Multi-objective optimization for model predictive control

ISA Transactions

Volumn 46, Issue 3, 2007, Pages 351-361

  Wojsznis, Willy ^a   Mehta, Ashish ^a   Wojsznis, Peter ^a   Thiele, Dirk ^a   Blevins, Terry ^a  

^a EMERSON PROCESS MANAGEMENT   (United States)

Author keywords

Linear programming (LP); Model predictive control (MPC); Multi objective optimization; Optimization

Indexed keywords

CONSTRAINT THEORY; DYNAMICAL SYSTEMS; INDUSTRIAL ECONOMICS; PREDICTIVE CONTROL SYSTEMS; PROCESS CONTROL;

CONSTRAINT VARIABLES; CONTROL VARIABLES (CV); MODEL PREDICTIVE CONTROL (MPC); OBJECTIVE FUNCTIONS;

OPTIMIZATION;

EID: 34249310576     PISSN: 00190578     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isatra.2006.10.002     Document Type: Article

References (15)

1. Edgar T., Himmelblau D., and Lasdon L. Optimization of chemical processes (2001), McGraw-Hill
2. Qin S.J., and Badgwell T.A. An overview of industrial model predictive control technology. Fifth international conference on chemical process control (1997), AIChE and CACHE 232-256
3. Matthias E, Xavier G. Multiple criteria optimization. Kluwer's international series. 2002
4. Tyler ML, Morari M. Propositional logic in control and monitoring problems. In: Proceedings of European control conference'97. 1997. p. 623-8
5. Vada J, Slupphaug O, Foss BA. Infeasibility handling in linear MPC subject to prioritized constraints. In: PreprintsIFAC'99 14th world congress. 1999
6. Vada J, Slupphaug O, Johansen TA. Efficient infeasibility handling in linear MPC subject to prioritized constraints. In: ACC2002 proceedings. 2002
7. Wojsznis WT, Thiele D, Wojsznis P, Mehta A. Integration of real time process optimizer with a model predictive function block. In: ISA conference. 2002
8. Wojsznis W, Blevins T, Nixon M, Wojsznis P. Infeasibility handing in MPC with prioritized constraints. In: ISA conference. 2003
9. Mehta A, Wojsznis W, Thiele D, Blevins T. Constraints handling in multivariable system by managing MPC squared controller. In: ISA conference. 2003
10. Wojsznis W, Blevins T, Wojsznis P, Mehta A. Extending LP optimizer functionality for model predictive control. In: CDC/ECC 06. 2006
11. http://easydeltav.com/keytechnologies/index.asp
12. Press W.H., Teukolsky S.A., Vetterling W.T., and Flannery B.P. Numerical recipes in C (1997), Cambridge University Press
13. Maciejowski J.M. Predictive control with constraints (2002), Prentice-Hall
14. Boudreau M. Squared model predictive controller performance on the shell standard control problem. In: ISA conference. 2003
15. Núñez-Reyes A, Scheffer-Dutra CB, Bordons C. Comparison of different predictive controllers with multi-objective optimization. Application to an olive mill. In: Congress of control applications, Glasgow; 2002. p. 1242-47