Improvement of the microbial production of streptokinase by controlled filtering of process noise

Process Biochemistry

Volumn 35, Issue 3-4, 1999, Pages 309-315

  Patnaik, P R ^a  

^a INSTITUTE OF MICROBIAL TECHNOLOGY   (India)

Author keywords

Controlled filtering; Inflow noise; Process improvement; Streptokinase fermentation

Indexed keywords

STREPTOKINASE;

ARTICLE; BIOREACTOR; ENZYME ACTIVITY; ENZYME SYNTHESIS; FERMENTATION; FLOW RATE; INDUSTRIAL NOISE; NOISE REDUCTION;

EID: 0033231085     PISSN: 13595113     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0032-9592(99)00073-4     Document Type: Article

References (28)

1. Namdev P.K., Yegneswaran P.K., Thompson B.G., Gray M.R. Experimental simulation of large-scale bioreactor environments using a Monte-Carlo method. Can. J. Chem. Eng. 69:1991;513-519.
2. Patnaik P.R. Sensitivity of recombinant fermentation with run-away plasmids: a structured analysis of the effect of dilution rate. Chem. Eng. Commun. 131:1995;125-140.
3. Shimizu K. A tutorial review on bioprocess systems engineering. Comput. Chem. Eng. 20:1996;915-941.
4. Patnaik P.R. Fractal characterisation of the effect of noise on biological oscillations: the biosynthesis of ethanol. Biotechnol. Techniques. 8:1994;419-424.
5. Kluge M., Siegmund D., Diekmann H., Thoma M. A model for penicillin production with and without temperature shift after the growth phase. Appl. Microbiol. Biotechnol. 36:1992;446-451.
6. Stuebner K, Boschke E., Wolfe K.-H., Langer J. Kinetic analysis and modelling of streptokinase fermentation. Acta Biotechnol. 11:1991;467-477.
7. Patnaik P.R. A heuristic approach to fed-batch optimisation of streptokinase fermentation. Bioprocess Eng. 13:1995;109-112.
8. Patnaik P.R. Incomplete mixing in large bioreactors - a study of its role in the fermentative production of streptokinase. Bioprocess Eng. 14:1996;91-96.
9. Yamanake T., Shimizu S. Fed-batch techniques in microbial processes. Adv. Biochem. Eng./Biotechnol. 30:1984;147-194.
10. Modak J.M., Lim H.C., Tayeb J.J. General characteristics of optimal feed rate profiles for various fed-batch processes. Biotechnol. Bioeng. 28:1986;1396-1407.
11. Yates F.E. Fractal applications in biology: scaling time in biochemical networks. Methods Enzymol. 210:1992;636-675.
12. Simutis R., Lubbert A. Exploratory analysis of bioprocesses using artificial neural network based methods. Biotechnol. Prog. 13:1997;479-487.
13. Thompson M.L., Kramer M.A. Modeling chemical processes using prior knowledge and neural networks. A.I.Ch.E.J. 40:1994;1328-1340.
14. Routos J.A., van Straten G., van Boxtel A.J.B. An evolutionary strategy for fed-batch bioreactor optimization: concepts and performance. J. Biotechnol. 67:1999;173-187.
15. DiMassimo C, Lant P.A., Saunders A., Montague G.A., Tham M.T., Morris A.J. Bioprocess applications of model-based estimation techniques. J. Chem. Technol. Biotechnol. 53:1992;265-277.
16. Montague G.A., Morris A.J., Tham M.T. Enhancing bioprocess operability with generic software sensors. J. Biotechnol. 25:1992;183-201.
17. Glassey J., Montague G.A., Ward A.C., Kara B.V. Artificial neural network based experimental design procedures for enhancing fermentation development. Biotechnol. Bioeng. 44:1994;397-405.
18. Glassey J., Montague G.A., Ward A.C., Kara B.V. Enhanced supervision of recombinant E. coli fermentations via artificial neural networks. Process Biochem. 29:1994;387-398.
19. Nancib N., Mosrati R., Boudrant J. Study of population dynamic for a recombinant bacteria during continuous cultures: application of data filtering and smoothing. Biotechnol. Bioeng. 39:1992;398-407.
20. Patnaik P.R. Spectral analysis of the effect of inflow noise on a fed-batch fermentation for recombinant β-galactosidase. Bioprocess Eng. 17:1997;93-97.
21. Ljung L. System Identification - Theory for the User. 1987;Prentice-Hall, Englewood-Cliffs, NJ.
22. Ljung L. System Identification Toolbox User's Guide. 1995;The Math Works, Natick, MA.
23. Luyben W.L. Process Modeling, Simulation and Control. 1990;McGraw-Hill, New York.
24. Patnaik P.R. Analysis of the effect of interruptions in substrate inflow on a fed-batch fermentation with recombinant bacteria. Biochem. Eng. J. 1:1998;121-129.
25. Stephens M.L., Lyberatos G. Effect of cycling on final mixed culture fate. Biotechnol. Bioeng. 29:1987;672-678.
26. Stephens M.L., Christensen C., Lyberatos G. Plasmid stabilisation of an Escherichia coli culture through cycling. Biotechnol. Prog. 8:1992;1-4.
27. Fisher L. Probability and Statistics. In: Pearson CE, editor. Handbook of Applied Mathematics. New York: Van Nostrand Reinhold, 1990, Ch. 21.
28. Fox E, Shotton K, Ulrich C. SigmaStat User's Manual Version 2.0. Jandel Corporation, 1995.