Batch-to-batch optimal control of nonlinear batch processes based on incrementally updated models

IEE Proceedings: Control Theory and Applications

Volumn 151, Issue 2, 2004, Pages 158-165

  Xiong, Z ^a   Zhang, J ^a  

^a NEWCASTLE UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DATA REDUCTION; DEGREES OF FREEDOM (MECHANICS); ERROR ANALYSIS; LEARNING SYSTEMS; LINEARIZATION; MATHEMATICAL MODELS; OPTIMAL CONTROL SYSTEMS; PRODUCT DEVELOPMENT; QUALITY CONTROL;

BATCH PROCESSES; CONTROL INTERVALS; OPERATING CONDITIONS; PRODUCT QUALITY;

NONLINEAR SYSTEMS;

EID: 2342499995     PISSN: 13502379     EISSN: None     Source Type: Journal    
DOI: 10.1049/ip-cta:20040181     Document Type: Conference Paper

References (21)

1. Bonvin, D.: 'Optimal operation of batch reactors - a personal view', J. Process Control, 1998, 8, pp. 355-368
2. Dong, D., Mcavoy, T.J., and Zafiriou, E.: 'Batch-to-batch optimization using neural network models', Ind. Eng. Chem. Res., 1996, 35, pp. 2269-2276
3. Clarke-Pringle, T.L., and Macgregor, J.F.: 'Optimization of molecular-weight distribution using batch-to-batch adjustments', Ind. Eng. Chem. Res., 1998, 37, pp. 3660-3669
4. Doyle, III, F.J., Harrison, C.A., and Crowley, T.J.: 'Hybrid model-based approach to batch-to-batch control of particle size distribution in emulsion polymerisation', Comput. Chem. Eng., 2003, 27, pp. 1153-1163
5. Srinivasan, B., Bonvin, D., Visser, E., and Palanki, S.: 'Dynamic optimization of batch processes II. Role of measurements in handling uncertainty', Comput. Chem. Eng., 2003, 27, pp. 27-44
6. Chin, I.S., Lee, K.S., and Lee, J.H.: 'A technique for integrated quality control, profile control, and constraint handling for batch processes', Ind. Eng. Chem. Res., 2000, 39, pp. 693-705
7. Lee, J.H., Lee, K.S., and Kim, W.C.: 'Model-based iterative learning control with a quadratic criterion for time-varying linear systems', Automatica, 2000, 36, pp. 641-657
8. Gao, F., Yang, Y., and Shao, C.: 'Robust iterative learning control with applications to injection molding process', Chem. Eng. Sci., 2001, 56, pp. 7025-7034
9. Xiong, Z., and Zhang, J.: 'Product quality trajectory tracking in batch processes using iterative learning control based on time-varying perturbation models', Ind. Eng. Chem. Res., 2003, 42, pp. 6802-6814
10. Campbell, W.J., Firth, S.K., Toprac, A.J., and Edgar, T.F.: 'A comparison of run-to-run control algorithms'. Proc. American Control Conf., Anchorage, AK, 2002, pp. 2150-2155.
11. Lee, K.S., and Lee, J.H.: 'Model predictive control for nonlinear batch processes with asymptotically perfect tracking', Comput. Chem. Eng., 1997, 21, (Suppl.), pp. s873-s879
12. Lee, J., Lee, K.S., Lee, J.H., and Park, P.: 'An on-line batch span minimization and quality control strategy for batch and semi-batch process', Control Eng. Pract., 2001, 9, pp. 901-909
13. Moore, K.L.: 'Iterative learning control for deterministic systems - Advances in industrial control' (Springer-Verlag, London, 1993)
14. Saab, S.S.: 'A discrete-time learning control algorithm for a class of linear time-invariant systems', IEEE Trans. Autom. Control, 1995, 40, pp. 1138-1142
15. Amann, N., Owens, D.H., and Rogers, E.: 'Iterative learning control for discrete-time system with exponential rate of convergence', IEE Proc., Control Theory Appl., 1996, 143, (2), pp. 217-224
16. Russell, S.A., Kesavan, P., and Lee, J.H.: 'Recursive data-based prediction and control of batch product quality', AIChE J., 1998, 44, pp. 2442-2458
17. Thomas, I.M., and Kiparissides, C.: 'Computation of the near-optimal temperature and initiator policies for a batch polymerisation reactor', Can. J. Chem. Eng., 1984, 62, pp. 284-291
18. Tian, Y., Zhang, J., and Morris, A.J.: 'Optimal control of a batch emulsion copolymerisation reactor based on recurrent neural network models', Chem. Eng. Process., 2002, 41, (6), pp. 531-538
19. Tian, Y., Zhang, J., and Morris, A.J.: 'Modelling and optimal control of a batch polymerisation reactor using a hybrid stacked recurrent neural network model', Ind. Eng. Chem. Res., 2001, 40, (21), pp. 4525-4535
20. Ray, W.H.: 'Advanced process control' (McGraw-Hill, New York, 1981)
21. Logsdon, J.S., and Biegler, L.T.: 'Accurate solution of differential-algebraic optimization problems', Ind. Eng. Chem. Res., 1989, 28, pp. 1628-1639