Integration of RSM model for optimization of immobilized lipase mediated solvent-free synthesis of flavour ester by genetic algorithm

Vijay Kumar Garlapati, P. Vundavilli, R. Banerjee
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引用次数: 1

Abstract

In the present study, optimization of immobilized lipase mediated solvent-free synthesis of octyl acetate by transesterification has been carried out based on the experimentally validated RSM model. The effect of tansesterification variables namely alcohol molarity, reaction time, temperature, Immobilized lipase amount on molar conversion (%) was investigated. A maximum molar conversion of 92.92% was obtained with the GA parameters of tournament selection of size two, uniform crossover probability (Pc) of 0.5, bit-wise mutational probability (Pm) of 0.0029, population size of 80 and maximum number of generations of 382. The optimal values of the transesterification variables were found to be 2.09 M octanol in vinyl acetate, 12.61 h, 32 °C and 26.01 U for alcohol molarity, reaction time, temperature and amount of Immobilized enzyme respectively.
整合RSM模型优化固定化脂肪酶介导的无溶剂风味酯合成遗传算法
本研究以实验验证的RSM模型为基础,对固定化脂肪酶介导的酯交换法无溶剂合成乙酸辛酯进行了优化。考察了醇的摩尔浓度、反应时间、温度、固定化脂肪酶用量对摩尔转化率(%)的影响。当遗传参数为2级竞赛选择、均匀交叉概率(Pc)为0.5、位突变概率(Pm)为0.0029、种群大小为80、最大代数为382时,最大摩尔转化率为92.92%。在乙酸乙烯酯中,辛醇浓度为2.09 M,反应时间为12.61 h,反应温度为32℃,固定化酶用量为26.01 U。
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