Batch control improvement by model predictive control based on multiple reduced-models

Chemical Engineering Journal

Volumn 145, Issue 1, 2008, Pages 129-134

  Konakom, Kwantip ^a   Kittisupakorn, Paisan ^a   Mujtaba, Iqbal M ^b  

^a CHULALONGKORN UNIVERSITY   (Thailand)

^b UNIVERSITY OF BRADFORD   (United Kingdom)

Author keywords

Exothermic batch reactor; Model predictive control; Model reduction; Multiple models

Indexed keywords

BATCH REACTORS; CONTROL THEORY; PREDICTIVE CONTROL SYSTEMS; ROBUST CONTROL; THEOREM PROVING;

BATCH CONTROL; CLOSED LOOPS; CLOSED-LOOP POLES; CONTROL PERFORMANCES; EXOTHERMIC BATCH REACTOR; MODEL CONSTRUCTION; MODEL-BASED CONTROLLERS; MODEL-REDUCTION; MULTIPLE MODELS; PREDICTIVE CONTROL; RUNNING-IN; SIMULATION RESULTS; STEADY-STATES;

MODEL PREDICTIVE CONTROL;

EID: 53849097673     PISSN: 13858947     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cej.2008.07.043     Document Type: Article

References (18)

1. Arpornwichanop A., Kittisupakorn P., and Hussain M.A. Model-based control strategies for a chemical batch reactor with exothermic reactions. Korean J. Chem. Eng. 19 2 (2002) 221-226
2. Aufderheide B., and Bequette B.W. Extension of dynamic matrix control to multiple models. Comp. Chem. Eng. 27 (2003) 1079-1096
3. Aziz N., Hussain M.A., and Mujtaba I.M. Performance of different types of controllers in tracking optimal temperature profiles in batch reactors. Comput. Chem. Eng. 24 (2000) 1069-1075
4. Cho W., Edgar T.F., and Lee J. Iterative learning dual-mode control of exothermic batch reactors. Control Conference 5th Asian, vol. 2 (2004) 1270-1275
5. Favoreel W., De-Moor B., and Van-Overschee P. Subspace state-space system identification for industrial processes. J. Proc. Cont. 10 (2000) 149-155
6. Henson M.A. Nonlinear model predictive control: current status and future directions. Comput. Chem. Eng. 23 (1998) 187-202
7. Irwin G.W., and Townsend S. Predictive control using multiple model networks, model predictive control: techniques and application. IEE Two-day Workshop on London. UK (1999) pp. 5/1-5/7
8. Jutan A., and Uppal A. Combined feedforward-feedback servo control scheme for an exothermic batch reactor. Ind. Eng. Chem. Proc. Des. Dev. 23 (1984) 597-602
9. P. Kaewpradit, Application of data reconciliation for a steel pickling process, Master's thesis, Faculty of Engineering, Chulalongkorn University, 2002.
10. Kershenbaum L.S., and Kittisupakorn P. The use of a partially simulated exothermic (PARSEX) reactor for experimental testing of control algorithms. Trans. IChemE 72 January (Part A) (1994) 55-63
11. Kittisupakorn P., and Hussain M.A. Model predictive control for the reactant concentration control of a reactor. Korean J. Chem. Eng. 17 (2000) 368-372
12. Leyla O., Mayuresh V.K., and Georgakisb C. Control of a solution copolymerization reactor using multi-model predictive control. Chem. Eng. Sci. 58 (2003) 1207-1221
13. Nering E.D. Linear Algebra and Matrix Theory. second ed. (1963), John Wiley & Sons, New York
14. Qin S.J., and Badgwell T.A. A survey of industrial model predictive control technology. Cont. Eng. Pract. 11 (2003) 733-764
15. Rao R.R., Aufderheide B., and Bequette B.W. Multiple model predictive control of hemodynamic variables: an experimental study. Proceedings of the American Control Conference. NJ (1999), IEEE Publications 1253-1257
16. Shinskey F.G., and Weinstein J.L. A dual-mode control system for a batch exothermic reactor. Twentieth Annual ISA Conference, vol. 10. Los Angeles, CA (1965) 4-7
17. Skogestad S., and Postlethwaite I. Multivariable Feedback Control: Analysis and Design (1996), John Wiley and Sons
18. Zhou K., and Doyle J.C. Essentials of Robust Control (1998), Prentice Hall, New Jersey