Polymer property control in a continuous styrene polymerization reactor using model-on-demand predictive controller

Korean Journal of Chemical Engineering

Volumn 20, Issue 1, 2003, Pages 14-21

  Hur, Su Mi ^a   Park, Myung June ^a   Rhee, Hyun Ku ^a  

^a Seoul National University   (South Korea)

Author keywords

Continuous Reactor; Model on Demand (MoD); Polymer Property Control; Predictive Control; Styrene Polymerization

Indexed keywords

COMPUTER SIMULATION; LINEARIZATION; MATHEMATICAL MODELS; POLYMERIZATION; POLYNOMIALS; REGRESSION ANALYSIS; STYRENE; THERMAL EFFECTS;

MULTIPLE INPUT MULTIPLE OUTPUT (MIMO) SYSTEMS;

PREDICTIVE CONTROL SYSTEMS;

EID: 0037245036     PISSN: 02561115     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02697178     Document Type: Article

References (17)

1. thIEEE Conf. Decision and Control, Phoenix, Arizona, USA, December 7-10 (1999).
2. Braun, M. W., McNamara, B. A., Rivera, D. E. and Stenman, A., "Model-on-Demand Identification for Control; An Experimental Study and Feasibility Analysis for MoD-based Predictive Control," Proc. IFAC Symp. Sys. Ident, Santa Barbara, California, USA, June 21-23 (2000).
3. Cho, K.-H., Yeo, Y.-K., Kim, J.-S. and Koh, S.-T., "Fuzzy Model Predictive Control of Nonlinear pH Process," Korean J. Chem. Eng., 16, 208 (1999).
4. Cybenko, G., "Just-in-Time Learning and Estimation," Identification, Adaptation, Learning, NATO AST series, 423-434, Springer (1996).
5. Embirucu, M., Lima, E. L. and Pinto, J. C., "A Survey of Advanced Control of Polymerization Reactors," Polym. Eng. Sci., 36(4), 433 (1996).
6. Fruzzetti, K., Palazoglu, A. and McDonald, K., "Nonlinear Model Predictive Control Using Hammerstein Models," J. Proc. Control, 7, 31 (1995).
7. Hamer, J. W., Akarmov, T. A. and Ray, W. H., "The Dynamic Behavior of Continuous Polymerization Reactors H. Nonisothermal Solution Homopolymerization and Copolymerization in a CSTR," Chem. Eng. Sci., 36, 1897 (1981).
8. Henson, M. A., "Nonlinear Model Predictive Control: Current Status and Future Directions," Comp. Chem. Eng., 23, 187 (1998).
9. Hemandez, E. and Arkun Y., "Control of Nonlinear Systems Using Polynomial ARMA Models," AIChE J., 39(3), 446 (1998).
10. Ljung, L., "System Identification-Theory for the User," PTR Prentice Hall, NJ (1999).
11. Maner, B. R. and Doyle, F. J., III, "Polymerization Reactor Control Using Autoregressive-Plus Volterra-Based MPC," AIChE J., 43(7), 1763 (1997).
12. Na, S.-S. and Rhee, H.-K., "Polynomial ARMA Model Identification for a Continuous Styrene Polymerization Reactor Using On-line Measurements of Polymer Properties," J. Appl. Polym. Sci., 76(13), 1889 (2000).
13. Na, S.-S. and Rhee, H.-K., "An Experimental Study for Property Control in a Continuous Styrene Polymerization Reactor Using a Polynomial ARMA Model," Chem. Eng. Sci., 57(7), 1165 (2002).
14. Schork, F. J., Deshpande, P. B. and Leffew, K. W., "Control of Polymerization Reactors," Marcel Dekker, Inc. (1993).
15. Stenman, A., "Model on Demand: Algorithms, Analysis and Applications," PhD thesis, Dept of EE, Linkoping University, Linkoping, Sweden (1999a).
16. th IEEE Conf. Decision and Control, Phoenix, Arizona, USA, December 7-10 (1999b).
17. Yoo, C. K., Choi, S. W. and Lee, I.-B., "Adaptive Modeling and Classification of the Secondary Settling Tank," Korean J. Chem. Eng., 19, 377 (2002).