Adaptive pole placement control algorithm for DO-control in β- lactamase production

Biotechnology and Bioengineering

Volumn 60, Issue 1, 1998, Pages 1-9

  Sargantanis, Ioannis G ^a   Karim, M N ^a  

^a Department of Chemical and Biological Engineering and School of Biomedical Engineering   (United States)

Author keywords

lactamase; Adaptive pole placement; Dissolved oxygen control

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ALGORITHMS; CATALYST ACTIVITY; CELL CULTURE; FERMENTATION; MATHEMATICAL MODELS; OXYGEN; REGRESSION ANALYSIS;

ADAPTIVE POLE PLACEMENT ALGORITHM; AUTOREGRESSIVE ANALYSIS; LACTAMASE;

ENZYMES;

BETA LACTAMASE; DISSOLVED OXYGEN;

ACCURACY; ALGORITHM; ARTICLE; BACILLUS SUBTILIS; ENZYME SYNTHESIS; FERMENTATION; NONHUMAN; OXYGENATION; PRODUCTIVITY;

AEROBIOSIS; ALGORITHMS; BACILLUS SUBTILIS; BACTERIOLOGICAL TECHNIQUES; BETA-LACTAMASES; BIOREACTORS; BIOTECHNOLOGY; ENZYME STABILITY; FERMENTATION;

EID: 0032487413     PISSN: 00063592     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1097-0290(19981005)60:1<1::AID-BIT1>3.0.CO;2-M     Document Type: Article

References (25)

1. Andersson, E., Johansson, A.-C., Hahn-Hägerdal, B. 1985. α-Amylase production in aqueous two-phase systems with Bacillus subtilis. Enzyme Microb. Technol. 7: 333-338.
2. Cameron, F., Seborg, D. E. 1983. A self-tuning controller with a PID structure. Intl. J. Control 38(2): 401-417.
3. Cardello, R. J., San, K. 1987. The design of controllers for batch bioreactors. Biotechnol. Bioeng. 32: 519-526.
4. Chen, J., Tannahill, A. L., Shuler, M. L. 1985. Design of a system for the control of low dissolved oxygen concentrations: Critical oxygen concentrations for Azotobacter vinelandii and Escherichia coli. Biotechnol. Bioeng. 27: 151-155.
5. Clark, T. A., Hesketh, T., Seddon, T. 1985. Automatic control of dissolved oxygen tension via fermentor agitation speed. Biotechnol. Bioeng. 27: 1507-1511.
6. Gottschalk, G. 1986. Bacterial metabolism, 2nd edition. Springer-Verlag, Berlin, Germany.
7. Hsiao, J., Ahluwalia, M., Kaufman, J. B., Clem, T. R., Shiloach, J. 1992. Adaptive control strategy for maintaining dissolved oxygen concentration in high density growth of recombinant E. coli. Ann. NY Acad. Sci. 665: 320-333.
8. Hwang, Y. B., Lee, A. C., Chang, H. N., Chang, Y. K. 1991. Dissolved oxygen concentration regulation using auto-tuning proportional-integral-derivative controller in fermentation process. Biotechnol. Tech. 5(2): 85-90.
9. Isermann, R., Lachmann, K.-H., Matko, D. 1992. Adaptive control systems, Prentice Hall international series in systems and control engineering. Prentice Hall, Englewood Cliffs, NJ.
10. Kaul, R., Mattiasson B. 1986. Extractive bioconversion in aqueous two-phase systems. Production of prednisolone from hydrocortisone using Arthrobacter simplex as catalyst. Appl. Microbiol. Biotechnol. 24: 259-256.
11. Knapp, T., Isermann R. 1990. Supervision and coordination of parameter-adaptive controllers, pp. 1532-1637. In: Proc. American Control Conference, San Diego, CA.
12. Kula, M.-R., Kroner, K. H., Hustedt, H. 1984. Purification of enzymes by liquid-liquid extraction. Adv. Biochem. Bioeng. 74: 74-118.
13. Lee, S. C., Hwang, Y. B., Chang, H. N., Chang, Y. K. 1991. Adaptive control of dissolved oxygen concentration in a bioreactor. Biotechnol. Bioeng. 37: 597-607.
14. Lee, S. C., Hwang, Y. B., Lee, T. H., Chang, Y. K., Chang, H. N. 1994. Characteristics and performance of an autotuning proportional integral derivative controller for dissolved oxygen concentration. Biotechnol. Prog. 10: 447-450.
15. Li, X., Robbins, J. W. Jr., Taylor, K. B. 1992. Effect of the levels of dissolved oxygen on the expression of recombinant proteins in four recombinant Escherichia coli strains. J. Ind. Microb. 9: 1.
16. Ljung, L. 1987. System identification: Theory for the user, Prentice Hall information and system sciences series. Prentice Hall, Englewood Cliffs, NJ.
17. Park, K. 1993. Environmental effects on cell metabolism and recombinant protein production by Bacillus subtilis. Ph.D. thesis, Colorado State University, Fort Collins.
18. Ryan, W., Parulekar, S. J., Stark, B. C. 1989. Expression of β-lactamase by recombinant Escherichia coli strains containing plasmids of different sizes - Effects of pH, phosphate, and dissolved oxygen. Biotechnol. Bioeng. 34: 309-319.
19. Sargantanis, I. G. 1996. Model based control with variable structure: Application to dissolved oxygen control for β-lactamase production. Ph.D. thesis, Colorado State University, Fort Collins.
20. Smith, J. M., Davison, S. W., Payne, G. F. 1990. Development of a strategy to control the dissolved concentrations of oxygen and carbon dioxide at constant shear in a plant cell bioreactor. Biotechnol. Bioeng. 35: 1088-1101.
21. Tolentino, G., San, K. Y. 1988. Plasmid maintenance and gene expression of a recombinant culture under aerobic and anaerobic conditions. Biotechnol. Lett. 10: 373.
22. Valentinotti, S. 1995. A study of PHB production by Alcaligenes eutrophus under oxygen limitation. Master's thesis, Colorado State University, Fort Collins.
23. Vardar-Sukan, F. 1985. Dynamics of oxygen mass transfer in bioreactors. Part I: Operating variables affecting mass transfer. Proc. Biochem. 20: 181-184.
24. Williams, D., Yousefpour, P., Wellington, E. M. H. 1986. On-line adaptive control of a fed-batch fermentation of Saccharomyces cerevisiae. Biotechnol. Bioeng. 28: 631-645.
25. Yegneswaran, P. K., Gray, M. R. 1991. Effect of dissolved oxygen control on growth and antibiotic production in Streptomyces clavuligerus fermentations. Biotechnol. Prog. 7: 246-250.