Control of a continuous bioreactor using model predictive control

Process Biochemistry

Volumn 40, Issue 8, 2005, Pages 2763-2770

  Ramaswamy, S ^a   Cutright, T J ^a   Qammar, H K ^a  

^a The University of Akron   (United States)

Author keywords

Bioreactor; Model predictive control; Non linear; P horizon

Indexed keywords

BIOCHEMISTRY; MATHEMATICAL MODELS; NONLINEAR SYSTEMS; PREDICTIVE CONTROL SYSTEMS;

BIOREACTOR DYNAMICS; MODEL PREDICTIVE CONTROL (MPC); STIRRED TANKS; UNSTABLE STEADY STATE;

BIOREACTORS;

EID: 15744397058     PISSN: 13595113     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.procbio.2004.12.019     Document Type: Article

References (31)

1. 2 controller for continuous bioreactors Process Biochem 36 2000 1007 1013
2. M.A. Barron, and R. Aguilar Dynamic behaviour of continuous stirred bioreactor under control input saturation J Chem Technol Biotechnol 72 1998 15 18
3. R.G. Dondo, and D. Marques Optimal control of a batch bioreactor: a study on the use of an imperfect model Process Biochem 37 2001 379 385
4. E. Checkova, P. Barton, and A. Gorak Optimal operation processes of discrete-continuous biochemical processes Comput Chem Eng 24 2000 1167 1173
5. J. Czeczot, M. Metzger, J.P. Babary, and M. Nihtila Filtering in adaptive control of distributed parameter bioreactors in the presence of noisy measurements Simulation Pract Theory 8 2000 39 56
6. H.H. Wang, M. Krstic, and G. Bastin Optimizing bioreactors by extreme seeking Int J Adaptive Control Signal Process 13 1999 651 669
7. G. Liden Understanding the bioreactor Bioprocess Biosyst Eng 24 2002 273 279
8. M.A. Henson, and D.E. Seborg An internal model control strategy for non-linear systems AIChE J 37 1991 1065 1081
9. A. Aoyama, and V. Venkatasubramanian Internal model control framework using neural networks for the modelling and control of a bioreactor Eng Appl Artif Intell 8 1995 689 701
10. G. Bastin, and D. Dochain On-line estimation and adaptive control of bioreactors 1990 Elsevier Amsterdam
11. T.K. Radhakrishnan, S. Sundaram, and M. Chidambaram Non-linear control of continuous bioreactors Bioprocess Eng 20 1999 173 178
12. J.H. Tsao, and W.T. Wu Global control of a continuous stirred tank bioreactor Chem Eng J 56 1994 B69 B74
13. R. Mahadevan, and F.J. Doyel III Efficient optimization approaches to non-linear model predictive control Int J Robust Non-linear Control 13 2003 309 329
14. J.A.D. Rodrigues, and R.M. Filho Production optimization with operating constraints for a fed-batch reactor with DMC predictive control Chem Eng Sci 54 1999 2745 2751
15. A. Ajbar, and I. Gamal Stability and bifurcation of an unstructured model of a bioreactor with cell recycle Math Comput Model 25 1997 31 48
16. P. Agrawal, C. Lee, H.C. Lim, and D. Ramakrishna Theoretical investigations of dynamic behaviour of isothermal continuous stirred tank biological reactors Chem Eng Sci 37 1982 453 462
17. J.E. Dowd, K.E. Kwok, and J.M. Piert Predictive modeling and loose-loop control for perfusion bioreactors Biochem Eng J 9 2001 1 9
18. M.A. Henson Dynamic modeling and control of yeast cell populations in continuous biochemical reactors Comput Chem Eng 27 2003 1185 1199
19. P.B. Sistu, and W.B. Bequette Non-linear predictive control of uncertain processes: application to a CSTR AIChE J 37 1991 1711 1723
20. B.W. Bequette Process control: modeling, design and simulation 2003 Prentice-Hall New Jersey
21. G.Y. Zhu, A. Zamamiri, M.A. Henson, and M.A. Hjortso Model predictive control of continuous yeast bioreactors using cell population balance models Chem Eng Sci 55 2000 6155 6167
22. D.B. Brengel, and W.D. Seider Multi-step non-linear predictive controller Ind Eng Chem Res 28 1989 1812 1822
23. L.H. Ungar A Bioreactor benchmark for adaptive-network based process control W.T. Miller III R.S. Sutton P.J. Werbos Neural networks for control 1990 MIT Press Cambridge, MA 387 402
24. B.W. Bequette Process dynamics: modeling, analysis and simulation 1998 Prentice-Hall New Jersey
25. J.M.T. Thompson, and H.B. Stewart Non-linear dynamics and chaos 1986 John Wiley New York
26. Ramaswamy S. Role of non-linear dynamics in model predictive control of a non-linear bioreactor. Master's thesis, The University of Akron; August 2001.
27. E. Kreyszig Advanced engineering mathematics 6th ed. 1998 John Wiley New York p. 1069
28. M.A. Henson Non-linear model predictive control: current status and future directions Comput Chem Eng 23 1998 187 202
29. E.S. Meadows, and J.B. Rawlings Model predictive control M.A. Henson D.E. Seborg Non-linear process control 1997 Prentice-Hall 233 310
30. P.R. Patnaik A simulation study of dynamic neural filtering and control of a fed-batch bioreactor under non-ideal conditions Chem Eng J 84 2001 533 541
31. S. Sengupta, and J.M. Modak Optimization of fed-batch bioreactor for immobilized enzyme processes Chem Eng Sci 56 2001 3315 3325