Modelling of crystallization process and optimization of the cooling strategy

被引:12
作者
Kim, Do Yeon [1 ]
Paul, Michaella [2 ]
Rapke, Jens-Uwe [2 ]
Wozny, Guenter [2 ]
Yang, Dae Ryook [1 ]
机构
[1] Korea Univ, Dept Chem & Biol Engn, Seoul, South Korea
[2] Tech Univ Berlin, Dept Proc Dynam & Operat, Sekr KWT 9, D-10623 Berlin, Germany
关键词
Optimal Cooling; Batch Crystallization; Meta-stable Zone; Genetic Algorithm;
D O I
10.1007/s11814-009-0207-6
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
To obtain a uniform and large crystal in seeded batch cooling crystallization, the cooling strategy is very important. In this study, an optimal cooling strategy is obtained through simulation and compared to linear and natural cooling strategies. A model for a crystallization process in a batch reactor is constructed by using population balance equation and material balance for solution concentration, and a prediction model for meta-stable limit is formulated by the dynamic meta-stable limit approach. Based on this model, an optimal cooling strategy is obtained using genetic algorithm with the objective function of minimizing the unwanted nucleation and maximizing the crystal growth rate. From the simulation results, the product from the optimal cooling strategy showed uniform and large crystal size distribution while products from the other two strategies contained significant amount of fine particles.
引用
收藏
页码:1220 / 1225
页数:6
相关论文
共 11 条
[1]   A multi-crossover genetic approach to multivariable PID controllers tuning [J].
Chang, Wei-Der .
EXPERT SYSTEMS WITH APPLICATIONS, 2007, 33 (03) :620-626
[2]  
CHOI CS, 1990, AM CHEM SOC, V29, P1558
[3]   Optimization of batch cooling crystallization [J].
Choong, KL ;
Smith, R .
CHEMICAL ENGINEERING SCIENCE, 2004, 59 (02) :313-327
[4]  
Holland J., 1975, Adaptation in Natural and Artificial Systems, DOI 10.7551/mitpress/1090.001.0001
[5]   Nonlinear kinetic parameter estimation for batch cooling seeded crystallization [J].
Hu, Q ;
Rohani, S ;
Wang, DX ;
Jutan, A .
AICHE JOURNAL, 2004, 50 (08) :1786-1794
[6]   An online strategy to increase the average crystal size during organic batch cooling crystallization [J].
Lewiner, F ;
Févotte, G ;
Klein, JP ;
Puel, F .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2002, 41 (05) :1321-1328
[7]  
Mullin J.W., 2001, Crystallization
[8]  
Nyvlt J., 1970, Journal of Crystal Growth, V6, P151, DOI 10.1016/0022-0248(70)90034-5
[9]   Multi-objective optimization of seeded batch crystallization processes [J].
Sarkar, Debasis ;
Rohani, Sohrab ;
Jutan, Arthur .
CHEMICAL ENGINEERING SCIENCE, 2006, 61 (16) :5282-5295
[10]   Modeling of metastable zone width behavior with dynamic equation [J].
Yang, Dae R. ;
Lee, Kwang S. ;
Lee, Ju S. ;
Kim, Sung G. ;
Kim, Do H. ;
Bang, Yoo K. .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2007, 46 (24) :8158-8165