Inferential-learning control of quality properties in semi-batch reactors

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 15, Issue 1, 2002, Pages 229-234

  Flores Cerrillo, Jesus ^a   MacGregor, John F ^a  

^a MCMASTER UNIVERSITY   (Canada)

Author keywords

Batch control; Learning control; Partial Least Squares; Particle size distribution; Polymerisation; Statistical process control

Indexed keywords

EID: 84945536240     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Crowley, T. J., E. S. Meadows, E. Kostoulas and F. J. Doyle III (2000). Control of Particle Size Distribution Described by a Population Balance Model of Semibatch Emulsion Polymerization. Journal of Process Control, 10, 419.
2. Crowley, T. J., C. A. Harrison and F. J. Doyle III (2001). Batch-to-Batch optimisation of PSD in emulsion polymerisation using a hybrid model. American Control Conference.
3. Flores-Cerrillo, J. and J.F. MacGregor (2002). Control of particle size distributions in emulsion semi-batch polymerization using mid-course correction policies. Accepted in Ind. Eng. Chem. Res.
4. Geladi, P. and B. R. Kowalski (1986). Partial LeastSquares Regression: A Tutorial. Anal. Chim. Acta, 185 (1), 1.
5. Kozub, D. J. (1989). Multivariate Control Design - Robustness and Nonlinear Inferential Control for Semi Batch Polymerization Reactors. Ph. D. Thesis, Department of Chemical Engineering, McMaster University, Canada.
6. Lee, K. S. and J. H. Lee (2000). Convergence of Constrained Model-Based Predictive Control for Batch Processes. IEEE Transactions on Automatic Control, 45, 1928-1932.
7. Lee, J., K. S. Lee, J. H. Lee and P. Sunwon (2001). An on-line batch span minimization and quality control strategy for batch and semi-batch processes. Control Engineering Practice, 9, 901-909.
8. Lynch, D. and C. Kiparissides (1981). Numerical Simulation of a Tubular Polymerization Reactor. J. of Applied polymer Science, 26, 1283-1293.
9. Russell, S. A., P. Kesavan, J. H. Lee and B. A. Ogunnaike (1998). Recursive Data-Based Prediction and Control of Batch Product Quality. AIChE Journal, 44, 2442-2458.
10. Yabuki, Y. and J.F. MacGregor (1997). Product Quality Control in Semibatch Reactors Using Midcourse Correction Policies. Ind. Eng. Chem. Res., 36, 1268-1275.