Inverse problem analysis for identification of reaction kinetics constants in microreactors for biodiesel synthesis
Autor(a) principal: | |
---|---|
Data de Publicação: | 2016 |
Outros Autores: | |
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. |
id |
UFRJ_139d45613dd3e87e601aebacef832b0f |
---|---|
oai_identifier_str |
oai:pantheon.ufrj.br:11422/8420 |
network_acronym_str |
UFRJ |
network_name_str |
Repositório Institucional da UFRJ |
repository_id_str |
|
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 |
_version_ |
1815455990757195776 |