velocity, typically applied to systems involving water streams and (ii) a fouling rate model that depends on flow velocity and temperature, applied to crude oil streams in preheat trains in atmospherically distillation units in refineries. The first formulation results in an integer linear programming problem (ILP) and the second one in a mixed integer linear programing problem (MILP). The linear nature of both formulations allows the identification of the global optimum, even when using conventional optimization algorithms. The formulations proposed are able to identify the feasible solutions for the heat exchanger design with lower cost than those obtained through the conventional design considering constant fouling resistances.
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spelling Costa, André Luiz Hemerlyhttp://lattes.cnpq.br/8951119580894280Bagajewicz, Miguel Jorgehttp://lattes.cnpq.br/6559989890133001Alberton, André Luís http://lattes.cnpq.br/8926865010313541Lima, Eduardo Rocha de Almeidahttp://lattes.cnpq.br/3438617323078694Fernandes, Heloísa Lajas Sanches http://lattes.cnpq.br/2840875338255590Queiroz, Eduardo Mach http://lattes.cnpq.br/0145732751364477Oliveira, Sérgio Gregório de http://lattes.cnpq.br/1450955328822804http://lattes.cnpq.br/7749554249716655Lemos, Julia Coelhoju_1512@hotmail.com2023-01-17T14:01:15Z2018-10-30LEMOS, Julia Coelho. Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling. 2018. 116 f. Tese (Doutorado em Engenharia Química) - Faculdade de Química, Universidade do Estado do Rio de Janeiro, Rio de Janeiro.http://www.bdtd.uerj.br/handle/1/18896Heat exchangers are equipment responsible for altering the temperature and/or physical state of process streams. During the operation, these equipment are subjected to fouling phenomenon, what causes a decrease in heat transfer, increasing the operational and maintenance costs. The approach used to deal with this problem during the heat exchanger design is to insert additional thermal resistances when calculating the overall heat transfer coefficient. However, these additional resistances, represented as fouling resistances, ignore the fact that the fouling rate is affected by the thermo-fluid dynamic conditions in the interior of the equipment. Therefore, each alternative for the design solution is associated to a different fouling rate. Concluding, the present thesis presents an investigation of how the fouling models can be inserted in the heat exchanger design optimization problem. Through applying mathematical programming techniques, formulations of the problem are proposed considering two types of fouling models: (i) a model in which the fouling resistance depends on the flow velocity, typically applied to systems involving water streams and (ii) a fouling rate model that depends on flow velocity and temperature, applied to crude oil streams in preheat trains in atmospherically distillation units in refineries. The first formulation results in an integer linear programming problem (ILP) and the second one in a mixed integer linear programing problem (MILP). The linear nature of both formulations allows the identification of the global optimum, even when using conventional optimization algorithms. The formulations proposed are able to identify the feasible solutions for the heat exchanger design with lower cost than those obtained through the conventional design considering constant fouling resistances.Trocadores de calor são equipamentos responsáveis pela alteração da temperatura e/ou estado físico de correntes materiais. Durante a sua operação, estes equipamentos estão sujeitos ao fenômeno da deposição, o que causa a diminuição na transferência de calor, levando a um aumento nos custos operacionais e de manutenção. A abordagem usualmente adotada para lidar com este problema durante o projeto dos trocadores de calor é inserir resistências térmicas adicionais no cálculo do coeficiente global de transferência de calor. Entretanto, estas resistências adicionais, representadas na forma de resistências de depósito, ignoram o fato que a taxa de deposição é afetada pelas condições termofluidodinâmicas presentes no interior do equipamento. Por esta razão, cada alternativa de solução para o problema de projeto está associada a uma taxa de deposição diferente. Desta forma, a presente tese apresenta uma investigação de como os modelos de deposição podem ser inseridos no projeto de trocadores de calor na forma de um problema de otimização. Através da aplicação de técnicas de programação matemática, são propostas formulações do problema levando em conta dois tipos de modelos de deposição: (i) um modelo onde a resistência de depósito depende da velocidade de escoamento, tipicamente aplicável a sistemas envolvendo correntes de água de resfriamento e (ii) um modelo de taxa de deposição dependente da velocidade e da temperatura, característico de correntes de óleo cru em baterias de pré-aquecimento em unidades de destilação atmosférica em refinarias. A primeira formulação resulta em um problema de programação linear inteira (ILP) e a segunda formulação corresponde a um problema de programação linear inteira mista (MILP). O caráter linear de ambas as formulações permite a identificação do ótimo global, mesmo utilizando algoritmos de otimização convencionais. As formulações propostas obtiveram resultados compatíveis com o esperado, gerando soluções melhores que as obtidas através da formulação convencional, que considera resistências de depósito constantes.Submitted by Ana Rachel CTC/Q (ana.teles@uerj.br) on 2023-01-17T14:01:15Z No. of bitstreams: 1 Tese - Julia Coelho Lemos - 2018 - Completa.pdf: 2550852 bytes, checksum: 4b7deca63d9c7d74e1520a1e8547a9c7 (MD5)Made available in DSpace on 2023-01-17T14:01:15Z (GMT). No. of bitstreams: 1 Tese - Julia Coelho Lemos - 2018 - Completa.pdf: 2550852 bytes, checksum: 4b7deca63d9c7d74e1520a1e8547a9c7 (MD5) Previous issue date: 2018-10-30Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade do Estado do Rio de JaneiroPrograma de Pós-Graduação em Engenharia QuímicaUERJBrasilCentro de Tecnologia e Ciências::Instituto de QuímicaHeat ExchangerOptimizationFoulingPermutadores térmicosSimulação e otimizaçãoDeposiçãoTrocador de calorOtimizaçãoENGENHARIAS::ENGENHARIA QUIMICA::OPERACOES INDUSTRIAIS E EQUIPAMENTOS PARA ENGENHARIA QUIMICAGlobal Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modellinginfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisinfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UERJinstname:Universidade do Estado do Rio de Janeiro (UERJ)instacron:UERJORIGINALTese - Julia Coelho Lemos - 2018 - Completa.pdfTese - Julia Coelho Lemos - 2018 - Completa.pdfapplication/pdf2550852http://www.bdtd.uerj.br/bitstream/1/18896/2/Tese+-+Julia+Coelho+Lemos+-+2018+-+Completa.pdf4b7deca63d9c7d74e1520a1e8547a9c7MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82123http://www.bdtd.uerj.br/bitstream/1/18896/1/license.txte5502652da718045d7fcd832b79fca29MD511/188962024-02-27 15:35:57.151oai:www.bdtd.uerj.br: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Biblioteca Digital de Teses e Dissertaçõeshttp://www.bdtd.uerj.br/PUBhttps://www.bdtd.uerj.br:8443/oai/requestbdtd.suporte@uerj.bropendoar:29032024-02-27T18:35:57Biblioteca Digital de Teses e Dissertações da UERJ - Universidade do Estado do Rio de Janeiro (UERJ)false
dc.title.por.fl_str_mv Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling
title Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling
spellingShingle Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling
Lemos, Julia Coelho
Heat Exchanger
Optimization
Fouling
Permutadores térmicos
Simulação e otimização
Deposição
Trocador de calor
Otimização
ENGENHARIAS::ENGENHARIA QUIMICA::OPERACOES INDUSTRIAIS E EQUIPAMENTOS PARA ENGENHARIA QUIMICA
title_short Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling
title_full Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling
title_fullStr Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling
title_full_unstemmed Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling
title_sort Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling
author Lemos, Julia Coelho
author_facet Lemos, Julia Coelho
ju_1512@hotmail.com
author_role author
author2 ju_1512@hotmail.com
author2_role author
dc.contributor.advisor1.fl_str_mv Costa, André Luiz Hemerly
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/8951119580894280
dc.contributor.advisor2.fl_str_mv Bagajewicz, Miguel Jorge
dc.contributor.advisor2Lattes.fl_str_mv http://lattes.cnpq.br/6559989890133001
dc.contributor.referee1.fl_str_mv Alberton, André Luís
dc.contributor.referee1Lattes.fl_str_mv  http://lattes.cnpq.br/8926865010313541
dc.contributor.referee2.fl_str_mv Lima, Eduardo Rocha de Almeida
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/3438617323078694
dc.contributor.referee3.fl_str_mv Fernandes, Heloísa Lajas Sanches
dc.contributor.referee3Lattes.fl_str_mv  http://lattes.cnpq.br/2840875338255590
dc.contributor.referee4.fl_str_mv Queiroz, Eduardo Mach
dc.contributor.referee4Lattes.fl_str_mv  http://lattes.cnpq.br/0145732751364477
dc.contributor.referee5.fl_str_mv Oliveira, Sérgio Gregório de
dc.contributor.referee5Lattes.fl_str_mv  http://lattes.cnpq.br/1450955328822804
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/7749554249716655
dc.contributor.author.fl_str_mv Lemos, Julia Coelho
ju_1512@hotmail.com
contributor_str_mv Costa, André Luiz Hemerly
Bagajewicz, Miguel Jorge
Alberton, André Luís
Lima, Eduardo Rocha de Almeida
Fernandes, Heloísa Lajas Sanches
Queiroz, Eduardo Mach
Oliveira, Sérgio Gregório de
dc.subject.eng.fl_str_mv Heat Exchanger
Optimization
Fouling
topic Heat Exchanger
Optimization
Fouling
Permutadores térmicos
Simulação e otimização
Deposição
Trocador de calor
Otimização
ENGENHARIAS::ENGENHARIA QUIMICA::OPERACOES INDUSTRIAIS E EQUIPAMENTOS PARA ENGENHARIA QUIMICA
dc.subject.por.fl_str_mv Permutadores térmicos
Simulação e otimização
Deposição
Trocador de calor
Otimização
dc.subject.cnpq.fl_str_mv ENGENHARIAS::ENGENHARIA QUIMICA::OPERACOES INDUSTRIAIS E EQUIPAMENTOS PARA ENGENHARIA QUIMICA
description Heat exchangers are equipment responsible for altering the temperature and/or physical state of process streams. During the operation, these equipment are subjected to fouling phenomenon, what causes a decrease in heat transfer, increasing the operational and maintenance costs. The approach used to deal with this problem during the heat exchanger design is to insert additional thermal resistances when calculating the overall heat transfer coefficient. However, these additional resistances, represented as fouling resistances, ignore the fact that the fouling rate is affected by the thermo-fluid dynamic conditions in the interior of the equipment. Therefore, each alternative for the design solution is associated to a different fouling rate. Concluding, the present thesis presents an investigation of how the fouling models can be inserted in the heat exchanger design optimization problem. Through applying mathematical programming techniques, formulations of the problem are proposed considering two types of fouling models: (i) a model in which the fouling resistance depends on the flow velocity, typically applied to systems involving water streams and (ii) a fouling rate model that depends on flow velocity and temperature, applied to crude oil streams in preheat trains in atmospherically distillation units in refineries. The first formulation results in an integer linear programming problem (ILP) and the second one in a mixed integer linear programing problem (MILP). The linear nature of both formulations allows the identification of the global optimum, even when using conventional optimization algorithms. The formulations proposed are able to identify the feasible solutions for the heat exchanger design with lower cost than those obtained through the conventional design considering constant fouling resistances.
publishDate 2018
dc.date.issued.fl_str_mv 2018-10-30
dc.date.accessioned.fl_str_mv 2023-01-17T14:01:15Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv LEMOS, Julia Coelho. Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling. 2018. 116 f. Tese (Doutorado em Engenharia Química) - Faculdade de Química, Universidade do Estado do Rio de Janeiro, Rio de Janeiro.
dc.identifier.uri.fl_str_mv http://www.bdtd.uerj.br/handle/1/18896
identifier_str_mv LEMOS, Julia Coelho. Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling. 2018. 116 f. Tese (Doutorado em Engenharia Química) - Faculdade de Química, Universidade do Estado do Rio de Janeiro, Rio de Janeiro.
url http://www.bdtd.uerj.br/handle/1/18896
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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.publisher.none.fl_str_mv Universidade do Estado do Rio de Janeiro
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Engenharia Química
dc.publisher.initials.fl_str_mv UERJ
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Centro de Tecnologia e Ciências::Instituto de Química
publisher.none.fl_str_mv Universidade do Estado do Rio de Janeiro
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UERJ
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