Determination of kinetic parameters for complex transesterification reaction by standard optimisation methods

This article presents a methodology for kinetic parameter estimation which is based on standard optimization methods. The parameter estimation procedure is applied to the example of modelling of non-catalytic transesterification reaction, based on laboratory experiments performed under elev...

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Main Authors: Almagrbi Abdualnaser Muftah, Hatami Tahmasb, Glišić Sandra B., Orlović Aleksandar M.
Format: Article
Language:English
Published: Association of Chemical Engineers of Serbia 2014-01-01
Series:Hemijska Industrija
Subjects:
Online Access:http://www.doiserbia.nb.rs/img/doi/0367-598X/2014/0367-598X1300037A.pdf
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spelling doaj-60ad411d3f154a1fb714f86a6e6bff162020-11-24T21:17:14ZengAssociation of Chemical Engineers of SerbiaHemijska Industrija 0367-598X2217-74262014-01-0168214915910.2298/HEMIND130118037A0367-598X1300037ADetermination of kinetic parameters for complex transesterification reaction by standard optimisation methodsAlmagrbi Abdualnaser Muftah0Hatami Tahmasb1Glišić Sandra B.2Orlović Aleksandar M.3Faculty of Technology and Metallurgy, BelgradeDepartment of Chemical Engineering, Faculty of Engineering, University of Kurdistan, Sanandaj, IranFaculty of Technology and Metallurgy, BelgradeFaculty of Technology and Metallurgy, BelgradeThis article presents a methodology for kinetic parameter estimation which is based on standard optimization methods. The parameter estimation procedure is applied to the example of modelling of non-catalytic transesterification reaction, based on laboratory experiments performed under elevated pressure. The kinetic model employed in this study consists of three consecutive and parallel reversible reactions of the second order, with six kinetic constants. The influence of the mass transfer effects was considered as well. The best results were obtained by Genetic Algorithm method. The application of this method resulted in kinetic parameters with improved accuracy in predicting concentrations of important reaction intermediates, i.e. diglycerides and monoglycerides. Activation energies of kinetic parameters obtained by the Genetic Algorithm method are in very good agreement with theoretical values determined by molecular orbital calculations. [Projekat Ministarstva nauke Republike Srbije, br. III-45019]http://www.doiserbia.nb.rs/img/doi/0367-598X/2014/0367-598X1300037A.pdfoptimisation techniquegenetic algorithmshorts cut methodkinetic parametershigh pressure process
collection DOAJ
language English
format Article
sources DOAJ
author Almagrbi Abdualnaser Muftah
Hatami Tahmasb
Glišić Sandra B.
Orlović Aleksandar M.
spellingShingle Almagrbi Abdualnaser Muftah
Hatami Tahmasb
Glišić Sandra B.
Orlović Aleksandar M.
Determination of kinetic parameters for complex transesterification reaction by standard optimisation methods
Hemijska Industrija
optimisation technique
genetic algorithm
shorts cut method
kinetic parameters
high pressure process
author_facet Almagrbi Abdualnaser Muftah
Hatami Tahmasb
Glišić Sandra B.
Orlović Aleksandar M.
author_sort Almagrbi Abdualnaser Muftah
title Determination of kinetic parameters for complex transesterification reaction by standard optimisation methods
title_short Determination of kinetic parameters for complex transesterification reaction by standard optimisation methods
title_full Determination of kinetic parameters for complex transesterification reaction by standard optimisation methods
title_fullStr Determination of kinetic parameters for complex transesterification reaction by standard optimisation methods
title_full_unstemmed Determination of kinetic parameters for complex transesterification reaction by standard optimisation methods
title_sort determination of kinetic parameters for complex transesterification reaction by standard optimisation methods
publisher Association of Chemical Engineers of Serbia
series Hemijska Industrija
issn 0367-598X
2217-7426
publishDate 2014-01-01
description This article presents a methodology for kinetic parameter estimation which is based on standard optimization methods. The parameter estimation procedure is applied to the example of modelling of non-catalytic transesterification reaction, based on laboratory experiments performed under elevated pressure. The kinetic model employed in this study consists of three consecutive and parallel reversible reactions of the second order, with six kinetic constants. The influence of the mass transfer effects was considered as well. The best results were obtained by Genetic Algorithm method. The application of this method resulted in kinetic parameters with improved accuracy in predicting concentrations of important reaction intermediates, i.e. diglycerides and monoglycerides. Activation energies of kinetic parameters obtained by the Genetic Algorithm method are in very good agreement with theoretical values determined by molecular orbital calculations. [Projekat Ministarstva nauke Republike Srbije, br. III-45019]
topic optimisation technique
genetic algorithm
shorts cut method
kinetic parameters
high pressure process
url http://www.doiserbia.nb.rs/img/doi/0367-598X/2014/0367-598X1300037A.pdf
work_keys_str_mv AT almagrbiabdualnasermuftah determinationofkineticparametersforcomplextransesterificationreactionbystandardoptimisationmethods
AT hatamitahmasb determinationofkineticparametersforcomplextransesterificationreactionbystandardoptimisationmethods
AT glisicsandrab determinationofkineticparametersforcomplextransesterificationreactionbystandardoptimisationmethods
AT orlovicaleksandarm determinationofkineticparametersforcomplextransesterificationreactionbystandardoptimisationmethods
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