Global Optimization of the Design of Shell-and-Tube Heat Exchangers Considering Fouling Modelling
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Outros Autores: | |
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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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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por |
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openAccess |
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Universidade do Estado do Rio de Janeiro |
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Programa de Pós-Graduação em Engenharia Química |
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UERJ |
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Brasil |
dc.publisher.department.fl_str_mv |
Centro de Tecnologia e Ciências::Instituto de Química |
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Universidade do Estado do Rio de Janeiro |
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