Model predictive control-Building a bridge between theory and practice

Computers and Chemical Engineering

Volumn 30, Issue 10-12, 2006, Pages 1426-1435

  Froisy, J Brian ^a  

^a Aspen Technology   (United States)

Author keywords

Industrial process control; Model predictive control; MPC; State space

Indexed keywords

COMPUTER SOFTWARE; LOGIC DESIGN; MATHEMATICAL MODELS; NUMERICAL ANALYSIS; PREDICTIVE CONTROL SYSTEMS; PROCESS CONTROL;

INDUSTRIAL PROCESS CONTROL; MODEL PREDICTIVE CONTROL (MPC); NUMERICAL ALGORITHMS;

PROCESS ENGINEERING;

COMPUTER SOFTWARE; LOGIC DESIGN; MATHEMATICAL MODELS; NUMERICAL ANALYSIS; PREDICTIVE CONTROL SYSTEMS; PROCESS CONTROL; PROCESS ENGINEERING;

EID: 33747889398     PISSN: 00981354     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compchemeng.2006.05.044     Document Type: Article

References (19)

1. Bemporad A., and Morari M. Control of systems integrating logic, dynamics and constraints. Automatica (special issue on hybrid systems) 35 3 (1999) 407-427
2. Cutler C.R., and Ramaker B.L. Dynamic matrix control-a computer control algorithm. Proceedings of the automatic control conference (1980)
3. Froisy J.B., and Richalet J. Industrial applications of IDCOM. In: Morari M., and McAvoy T.J. (Eds). Proceedings of the Chemical Process Control-III (1986), Elsevier 233-244
4. Garcia C.E., and Prett D.M. Advances in industrial model-predictive control. In: Morari M., and McAvoy T.J. (Eds). Proceedings of the chemical process control-III (1986), Elsevier 245-293
5. Mehra R.K., Rouhani R., Eterno J., Richalet J., and Rault A. Model algorithmic control (MAC): Review and recent developments. In: Seborg D.E., and Edgar T.F. (Eds). Proceeding of the engineering foundation conference (CPC2) (1981) 287-309
6. Morari M., and Lee J.L. Model predictive control: The good, the bad and the ugly. In: Arkun Y., and Ray W.H. (Eds). Proceedings of the fourth international conference on chemical process control (1991) 419-444
7. Muske K.R., and Badgwell T.A. Disturbance modeling for offset-free linear model predictive control. Journal of Process Control 12 (2002) 617-632
8. Muske K.R., and Rawlings J.B. Model predictive control with linear models. AIChE Journal 39 2 (1993) 262-287
9. Odelson B.J., and Rawlings J.B. Online monitoring of MPC disturbance models from closed-loop data. Proceedings of the American control conference (2003) 2714-2719
10. Qin S.J., and Badgwell T.A. An overview of industrial model predictive control technology. In: Kantor J.C., Garcia, and Caranahan B. (Eds). Proceedings of the fifth international conference of chemical process control, Vol. 93 (1997) 232-256
11. Qin S.J., and Badgwell T.A. A survey of industrial model predictive control technology. Control Engineering Practice 11/7 (2003) 733-764
12. Richalet J.A., Rault J.L., Testud, and Papon J. Model predictive heuristic control: Application to industrial processes. Automatica 14 (1978) 413-428
13. Ricker N.L. Model predictive control: State of the art. In: Arkun Y., and Ray W.H. (Eds). Proceedings of the fourth international conference on chemical process control (1991) 271-296
14. Scokaert P.O.M., and Rawlings J.B. Infinite horizon linear quadratic control with constraints. Proceedings of the IFAC '96 world congress (1996) 109-114
15. Shinskey F.G. Feedback controllers for the process industries (1994), McGraw-Hill, New York
16. Vogel E.F., and Downs J.J. Industrial experience with state-space model predictive control. In: Rawlings J.B., Ogunnaike B.A., and Eaton J.W. (Eds). Proceedings of the sixth international conference on chemical process control, Vol. 98 (2002) 438-442
17. Wright S.J. Applying new optimization algorithms to model predictive control. In: Kantor J.C., Garcia, and Caranahan B. (Eds). Proceedings of the fifth international conference of chemical process control, Vol. 93 (1997) 147-155
18. Young R.E., Bartusiak R.D., and Fontaine R.W. Evolution of an industrial nonlinear predictive controller. In: Rawlings J.B., Ogunnaike B.A., and Eaton J.W. (Eds). Proceedings of the sixth international conference on chemical process control, Vol. 98 (2002) 342-351
19. Zafirou E. On the effect of tuning parameters and constraints on the robustness of model predictive controllers. In: Arkun Y., and Ray W.H. (Eds). Proceedings of the fourth international conference on chemical process control (1991) 363-394