DocumentCode :
2734561
Title :
Integration of RSM model for optimization of immobilized lipase mediated solvent-free synthesis of flavour ester by genetic algorithm
Author :
Garlapati, Vijay Kumar ; Vundavilli, Pandu Ranga ; Banerjee, Rintu
Author_Institution :
Dept. of Biotechnol. & Bioinf., Jaypee Univ. of Inf. Technol., Waknaghat, India
fYear :
2011
fDate :
3-5 Nov. 2011
Firstpage :
1
Lastpage :
4
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.
Keywords :
chemical engineering; chemical reactions; chemical technology; enzymes; genetic algorithms; response surface methodology; RSM model; alcohol molarity; bit-wise mutational probability; flavour ester; genetic algorithm; immobilized enzyme; immobilized lipase amount; immobilized lipase mediated solvent-free synthesis; molar conversion; octyl acetate; reaction time; tansesterification variable; temperature 32 degC; time 12.61 h; transesterification; transesterification temperature; uniform crossover probability; vinyl acetate; Biochemistry; Biological system modeling; Genetic algorithms; Information processing; Optimization; Production; USA Councils; Flavour ester; Genetic algorithm; Immobilized Lipase; Optimization; Solvent-free;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Information Processing (ICIIP), 2011 International Conference on
Conference_Location :
Himachal Pradesh
Print_ISBN :
978-1-61284-859-4
Type :
conf
DOI :
10.1109/ICIIP.2011.6108936
Filename :
6108936
Link To Document :
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