Neuro-Dynamic Optimization of Biotechnological Process
neuro-dynamic programming, whey fermentation
Abstract
In this paper we have investigated the whey fermentation at the production of white brine cheese with strain Kluyveromyces marxianus lactis MC 5, using non-conventional substrate whence for receiving of unicellular protein by an ecological clean and wasteless technology. This process is used for dynamic optimisation Neuro-Dynamic Programming theory. With this optimization procedure the quantity product is increased at the end of the process, simultaneously fermentation time is decreased. The producing of lactose with using of cheese whey, which is a waste product at the production of white brine cheese leads to the receiving one of close cycle and an ecological clean and wasteless technology.
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References
D Bertsekas, & Tsitsiklis (1996) Neuro-Dynamic Programming.
Kurt Driessens, Sašo Džeroski (2004) Integrating Guidance into Relational Reinforcement Learning. 57(3), 271-304.
R Sutton (1998) Learning to Predict by the Methods of Temporal Differences. 3, 9-44.
C Peroni, N Kaisare, J Lee (2009) Optimal control of a fed-batch bioreactor using simulation-based approximate dynamic programming. 13, 786-790.
T Ilkova, M Petrov, D Bertsekas (2011) Neuro-Dynamic Optimal Control of a L-Lysine Fed-Batch Fermentation. 20(3), 204-207.
Y Nono, D Libouga, D Ngongang, J Ramet, M Parmentier (2006) Feasibility of Cheese Production and whey Valorization in the Adamawa province of Cameroon. 5(6), 517-522.
Savas Anastassiadis (2007) L-Lysine Fermentation. 1(1), 11-24.
D Vlachos, A Mhadeshwar, N Kaisare (2006) Hierarchical multiscale model-based design of experiments, catalysts, and reactors for fuel processing. 30(10-12), 1712-1724.
K Krishnamoorthy, M Pachter, P Chandler, D Casbeer, S Darbha (2011) UAV perimeter patrol operations optimization using efficient Dynamic Programming. 462-467.
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2014-07-28
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