Neuro-Dynamic Optimization of Biotechnological Process

Tatiana Ilkova; Mitko Petrov

Neuro-Dynamic Optimization of Biotechnological Process

Tatiana Ilkova * §

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Mitko Petrov

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§ Institute of Biophysics and Biomedical Engineering -...

Neuro-Dynamic Optimization of Biotechnological Process

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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.

References

9 Cites in Article

Reference Format

D Bertsekas,& Tsitsiklis (1996). Neuro-Dynamic Programming.
Kurt Driessens,Sašo Džeroski (2004). Integrating Guidance into Relational Reinforcement Learning.
R Sutton (1998). Learning to Predict by the Methods of Temporal Differences.
C Peroni,N Kaisare,J Lee (2009). Optimal control of a fed-batch bioreactor using simulation-based approximate dynamic programming.
T Ilkova,M Petrov,D Bertsekas (2011). Neuro-Dynamic Optimal Control of a L-Lysine Fed-Batch Fermentation.
Y Nono,D Libouga,D Ngongang,J Ramet,M Parmentier (2006). Feasibility of Cheese Production and whey Valorization in the Adamawa province of Cameroon.
Savas Anastassiadis (2007). L-Lysine Fermentation.
D Vlachos,A Mhadeshwar,N Kaisare (2006). Hierarchical multiscale model-based design of experiments, catalysts, and reactors for fuel processing.
K Krishnamoorthy,M Pachter,P Chandler,D Casbeer,S Darbha (2011). UAV perimeter patrol operations optimization using efficient Dynamic Programming.

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Tatiana Ilkova, Mitko Petrov. 2014. "Neuro-Dynamic Optimization of Biotechnological Process". Global Journal of Science Frontier Research, Global Journal of Science Frontier Research - E: Marine Science GJSFR-E Volume 14 (GJSFR Volume 14 Issue E2).

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GJSFR Volume 14 Issue E2

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Journal Specifications

Crossref Journal DOI 10.17406/GJSFR

Print ISSN 0975-5896

e-ISSN 2249-4626

Keywords

neuro-dynamic programming whey fermentation

Classification

GJSFR-E Classification FOR Code: 27089

Submission ReceivedApril 11, 2014
Peer Review Double Blind
Handling Editor
Accepted May 10, 2014
Published May 22, 2014

Version of record

v1.2

Issue date

July 28, 2014

Language

English

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Article Matrices

Total Score: 146

Country: Unknown

Subject: Global Journal of Science Frontier Research

Authors: Tatiana Ilkova, Mitko Petrov (PhD/Dr. count: 0)

View Count (all-time): 288

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Publish Date: 2014 05, Thu

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Total Views: 1.2K

Total Downloads: 105

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