Optimization of process parameters for lipase-catalyzed synthesis of esteramines-based esterquats using wavelet neural network (WNN) in 2-liter bioreactor
A wavelet neural network (WNN) based on the genetic algorithm (GA) was used in conjunction with an experimental design to optimize the enzymatic reaction conditions for the preparation of esteramines-based esterquats. A set of experiments was designed by central composite design to process modeling...
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Main Authors: | , , , , , , |
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Format: | Article |
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Elsevier
2014
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Online Access: | http://psasir.upm.edu.my/id/eprint/34782/ http://www.sciencedirect.com/science/journal/1226086X/20/4 |
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