Nonlinear Observer flay Applications of Fermentation Process in Stirred Tank Bioreactor

  • Kim, Hak-Kyeong (Dept. of Mechanical Eng., College of Eng., Building 9, Pukyong National University) ;
  • Nguyen, Tan-Tien (Dept. of Mechanical Engineering, Hochiminh City University of Technology) ;
  • Kim, Sang-Bong (Dept. of Mechanical Eng., College of Eng., Building 9, Pukyong National University)
  • Published : 2002.09.01

Abstract

This paper proposed a modified observer based on Busawon's high gain observer using an appropriate time depended function, which can be chosen to make each estimated state converge faster to its real value. The stability of the modified observer is proved by using Lyapunov function. The modified nonlinear observer is applied to estimate the states in stirred tank bioreactor: out-put substrate concentration, output biomass concentration and the specific growth rate of the process. The convergences of the modified observer and Busawon's observer are compared trough simulation results. As the results, the modified observer converges faster to its real value than the well-known Busawon's observer.

Keywords

References

  1. Proceeding of International Conference on Control, Automation and Systems Engineering Nonlinear adaptive control of fermentation process in stirred tank bioreactor H. K. Kim;T. T. Nguyen;N. S. Jeong;S. B. Kim
  2. Proceeding of the American Control Conference Parametric and state estimation by means of high-gain nonlinear observer: Application to a bioreactor R. Martinez-Guerra;R. Garrido;A. Osorio-Miron
  3. IEEE Trans. On Automatic Control v.44 no.11 A State observer of nonlinear systems K. Busawon;M. Saif https://doi.org/10.1109/9.802924
  4. Proceedings of the American Control Conference A Constant gain observer for nonlinear systems K. Busawon;M. Saif
  5. Proceedings of the 36th Conference on Decision & Control Observers' synthesis for a class of nonlinear systems with application to state and parameter estimation in bioreactors K. Busawon;M. Farza;H. Hammouri
  6. Chemical Engineering Science v.52 no.23 Nonlinear observer for parameter estimation in bioprocesses M. Farza;H. Hammouri;S. Othman;K. Busawon https://doi.org/10.1016/S0009-2509(97)00190-5
  7. Journal of Biotechnology v.59 How to increase of performance of models for process optimization and control R. Simutis;R. Oliveire;M. Manikowski(et. al.) https://doi.org/10.1016/S0168-1656(97)00166-1
  8. Bioprocess Engineering v.16 Sliding-mode control of fermentation process P. Zlateva https://doi.org/10.1007/s004490050340
  9. J. Proc. Cont. v.6 no.6 A Study on the convergence of observer-based kinetics estimators in stirred tank bioreactors R. Olivera;E.C. Ferreira;F. Oliveria;S. Feyo de Azevedo https://doi.org/10.1016/0959-1524(95)00037-2
  10. Journal of Systems, Man and Cybernetics v.4 Adaptive filtering and estimation of nonlinear biological system M. Maher;B. Dahou;F.Y. Zeng
  11. A Simple observer for nonlinear systems applications to bioreactor J. P. Gauthier;H. Hammouri;S. Othman
  12. Proceedings of the 28th Conference on Decision & Control Use of asymptotic observers having-high-gains in the state and parameter estimation A. Tornambe