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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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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. |
format | Online Article Text |
id | pubmed-3844176 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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