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Statistical Optimization of Process Parameters for Lipase-Catalyzed Synthesis of Triethanolamine-Based Esterquats Using Response Surface Methodology in 2-Liter Bioreactor

Lipase-catalyzed production of triethanolamine-based esterquat by esterification of oleic acid (OA) with triethanolamine (TEA) in n-hexane was performed in 2 L stirred-tank reactor. A set of experiments was designed by central composite design to process modeling and statistically evaluate the findi...

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Autores principales: Fard Masoumi, Hamid Reza, Basri, Mahiran, Kassim, Anuar, Kuang Abdullah, Dzulkefly, Abdollahi, Yadollah, Abd Gani, Siti Salwa, Rezaee, Malahat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3844176/
https://www.ncbi.nlm.nih.gov/pubmed/24324389
http://dx.doi.org/10.1155/2013/962083
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author Fard Masoumi, Hamid Reza
Basri, Mahiran
Kassim, Anuar
Kuang Abdullah, Dzulkefly
Abdollahi, Yadollah
Abd Gani, Siti Salwa
Rezaee, Malahat
author_facet Fard Masoumi, Hamid Reza
Basri, Mahiran
Kassim, Anuar
Kuang Abdullah, Dzulkefly
Abdollahi, Yadollah
Abd Gani, Siti Salwa
Rezaee, Malahat
author_sort Fard Masoumi, Hamid Reza
collection PubMed
description Lipase-catalyzed production of triethanolamine-based esterquat by esterification of oleic acid (OA) with triethanolamine (TEA) in n-hexane was performed in 2 L stirred-tank reactor. A set of experiments was designed by central composite design to process modeling and statistically evaluate the findings. Five independent process variables, including enzyme amount, reaction time, reaction temperature, substrates molar ratio of OA to TEA, and agitation speed, were studied under the given conditions designed by Design Expert software. Experimental data were examined for normality test before data processing stage and skewness and kurtosis indices were determined. The mathematical model developed was found to be adequate and statistically accurate to predict the optimum conversion of product. Response surface methodology with central composite design gave the best performance in this study, and the methodology as a whole has been proven to be adequate for the design and optimization of the enzymatic process.
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spelling pubmed-38441762013-12-09 Statistical Optimization of Process Parameters for Lipase-Catalyzed Synthesis of Triethanolamine-Based Esterquats Using Response Surface Methodology in 2-Liter Bioreactor Fard Masoumi, Hamid Reza Basri, Mahiran Kassim, Anuar Kuang Abdullah, Dzulkefly Abdollahi, Yadollah Abd Gani, Siti Salwa Rezaee, Malahat ScientificWorldJournal Research Article Lipase-catalyzed production of triethanolamine-based esterquat by esterification of oleic acid (OA) with triethanolamine (TEA) in n-hexane was performed in 2 L stirred-tank reactor. A set of experiments was designed by central composite design to process modeling and statistically evaluate the findings. Five independent process variables, including enzyme amount, reaction time, reaction temperature, substrates molar ratio of OA to TEA, and agitation speed, were studied under the given conditions designed by Design Expert software. Experimental data were examined for normality test before data processing stage and skewness and kurtosis indices were determined. The mathematical model developed was found to be adequate and statistically accurate to predict the optimum conversion of product. Response surface methodology with central composite design gave the best performance in this study, and the methodology as a whole has been proven to be adequate for the design and optimization of the enzymatic process. Hindawi Publishing Corporation 2013-11-10 /pmc/articles/PMC3844176/ /pubmed/24324389 http://dx.doi.org/10.1155/2013/962083 Text en Copyright © 2013 Hamid Reza Fard Masoumi et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Fard Masoumi, Hamid Reza
Basri, Mahiran
Kassim, Anuar
Kuang Abdullah, Dzulkefly
Abdollahi, Yadollah
Abd Gani, Siti Salwa
Rezaee, Malahat
Statistical Optimization of Process Parameters for Lipase-Catalyzed Synthesis of Triethanolamine-Based Esterquats Using Response Surface Methodology in 2-Liter Bioreactor
title Statistical Optimization of Process Parameters for Lipase-Catalyzed Synthesis of Triethanolamine-Based Esterquats Using Response Surface Methodology in 2-Liter Bioreactor
title_full Statistical Optimization of Process Parameters for Lipase-Catalyzed Synthesis of Triethanolamine-Based Esterquats Using Response Surface Methodology in 2-Liter Bioreactor
title_fullStr Statistical Optimization of Process Parameters for Lipase-Catalyzed Synthesis of Triethanolamine-Based Esterquats Using Response Surface Methodology in 2-Liter Bioreactor
title_full_unstemmed Statistical Optimization of Process Parameters for Lipase-Catalyzed Synthesis of Triethanolamine-Based Esterquats Using Response Surface Methodology in 2-Liter Bioreactor
title_short Statistical Optimization of Process Parameters for Lipase-Catalyzed Synthesis of Triethanolamine-Based Esterquats Using Response Surface Methodology in 2-Liter Bioreactor
title_sort statistical optimization of process parameters for lipase-catalyzed synthesis of triethanolamine-based esterquats using response surface methodology in 2-liter bioreactor
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3844176/
https://www.ncbi.nlm.nih.gov/pubmed/24324389
http://dx.doi.org/10.1155/2013/962083
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