DCS implementation of optimal operational policies: A crystallisation case study

International Journal of Computer Applications in Technology

Volumn 25, Issue 4, 2006, Pages 198-208

  Abbas, Ali ^a   Romagnoli, Jose A ^b,c,d,e  

^a Nanyang Technological University   (Singapore)

^b LOUISIANA STATE UNIVERSITY   (United States)

^c PSE Laboratory   (Japan)

^d Australian Academy of Technological Sciences and Engineering   (Australia)

^e Institution of Engineers   (Australia)

Author keywords

Advanced operation; Batch; Crystallisation; Distributed Control System (DCS); Inferential; Model predictive control; Modelling; Optimal control; Particulate processes

Indexed keywords

BATCH DATA PROCESSING; COMPUTER SOFTWARE; CRYSTALLIZATION; LARGE SCALE SYSTEMS; MULTILAYERS; OPTIMAL SYSTEMS; PREDICTIVE CONTROL SYSTEMS;

ADVANCED OPERATION; INFERENTIAL; MODEL PREDICTIVE CONTROL; MODELLING; OPTIMAL CONTROL; PARTICULATE PROCESSES;

DISTRIBUTED PARAMETER CONTROL SYSTEMS;

EID: 33646747947     PISSN: 09528091     EISSN: None     Source Type: Journal    
DOI: 10.1504/IJCAT.2006.009393     Document Type: Review

References (22)

1. Abbas, A. (2003) 'A model-based framework for advanced operation of crystallization processes: a pilot-scale study', PhD Dissertation, Department of Chemical Engineering, Australia: The University of Sydney.
2. Abbas, A. and Romagnoli, J.A. (2003) 'Modelling environment for the advanced operation of crystallisation processes', process systems engineering 2003, Pts A and B', in B. Chen and A.W. Westerberg (Eds). Computer-Aided Process Engineering, Vol. 15, pp.1250-1255.
3. Abbas, A. and Romagnoli, J.A. (in press) 'Multiscale modeling, simulation and validation of batch cooling crystallization', Separation Science and Technology.
4. Abbas, A., Guevara, V. and Romagnoli, J. (2002) Hybrid Modeling: Architecture for the Solution of Complex Process Systems, ESCAPE-12, 26-29 May, The Hague, The Netherlands.
5. Chiu, T. and Christofides, D.P. (1999) 'Nonlinear control of particulate processes', AIChE Journal, Vol. 45, No. 6, pp.1279-1297.
6. Chiu, T. and Christofides, D.P. (2000) 'Robust control of particulate processes using uncertain population balances', AIChE Journal, Vol. 46, No. 2, pp.266-280.
7. Eek, R.A. (1995) 'Control and dynamic modeling of industrial suspension crystallisers', PhD Dissertation, Technical University of Delft, Netherlands.
8. Fevotte, G. and Klein, J.P. (1994) 'Application of on-line calirometry to the advanced control of batch crystallisers', Chemical Engineering Science, Vol. 49, No. 9, pp.1323-1336.
9. Jager, J. (1990) 'Control of industrial crystallisers', PhD Dissertation, Netherlands: Technical University of Delft.
10. Kilpio, T. and Norden, H.V. (1996) 'Simulation and control of continuous crystallisation', Acta Polytechnica Scandinavica, Chemical Technology Series No. 235.
11. Kramer, H.J.M. and Jansens, P.J. (2003) 'Tools for design and control of industrial crystallisers - state of art and future needs', Chemical Engineering and Technology, Vol. 26, No. 3, pp.247-255.
12. Mersman, A. (2001) Crystallisation Technology Handbook, 2nd edition, NY: Marcel Dekker, Inc.
13. Miller, S.M. and Rawlings, J.B. (1994) 'Model identification and control strategies for batch cooling crystallisers', AIChE Journal, Vol. 40, No. 8, pp.1312-1327.
14. Mullin, J.W. (1993) Crystallisation, 3rd edition, London, UK: Butterworth-Heinemann.
15. Randolph, A.D. and Larson, M.A. (1988) Theory of Particulate Processes, 2nd edition, San Diego: Academic Press.
16. Rawlings, J.B., Miller, S.M. and Witkowski, W.R. (1993) 'Model identification and control of solution crystallisation processes, a review', Industrial Engineering and Chemistry Research, Vol. 32, pp. 1275-1296.
17. Rawlings, J.B., Sink, C.W. and Miller, S.M. (2002) 'Control of crystallisation processes', in A.S. Myerson (Ed). Handbook of Industrial Crystallisation, 2nd edition, Woburn: Butterworth Heinemann, pp.201-230.
18. Rohani, S., Haeri, M. and Wood, H.C. (1999) 'Modeling and control of a continuous crystallisation process, Part 2 model predictive control', Computers and Chemical Engineers, Vol. 23, pp.279-286.
19. Tavare, N.S. (1992) 'Ammonium sulfate crystallisation in a cooling batch crystalliser', Separation Science and Technology, Vol. 27, No. 11, pp. 1469-1487.
20. Xie, W. and Rohani, S. (2001) 'Application of extended Kalman filter to a batch cooling crystalliser', Separation Science and Technology, Vol. 36, No. 1, pp.3049-3069.
21. Youngquist, G. and Randloph, A. (1972) 'Secondary nucleation in a class II system, ammonium sulfate-water', AIChE Journal, Vol. 18, No. 2, pp.421-429.
22. Zhang, G.P. and Rohani, S. (2004) 'Dynamic optimal control of batch crystallisation processes', Chemical Engineering Communications, Vol. 191, pp.356-372.