Feasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systems
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Tipo de documento: | Tese |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UFMG |
Texto Completo: | http://hdl.handle.net/1843/63459 |
Resumo: | The goal of this work is to assess the suitability of a simplified model for the melting of a phase-change material, verifying its accuracy and simulation time. Initially, a mathematical model is formulated and solved with Ansys® Fluent, being validated with two experimental datasets, using lauric acid. The effects of altering the porosity constant, material properties, and their interaction were assessed. It was evidenced that, by holding the porosity constant of validation in another geometry, absolute average deviations as high as 38.0% could be achieved, whereas this error could be reduced to 5.7% with a proper adjustment. The numerical results of this computational fluid dynamics model were also used to derive an effective thermal conductivity, for later use. Subsequently, a simplified model based on the pure conduction was developed and implemented in Python language, including the natural convection of the liquid phase-change material trough the effective thermal conductivity. A horizontal shell-and-tube unit was chosen, since it is one of the most employed configuration in heat exchangers using phase-change materials. The results of this simplified model revealed maximum and absolute average deviations of 8.17% and 4.32%, compared to the computational fluid dynamics model, and 7.43 % and 1.67%, compared to experimental data, respectively, with a 3500 fold reduction on the simulation time. Therefore, the proposed model can be considered feasible for integration with multiphysics systems. |
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Raphael Nunes de Oliveirahttp://lattes.cnpq.br/0514681655241468Paulo Vinicius TrevizoliAntonio Augusto Torres MaiaLuiz MachadoRalney Nogueira de FariaFelipe Raul Ponce Arrietahttp://lattes.cnpq.br/6378129638579747Thiago Torres Martins Rocha2024-01-29T16:03:49Z2024-01-29T16:03:49Z2023-12-14http://hdl.handle.net/1843/63459The goal of this work is to assess the suitability of a simplified model for the melting of a phase-change material, verifying its accuracy and simulation time. Initially, a mathematical model is formulated and solved with Ansys® Fluent, being validated with two experimental datasets, using lauric acid. The effects of altering the porosity constant, material properties, and their interaction were assessed. It was evidenced that, by holding the porosity constant of validation in another geometry, absolute average deviations as high as 38.0% could be achieved, whereas this error could be reduced to 5.7% with a proper adjustment. The numerical results of this computational fluid dynamics model were also used to derive an effective thermal conductivity, for later use. Subsequently, a simplified model based on the pure conduction was developed and implemented in Python language, including the natural convection of the liquid phase-change material trough the effective thermal conductivity. A horizontal shell-and-tube unit was chosen, since it is one of the most employed configuration in heat exchangers using phase-change materials. The results of this simplified model revealed maximum and absolute average deviations of 8.17% and 4.32%, compared to the computational fluid dynamics model, and 7.43 % and 1.67%, compared to experimental data, respectively, with a 3500 fold reduction on the simulation time. Therefore, the proposed model can be considered feasible for integration with multiphysics systems.O objetivo deste trabalho é avaliar a adequação de um modelo simplificado para a fusão de um material com mudança de fase, verificando sua precisão e tempo de simulação. Inicialmente, um modelo matemático é formulado e resolvido com o Ansys® Fluent, sendo validado com dois conjuntos de dados experimentais, utilizando o ácido láurico. Os efeitos da alteração da constante de porosidade, das propriedades do material e de sua interação foram avaliados. Evidenciou-se que, mantendo-se a constante de porosidade de validação em outra geometria, desvios médios absolutos de até 38,0% são obtidos, enquanto esse erro pode ser reduzido para 5,7% com um ajuste adequado. Os resultados numéricos de dinâmica de fluidos computacional também foram utilizados para derivar uma condutividade térmica efetiva, para uso subsequente. Posteriormente, um modelo simplificado baseado na condução pura foi desenvolvido e implementado em linguagem Python, incluindo a convecção natural da fase líquida do material de mudança de fase através da condutividade térmica efetiva. Adotou-se uma unidade horizontal do tipo casco e tubo por ser largamente utilizada em trocadores de calor que utilizam materiais com mudança de fase. Os resultados deste modelo simplificado revelaram desvios máximo e médio absoluto de 8,17% e 4,32%, comparados ao modelo de dinâmica de fluidos computacional, e 7,43% e 1,67%, comparados aos dados experimentais, respetivamente, com uma redução de 3500 vezes no tempo de simulação. Portanto, o modelo proposto pode ser considerado viável para integração em sistemas multifísicos.FAPEMIG - Fundação de Amparo à Pesquisa do Estado de Minas GeraisCAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorengUniversidade Federal de Minas GeraisPrograma de Pós-Graduação em Engenharia MecanicaUFMGBrasilENG - DEPARTAMENTO DE ENGENHARIA MECÂNICAhttp://creativecommons.org/licenses/by-nd/3.0/pt/info:eu-repo/semantics/openAccessEngenharia mecânicaCalor - ArmazenamentoEnergiaPorosidadeDinâmica dos fluidos computacionalCondutividade térmicaDinâmica dos fluidosLatent thermal energy storagePhase-change materialComputational fluid dynamicsPorosity constantEffective thermal conductivityFeasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systemsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGORIGINALFeasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systems.pdfFeasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systems.pdfapplication/pdf4800553https://repositorio.ufmg.br/bitstream/1843/63459/1/Feasibility%20of%20a%20simplified%20model%20for%20a%20latent%20thermal%20energy%20storage%20unit%20for%20integration%20with%20multiphysics%20systems.pdf2cef265b5bf86c13e58bb620a07063e2MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805https://repositorio.ufmg.br/bitstream/1843/63459/2/license_rdf00e5e6a57d5512d202d12cb48704dfd6MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82118https://repositorio.ufmg.br/bitstream/1843/63459/3/license.txtcda590c95a0b51b4d15f60c9642ca272MD531843/634592024-01-29 13:03:50.135oai:repositorio.ufmg.br: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ório de PublicaçõesPUBhttps://repositorio.ufmg.br/oaiopendoar:2024-01-29T16:03:50Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false |
dc.title.pt_BR.fl_str_mv |
Feasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systems |
title |
Feasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systems |
spellingShingle |
Feasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systems Thiago Torres Martins Rocha Latent thermal energy storage Phase-change material Computational fluid dynamics Porosity constant Effective thermal conductivity Engenharia mecânica Calor - Armazenamento Energia Porosidade Dinâmica dos fluidos computacional Condutividade térmica Dinâmica dos fluidos |
title_short |
Feasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systems |
title_full |
Feasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systems |
title_fullStr |
Feasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systems |
title_full_unstemmed |
Feasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systems |
title_sort |
Feasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systems |
author |
Thiago Torres Martins Rocha |
author_facet |
Thiago Torres Martins Rocha |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Raphael Nunes de Oliveira |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/0514681655241468 |
dc.contributor.advisor-co1.fl_str_mv |
Paulo Vinicius Trevizoli |
dc.contributor.referee1.fl_str_mv |
Antonio Augusto Torres Maia |
dc.contributor.referee2.fl_str_mv |
Luiz Machado |
dc.contributor.referee3.fl_str_mv |
Ralney Nogueira de Faria |
dc.contributor.referee4.fl_str_mv |
Felipe Raul Ponce Arrieta |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/6378129638579747 |
dc.contributor.author.fl_str_mv |
Thiago Torres Martins Rocha |
contributor_str_mv |
Raphael Nunes de Oliveira Paulo Vinicius Trevizoli Antonio Augusto Torres Maia Luiz Machado Ralney Nogueira de Faria Felipe Raul Ponce Arrieta |
dc.subject.por.fl_str_mv |
Latent thermal energy storage Phase-change material Computational fluid dynamics Porosity constant Effective thermal conductivity |
topic |
Latent thermal energy storage Phase-change material Computational fluid dynamics Porosity constant Effective thermal conductivity Engenharia mecânica Calor - Armazenamento Energia Porosidade Dinâmica dos fluidos computacional Condutividade térmica Dinâmica dos fluidos |
dc.subject.other.pt_BR.fl_str_mv |
Engenharia mecânica Calor - Armazenamento Energia Porosidade Dinâmica dos fluidos computacional Condutividade térmica Dinâmica dos fluidos |
description |
The goal of this work is to assess the suitability of a simplified model for the melting of a phase-change material, verifying its accuracy and simulation time. Initially, a mathematical model is formulated and solved with Ansys® Fluent, being validated with two experimental datasets, using lauric acid. The effects of altering the porosity constant, material properties, and their interaction were assessed. It was evidenced that, by holding the porosity constant of validation in another geometry, absolute average deviations as high as 38.0% could be achieved, whereas this error could be reduced to 5.7% with a proper adjustment. The numerical results of this computational fluid dynamics model were also used to derive an effective thermal conductivity, for later use. Subsequently, a simplified model based on the pure conduction was developed and implemented in Python language, including the natural convection of the liquid phase-change material trough the effective thermal conductivity. A horizontal shell-and-tube unit was chosen, since it is one of the most employed configuration in heat exchangers using phase-change materials. The results of this simplified model revealed maximum and absolute average deviations of 8.17% and 4.32%, compared to the computational fluid dynamics model, and 7.43 % and 1.67%, compared to experimental data, respectively, with a 3500 fold reduction on the simulation time. Therefore, the proposed model can be considered feasible for integration with multiphysics systems. |
publishDate |
2023 |
dc.date.issued.fl_str_mv |
2023-12-14 |
dc.date.accessioned.fl_str_mv |
2024-01-29T16:03:49Z |
dc.date.available.fl_str_mv |
2024-01-29T16:03:49Z |
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.uri.fl_str_mv |
http://hdl.handle.net/1843/63459 |
url |
http://hdl.handle.net/1843/63459 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
http://creativecommons.org/licenses/by-nd/3.0/pt/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
http://creativecommons.org/licenses/by-nd/3.0/pt/ |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Universidade Federal de Minas Gerais |
dc.publisher.program.fl_str_mv |
Programa de Pós-Graduação em Engenharia Mecanica |
dc.publisher.initials.fl_str_mv |
UFMG |
dc.publisher.country.fl_str_mv |
Brasil |
dc.publisher.department.fl_str_mv |
ENG - DEPARTAMENTO DE ENGENHARIA MECÂNICA |
publisher.none.fl_str_mv |
Universidade Federal de Minas Gerais |
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reponame:Repositório Institucional da UFMG instname:Universidade Federal de Minas Gerais (UFMG) instacron:UFMG |
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UFMG |
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UFMG |
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Repositório Institucional da UFMG |
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Repositório Institucional da UFMG |
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