Title :
Efficient numerical simulation of batch crystallization processes governed by partial differential equations
Author :
Zhang, Kun ; Nadri, Madiha ; Xu, Cheng-Zhong
Author_Institution :
Lab. d´´Autom. et de GEnie des Procedes, Univ. Claude Bernard Lyon 1, Villeurbanne, France
Abstract :
This paper deals with the simulation problem of crystallization processes. The dynamics of crystallization processes are governed by hyperbolic partial differential equations. We propose to simulate the processes in the one-dimensional size case using the method of characteristics. We observe that the method of characteristics has no numerical diffusion compared with the finite difference method. Moreover the method of characteristics can be extended to simulate the processes in the two-dimensional size case. In the paper we develop an algorithm based on the method of characteristics and carry out different simulations to test the practical reliability of the method. It turns out that the algorithm is notably efficient: fast and accurate. Therefore it takes less time and make less numerical error in order to be used for control of the processes.
Keywords :
batch processing (industrial); crystallisation; hyperbolic equations; partial differential equations; batch crystallization processes; finite difference method; hyperbolic partial differential equations; numerical simulation; Computational modeling; Crystallization; Differential equations; Error correction; Finite difference methods; Finite volume methods; Multidimensional systems; Numerical simulation; Partial differential equations; Testing; batch crystallization; infinite dimensional system; method of characteristics; multidimensional cases; population balance equation;
Conference_Titel :
Control and Decision Conference (CCDC), 2010 Chinese
Conference_Location :
Xuzhou
Print_ISBN :
978-1-4244-5181-4
Electronic_ISBN :
978-1-4244-5182-1
DOI :
10.1109/CCDC.2010.5498099