Recursive data-based prediction and control of product quality for a PMMA batch process

Chemical Engineering Science

Volumn 58, Issue 14, 2003, Pages 3215-3221

  Pan, Yangdong ^a   Lee, Jay H ^b  

^a PURDUE UNIVERSITY   (United States)

^b Georgia Institute of Technology   (United States)

Author keywords

Batch reactor control; Data based control; MMA polymerization; Quality control; Recursive prediction

Indexed keywords

CHEMICAL REACTORS; MATHEMATICAL MODELS; MOLECULAR WEIGHT; POLYMERIZATION;

RECURSIVE DATA-BASED PREDICTION;

POLYMETHYL METHACRYLATES;

BATCH PROCESS;

EID: 0037623730     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0009-2509(03)00190-8     Document Type: Article

References (15)

1. Chen G. McAvoy T. Process control utilizing data based multivariate statistical models Canadian Journal of Chemical Engineering 74 1996 1010
2. Chen G. McAvoy T. Piovoso M. A multivariate statistical controller for on-line quality improvement Journal of Proceedings of Control 8 1998 139-149
3. Crowley T.J. Choi K.Y. On-line monitoring and control of a batch polymerization reactor Journal of Proceedings of Control 6 2,3 1996 119-127
4. Dong D. McAvoy T. Zafiriou E. Batch-to-batch optimization using neural network models Industrial Engineering and Chemical Research 35 1996 2269
5. Ellis M.F. Taylor T.W. Jensen K.F. On-line molecular weight distribution estimation and control in batch polymerization A.I.Ch.E. Journal 40 3 1994 445-462
6. Joseph B. Hanratty F. Predictive control of quality in a batch manufacturing process using artificial neural network models Industrial Engineering and Chemical Research 32 9 1993 1951-1961
7. Kaspar M.H. Ray W.H. Dynamic PLS modeling for process control Chemical Engineering Science 48 1993 3447
8. Nomikos P. MacGregor J.F. Monitoring batch processes using multiway principal component analysis A.I.Ch.E. Journal 40 1994 1361-1375
9. Nomikos P. MacGregor J.F. Multi-way partial least squares in monitoring batch process Chemometric and Intelligent Laboratory Systems 30 1995 97-108
10. Peterson T. Hernandez E. Arkun Y. Schork F.J. A nonlinear DMC algorithm and its application to a semibatch polymerization reactor Chemical Engineering Science 47 4 1992 737-753
11. Piovoso M. Kosanovich K. Applications of multivariable statistical methods to process monitoring and controller design International Journal of Control 59 1994 743
12. Russell S.A. Kesavan P. Lee J.H. Ogunnaike B. Recursive data-based prediction and control of product quality for batch and semi-batch processes applied to a nylon 6,6 autoclave A.I.Ch.E. Journal 44 1998 2442-2464
13. Seth V. Gupta S.K. Free radical polymerizations associated with the trommsdorff effect under semibatch reactor conditions: An improved model Journal of Polymer Engineering 15 1996 283-326
14. Soroush M. Kravaris C. Nonlinear control of a batch polymerization reactor: An experimental study A.I.Ch.E. Journal 38 1992 1429-1448
15. Yabuki Y. MacGregor J.F. Product quality control in semibatch reactors using midcourse correction policies Industrial Engineering and Chemical Research 36 1997 1268-1275