Feasibility of a simplified model for a latent thermal energy storage unit for integration with multiphysics systems

Detalhes bibliográficos
Autor(a) principal: Thiago Torres Martins Rocha
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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spelling 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
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFMG
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
instacron_str UFMG
institution UFMG
reponame_str Repositório Institucional da UFMG
collection Repositório Institucional da UFMG
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