Optimization of batch cooling crystallization

被引:77
作者
Choong, KL [1 ]
Smith, R [1 ]
机构
[1] Univ Manchester, Inst Sci & Technol, Dept Proc Integrat, Manchester, Lancs, England
关键词
optimization; simulated annealing; crystallization; nucleation; particulate processes; separations;
D O I
10.1016/j.ces.2003.09.025
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
A novel framework has been proposed for optimizing batch cooling crystallization operation. The optimization strategy is effective for highly non-linear and dynamic mathematical systems such as batch cooling crystallization systems. The proposed framework can implement constrained multivariable optimization without the tendency of being trapped into local optima. Variables that can be optimized simultaneously include the cooling profile, seed size, mass of seeds, batch time, initial and final temperatures. Optimizations have been implemented on both seeded and unseeded processes of the citric acid-water system. The optimized operation leads to improvements that otherwise cannot be attained by using conventional approaches. Optimization results also suggest that seeding can increase the flexibility of the operation. (C) 2003 Elsevier Ltd. All rights reserved.
引用
收藏
页码:313 / 327
页数:15
相关论文
共 22 条
[1]  
AARTS EHL, 1985, PHILIPS J RES, V40, P193
[2]  
[Anonymous], SCIENCE
[3]   Importance of macromixing in batch cooling crystallization [J].
Bohlin, M ;
Rasmuson, AC .
AICHE JOURNAL, 1996, 42 (03) :691-699
[4]   APPLICATION OF CONTROLLED COOLING AND SEEDING IN BATCH CRYSTALLIZATION [J].
BOHLIN, M ;
RASMUSON, AC .
CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 1992, 70 (01) :120-126
[5]   Optimal seeding in batch crystallization [J].
Chung, SH ;
Ma, DL ;
Braatz, RD .
CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 1999, 77 (03) :590-596
[6]   GLOBAL OPTIMIZATION AND SIMULATED ANNEALING [J].
DEKKERS, A ;
AARTS, E .
MATHEMATICAL PROGRAMMING, 1991, 50 (03) :367-393
[7]  
Edgar TF, 1989, OPTIMIZATION CHEM PR
[8]  
Genck WJ, 2000, CHEM ENG-NEW YORK, V107, P90
[9]  
Griffiths H., 1925, J SOC CHEM IND LOND, V44, pT7
[10]   Simulated annealing for the optimization of batch distillation processes [J].
Hanke, M ;
Li, P .
COMPUTERS & CHEMICAL ENGINEERING, 2000, 24 (01) :1-8