Neural networks modelling of two biotechnological processes

2004 2nd International IEEE Conference 'Intelligent Systems' - Proceedings

Volumn 1, Issue , 2004, Pages 331-336

  Simeonov, Ivan ^a   Chorukova, Elena ^a  

^a INSTITUTE OF MICROBIOLOGY   (Bulgaria)

Author keywords

Anaerobic digestion; Glucose addition; Laboratory experiments; Neural network modelling; SOD production

Indexed keywords

ANAEROBIC DIGESTION; BIOTECHNOLOGY; CELL CULTURE; COMPUTER SIMULATION; COMPUTER SOFTWARE; ENZYMES; GLUCOSE; MATHEMATICAL MODELS; STATISTICAL METHODS;

GLUCOSE ADDITION; LABORATORY EXPERIMENTS; NEURAL NETWORK MODELING; SOD PRODUCTION; SUPEROXIDE DIMUTASES (SOD);

NEURAL NETWORKS;

EID: 8844245614     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Te Braake, H. A. B., Neural Control of Biotechnological Processes, PhD thesis, Technical University of Delft, 1997.
2. G.C. Premier et al., A comparision of the ability of black box and neural network models of ARX structure to represent a fluidized bed anaerobic digestion process, Wat. Res., vol. 33. No 4, pp. 1027-1037, 1999.
3. M. Angelova, P. Dolashka-Angelova, E. Ivanova, J. Serkedjieva, L. Slokoska, S. Pashova, R. Toshkova, S. Vassilev, I. Simeonov, H.-J. Hartman, S. Stoeva, U. Weser, W. Voelter,îA novel glycosylated Cu/Zn-containing Superoxide dismutase: production and potential therapeutic effectî. Microbiology UK, vol. 147, pp. 1641-1650, 2001.
4. I. Simeonov, D.Galabova and I.Queinnec, Investigations and mathematical modelling of the anaerobic digestion of organic wastes with addition of electron acceptors, 9th World Congress i Anaerobic Digestion 2001î, Antverpen, Sept. 2-5 2001, pp.381-383.
5. I. Simeonov., E. Chorukova, P. Dolashka, M. Angelova, Modelling of the growth kinetics and the biosynthesis of the enzyme SOD in batch cultivation, Automatics and Informatics 2000, Sofia, Oct. 24-26 2000, pp.77-79 (in Bulgarian).
6. I. Simeonov, S. Pashova, L. Slokoska, Modelling of feed-batch fermentation process for Superoxide dismutase production by Humicola lutea 103, BioPS 2000, III.29-III.32, Sept. 11-13 2000.
7. I. Simeonov, E. Chorukova, M. Angelova, S. Popova, E. Krumova, Modelling of batch biotechnological proces with the ANN approach, Int. Conf. "Unitex'0l"Gabrovo, vol. 1, pp. 179-184, Nov. 22-23 2001 (in Bulgarian).
8. M. Norgaard, O. Ravn, N. K. Poulsen, NNSYSID-Toolbox for system identification with Neural Networks, Mathematical and Computer Modelling of Dynamical Systems, vol. 8, No 1, pp. 1-20, 2002.