Real-time dynamic optimization of batch crystallization processes

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 17, Issue 1 PART 1, 2008, Pages

  Mesbah, Ali ^a   Kalbasenka, Alex ^a   Huesman, Adrie ^a   Kramer, Herman ^a   Van Den Hof, Paul M J ^a  

^a NONE

Author keywords

Batch and semi batch process control; Control of particulate processes; Real time optimization and control

Indexed keywords

BATCH AND SEMI-BATCH PROCESS CONTROL; BATCH CRYSTALLIZATION PROCESS; CLOSED-LOOP; CRYSTAL VOLUME; FED BATCHES; FEEDBACK CONTROL STRUCTURES; INDUSTRIAL CRYSTALLIZATION; MODEL MISMATCH; MOMENT MODEL; ONLINE OPTIMIZATION; OPEN LOOPS; OPTIMAL CONTROL PROBLEM; OPTIMAL CONTROL STRATEGY; OPTIMAL CONTROLS; OPTIMIZERS; PRODUCT CRYSTALS; REAL TIME OPTIMIZATION AND CONTROL; REAL-TIME DYNAMICS; REAL-TIME IMPLEMENTATIONS; REPRODUCIBILITIES; SEQUENTIAL OPTIMIZATION; SOLUTE CONCENTRATIONS; STATE VARIABLES;

BATCH DATA PROCESSING; CLOSED LOOP CONTROL SYSTEMS; CRYSTALLIZATION; CRYSTALLIZERS; FEEDBACK; FEEDBACK CONTROL; OPTIMAL CONTROL SYSTEMS; OPTIMIZATION; REAL TIME CONTROL; STATE FEEDBACK;

PROCESS CONTROL;

EID: 79961019910     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20080706-5-KR-1001.0880     Document Type: Conference Paper

References (16)

1. L.T. Biegler, and J.E. Cuthrell. Improved infeasible path optimization for sequential modular simulators II: The optimization algorithm. Comp. Chem. Eng., 9:257-267, 1985.
2. C.T. Chang, and M.A.F. Epstein. Simulation studies of a feedback control strategy for batch crystallizers. In Fundamental Aspects of Crystallization Precipitation Processes, pages 110-119. AICHE, New York, 1987.
3. G. Ciccarella, M. Dalla Mora, and A. Germani. A Luenberger-like observer for nonlinear systems. Int. J. Control, 57:537-556, 1993.
4. N. Doki, N. Kubota, M. Yokota, and A. Chianese. Determination of critical seed loading ratio for the production of crystals of uni-modal size distribution in batch cooling crystallization of potassium alum. J. Chem. Eng. Japan, 35:670-676, 2002.
5. J.W. Eaton, and J.B. Rawlings. Feedback control of chemical processes using on-line optimization techniques. J. Computers Chem. Eng., 14:469-479, 1990.
6. Q. Hu, S. Rohani, D.X. Wang, and A. Jutan. Optimal control of a batch cooling seeded crystallizer. Powder Technology, 156:170-176, 2005. (Pubitemid 41207712)
7. A.N. Kalbasenka, L. Spierings, A.E.M. Huesman, and H.J.M. Kramer. Application of seeding as a process actuator in a model predictive control framework for fed-batch crystallization of ammonium sulphate. Part. Part. Syst. Charact., 24:140-148, 2007.
8. A.N. Kalbasenka, J. Landlust, A.E.M. Huesman, and H.J.M. Kramer. Application of observation techniques in a model predictive control framework of fed-batch crystallization of ammonium sulphate. In Proceedings of 5th World Congress on Particle Technology. Orlando, 2006.
9. Y.D. Lang, A.M. Cervantes, and L.T. Biegler. Dynamic optimization of a batch cooling crystallization process. Ind. Eng. Chem. Res., 38:1469-1477, 1999.
10. D.L. Ma, D.K. Tafti, and R.D. Braatz. Optimal control and simulation of multidimensional crystallization process. Computers Chem. Eng., 26:1103-1116, 2002.
11. A. Mesbah, A.N. Kalbasenka, A.E.M. Huesman, H.J.M. Kramer, P.J. Jansens, and P.M.J. Van den Hof. Real-time dynamic optimization of crystal yield in a fed-batch evaporative crystallization of ammonium sulphate. In Proceedings of the 14th International Workshop on Industrial Crystallization, pages 81-88. CapeTown, 2007.
12. S.M. Miller, and J.B. Rawlings. Model identification and control strategies for batch cooling crystallizers. AIChE, 40:1312-1327, 1994.
13. S.M. Nowee, A. Abbas, and J.A. Romagnoli. Optimization in seeded cooling crystallization: A parameter estimation and dynamic optimization study. Chem. Eng. Process., 46:1096-1106, 2007.
14. A. Randolph, and M.A. Larson. Theory of Particulate Process. Academic Press, San Diego, 1988.
15. W. Xie, S. Rohani, and A. Phoenix. Extended Kalman Filter based nonlinear geometric control of a seeded batch cooling crystallizer. Chem. Eng. Comm., 187: 229-249, 2001.
16. G.P. Zhang, and S. Rohani. On-line optimal control of a seeded batch cooling crystallizer. Chem. Eng. Sci., 58:1887-1896, 2003.