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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

机译:在2升生物反应器中使用响应面法对脂肪酶催化合成三乙醇胺基酯的工艺参数进行统计优化

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摘要

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.
机译:在2 L搅拌釜反应器中,通过油酸(OA)与三乙醇胺(TEA)在正己烷中的酯化反应,进行脂肪酶催化的三乙醇胺基酯季铵盐的生产。通过中央复合设计设计了一组实验,以进行建模和统计评估结果。在Design Expert软件设计的给定条件下,研究了五个独立的工艺变量,包括酶量,反应时间,反应温度,底物与OA的摩尔比以及TEA的搅拌速度。在数据处理阶段之前先检查实验数据的正常性,然后确定偏度和峰度指数。发现开发的数学模型是足够的,并且统计上准确,可以预测产品的最佳转化率。带有中央复合设计的响应面方法在本研究中表现最佳,并且已证明该方法作为一个整体可用于酶过程的设计和优化。

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