Inverse problem analysis for identification of reaction kinetics constants in microreactors for biodiesel synthesis

Detalhes bibliográficos
Autor(a) principal: Pontes, Péricles Crisiron
Data de Publicação: 2016
Outros Autores: Naveira-Cotta, Carolina Palma
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRJ
Texto Completo: http://hdl.handle.net/11422/8420
Resumo: The theoretical analysis for the design of microreactors in biodiesel production is a complicated task due to the complex liquid-liquid flow and mass transfer processes, and the transesterification reaction that takes place within these microsystems. Thus, computational simulation is an important tool that aids in understanding the physical-chemical phenomenon and, consequently, in determining the suitable conditions that maximize the conversion of triglycerides during the biodiesel synthesis. A diffusive-convective-reactive coupled nonlinear mathematical model, that governs the mass transfer process during the transesterification reaction in parallel plates microreactors, under isothermal conditions, is here described. A hybrid numerical-analytical solution via the Generalized Integral Transform Technique (GITT) for this partial differential system is developed and the eigenfunction expansions convergence rates are extensively analyzed and illustrated. The heuristic method of Particle Swarm Optimization (PSO) is applied in the inverse analysis of the proposed direct problem, to estimate the reaction kinetics constants, which is a critical step in the design of such microsystems. The results present a good agreement with the limited experimental data in the literature, but indicate that the GITT methodology combined with the PSO approach provide a reliable computational algorithm for direct-inverse analysis in such reactive mass transfer problems.
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spelling Inverse problem analysis for identification of reaction kinetics constants in microreactors for biodiesel synthesisMicroreactorsGeneralized Integral Transform TechniqueFluid FlowParticle Swarm OptimizationMass transferBiodieselCNPQ::CIENCIAS EXATAS E DA TERRA::FISICA::AREAS CLASSICAS DE FENOMENOLOGIA E SUAS APLICACOES::DINAMICA DOS FLUIDOSThe theoretical analysis for the design of microreactors in biodiesel production is a complicated task due to the complex liquid-liquid flow and mass transfer processes, and the transesterification reaction that takes place within these microsystems. Thus, computational simulation is an important tool that aids in understanding the physical-chemical phenomenon and, consequently, in determining the suitable conditions that maximize the conversion of triglycerides during the biodiesel synthesis. A diffusive-convective-reactive coupled nonlinear mathematical model, that governs the mass transfer process during the transesterification reaction in parallel plates microreactors, under isothermal conditions, is here described. A hybrid numerical-analytical solution via the Generalized Integral Transform Technique (GITT) for this partial differential system is developed and the eigenfunction expansions convergence rates are extensively analyzed and illustrated. The heuristic method of Particle Swarm Optimization (PSO) is applied in the inverse analysis of the proposed direct problem, to estimate the reaction kinetics constants, which is a critical step in the design of such microsystems. The results present a good agreement with the limited experimental data in the literature, but indicate that the GITT methodology combined with the PSO approach provide a reliable computational algorithm for direct-inverse analysis in such reactive mass transfer problems.Indisponível.IOP PublishingBrasilNúcleo Interdisciplinar de Dinâmica dos Fluidos2019-06-11T16:31:41Z2023-12-21T03:06:00Z2016-05-10info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article1742-6588http://hdl.handle.net/11422/842010.1088/1742-6596/745/3/032101engJournal of Physics: Conference SeriesPontes, Péricles CrisironNaveira-Cotta, Carolina Palmainfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRJinstname:Universidade Federal do Rio de Janeiro (UFRJ)instacron:UFRJ2023-12-21T03:06:00Zoai:pantheon.ufrj.br:11422/8420Repositório InstitucionalPUBhttp://www.pantheon.ufrj.br/oai/requestpantheon@sibi.ufrj.bropendoar:2023-12-21T03:06Repositório Institucional da UFRJ - Universidade Federal do Rio de Janeiro (UFRJ)false
dc.title.none.fl_str_mv Inverse problem analysis for identification of reaction kinetics constants in microreactors for biodiesel synthesis
title Inverse problem analysis for identification of reaction kinetics constants in microreactors for biodiesel synthesis
spellingShingle Inverse problem analysis for identification of reaction kinetics constants in microreactors for biodiesel synthesis
Pontes, Péricles Crisiron
Microreactors
Generalized Integral Transform Technique
Fluid Flow
Particle Swarm Optimization
Mass transfer
Biodiesel
CNPQ::CIENCIAS EXATAS E DA TERRA::FISICA::AREAS CLASSICAS DE FENOMENOLOGIA E SUAS APLICACOES::DINAMICA DOS FLUIDOS
title_short Inverse problem analysis for identification of reaction kinetics constants in microreactors for biodiesel synthesis
title_full Inverse problem analysis for identification of reaction kinetics constants in microreactors for biodiesel synthesis
title_fullStr Inverse problem analysis for identification of reaction kinetics constants in microreactors for biodiesel synthesis
title_full_unstemmed Inverse problem analysis for identification of reaction kinetics constants in microreactors for biodiesel synthesis
title_sort Inverse problem analysis for identification of reaction kinetics constants in microreactors for biodiesel synthesis
author Pontes, Péricles Crisiron
author_facet Pontes, Péricles Crisiron
Naveira-Cotta, Carolina Palma
author_role author
author2 Naveira-Cotta, Carolina Palma
author2_role author
dc.contributor.author.fl_str_mv Pontes, Péricles Crisiron
Naveira-Cotta, Carolina Palma
dc.subject.por.fl_str_mv Microreactors
Generalized Integral Transform Technique
Fluid Flow
Particle Swarm Optimization
Mass transfer
Biodiesel
CNPQ::CIENCIAS EXATAS E DA TERRA::FISICA::AREAS CLASSICAS DE FENOMENOLOGIA E SUAS APLICACOES::DINAMICA DOS FLUIDOS
topic Microreactors
Generalized Integral Transform Technique
Fluid Flow
Particle Swarm Optimization
Mass transfer
Biodiesel
CNPQ::CIENCIAS EXATAS E DA TERRA::FISICA::AREAS CLASSICAS DE FENOMENOLOGIA E SUAS APLICACOES::DINAMICA DOS FLUIDOS
description The theoretical analysis for the design of microreactors in biodiesel production is a complicated task due to the complex liquid-liquid flow and mass transfer processes, and the transesterification reaction that takes place within these microsystems. Thus, computational simulation is an important tool that aids in understanding the physical-chemical phenomenon and, consequently, in determining the suitable conditions that maximize the conversion of triglycerides during the biodiesel synthesis. A diffusive-convective-reactive coupled nonlinear mathematical model, that governs the mass transfer process during the transesterification reaction in parallel plates microreactors, under isothermal conditions, is here described. A hybrid numerical-analytical solution via the Generalized Integral Transform Technique (GITT) for this partial differential system is developed and the eigenfunction expansions convergence rates are extensively analyzed and illustrated. The heuristic method of Particle Swarm Optimization (PSO) is applied in the inverse analysis of the proposed direct problem, to estimate the reaction kinetics constants, which is a critical step in the design of such microsystems. The results present a good agreement with the limited experimental data in the literature, but indicate that the GITT methodology combined with the PSO approach provide a reliable computational algorithm for direct-inverse analysis in such reactive mass transfer problems.
publishDate 2016
dc.date.none.fl_str_mv 2016-05-10
2019-06-11T16:31:41Z
2023-12-21T03:06:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv 1742-6588
http://hdl.handle.net/11422/8420
10.1088/1742-6596/745/3/032101
identifier_str_mv 1742-6588
10.1088/1742-6596/745/3/032101
url http://hdl.handle.net/11422/8420
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of Physics: Conference Series
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv IOP Publishing
Brasil
Núcleo Interdisciplinar de Dinâmica dos Fluidos
publisher.none.fl_str_mv IOP Publishing
Brasil
Núcleo Interdisciplinar de Dinâmica dos Fluidos
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFRJ
instname:Universidade Federal do Rio de Janeiro (UFRJ)
instacron:UFRJ
instname_str Universidade Federal do Rio de Janeiro (UFRJ)
instacron_str UFRJ
institution UFRJ
reponame_str Repositório Institucional da UFRJ
collection Repositório Institucional da UFRJ
repository.name.fl_str_mv Repositório Institucional da UFRJ - Universidade Federal do Rio de Janeiro (UFRJ)
repository.mail.fl_str_mv pantheon@sibi.ufrj.br
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