On-line optimization via off-line parametric optimization tools

Computers and Chemical Engineering

Volumn 24, Issue 2-7, 2000, Pages 183-188

  Pistikopoulos, Efstratios N ^a   Dua, Vivek ^a   Bozinis, Nikolaos A ^a   Bemporad, Alberto ^b   Morari, Manfred ^b  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b ETH ZURICH   (Switzerland)

Author keywords

Model predictive control; Multi parametric quadratic programming; Real time optimization

Indexed keywords

CHEMICAL PLANTS; CONSTRAINT THEORY; INDUSTRY; OPTIMIZATION; PREDICTIVE CONTROL SYSTEMS; QUADRATIC PROGRAMMING;

LINEAR INEQUALITIES; MODEL PREDICTIVE CONTROL; MULTI PARAMETRIC QUADRATIC PROGRAMS;

ALGORITHMS;

CALCULATION; CHEMICAL ENGINEERING; CHEMICAL INDUSTRY; COMPUTER PROGRAM; CONFERENCE PAPER; MATHEMATICAL ANALYSIS; ONLINE COMPUTER;

EID: 0034661285     PISSN: 00981354     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0098-1354(00)00510-x     Document Type: Conference Paper

References (15)

1. Acevedo, J., & Pistikopoulos, E. N. (1997). A multi-parametric programming approach for linear process engineering problems under uncertainty. Industrial Engineering & Chemistry Research, 36, 717-728.
2. Bemporad, A., & Morari, M. (1999). Control of systems integrating logic, dynamics, and constraints. Automatica, 35(3), 407-427.
3. Bemporad, A., Morari, M., Dua, V., & Pistikopoulos, E. N. (1999). The explicit linear quadratic regulator for constrained systems. Technical Report AUT99-16, Automatic Control Lab, ETH Zurich, http://control.ethz.ch.
4. Chisci, L., & Zappa, G. (1999). Fast algorithm for a constrained infinite horizon LQ problem. International Journal on Control, 72(11), 1020-1026.
5. Chmielewski, D., & Manousiouthakis, V. (1996). On constrained infinite-time linear quadratic optimal control. Systems & Control Letters, 29(3), 121-130.
6. Dua, V., & Pistikopoulos, E. N. (1999). Algorithms for the solution of multiparametric mixed-integer nonlinear optimization problems. Industrial Engineering & Chemistry Research, 38, 3976-3987.
7. Fiacco, A. V. (1983). Introduction to sensitivity and stability analysis in nonlinear programming. New York, USA: Academic Press.
8. Gal, T. (1995). Postoptimal analyses, parametric programming, and related topics. New York: De Gruyter.
9. Morari, M., & Lee, J. H. (1999). Model predictive control: past, present and future. Computers & Chemical Engineering, 23, 667-682.
10. Papalexandri, K. P., & Dimkou, T. I. (1998). A parametric mixed-integer optimization algorithm for multiobjective engineering problems involving discrete decisions. Industrial Engineering & Chemistry Research, 37(5), 1866-1882.
11. Pertsinidis, A., Grossmann, I. E., & McRae, G. J. (1998). Parametric optimization of MILP programs and a framework for the parametric optimization of MINLPs. Computers & Chemical Engineering, 22, S205.
12. Pistikopoulos, E. N., & Dua, V. (1998). Planning under uncertainty: a parametric optimization approach. In J. F. Pekny, & G. E. Blau, Proceedings of the third international conference on foundations of computer-aided process operations (pp. 164-169).
13. Scokaert, P. O. M., & Rawlings, J. B. (1998). Constrained linear quadratic regulation. IEEE Transactions on Automatic Control, 43(8), 1163-1169.
14. Sznaier, M., & Damborg, M. J. (1987). Sub-optimal control of linear systems with state and control inequality constraints. In Proceedings of the 26th IEEE conference on decision and control, vol. I (pp. 761-762).
15. Zafiriou, E. (1990). Robust model predictive control of processes with hard constraints. Computers & Chemical Engineering, 14(4/5), 359-371.