Teo, Kenneth Tze Kin and Tham , Heng Jin and Tan, M. K. (2010) Optimization of substrate feed flow rate for fed-batch yeast fermentation process. In: 2nd International Conference on Computational Intelligence, Modelling and Simulation, CIMSim 2010, 28-30 September 2010, Bali, Indonesia.
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Official URL: http://dx.doi.org/10.1109/CIMSiM.2010.94
This paper presents Q-Learning (QL) algorithm based on optimization method to determine optimal glucose feed flow rate profile for the yeast fermentation process. The optimal profile is able to maximize the yeast concentration at the end of the process, meanwhile to minimize the formation of ethanol during the process. The proposed approach is tested under four case studies, which are different in initial yeast and glucose concentration. The results show that the proposed approach is able to control the process in a satisfactory way
|Item Type:||Conference Paper (UNSPECIFIED)|
|Uncontrolled Keywords:||Fed batches, Feed flow rate, Glucose concentration, Optimization method, Q-learning, Yeast fermentation|
|Subjects:||?? TP248.13-248.65 ??|
?? QA75-76.95 ??
|Divisions:||SCHOOL > School of Engineering and Information Technology|
|Deposited By:||IR Admin|
|Deposited On:||09 Apr 2012 16:57|
|Last Modified:||29 Dec 2014 16:15|
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