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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Association of Chemical Engineers of Serbia
2014-01-01
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Online Access: | http://www.doiserbia.nb.rs/img/doi/0367-598X/2014/0367-598X1300037A.pdf |
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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 |
_version_ |
1726013408862535680 |