Multiobjective optimization of simulated moving bed and Varicol processes using a genetic algorithm

被引:79
作者
Zhang, Z
Mazzotti, M
Morbidelli, M [1 ]
机构
[1] ETH Honggerberg, HCI, Tech Chem Lab, Swiss Fed Inst Technol, CH-8093 Zurich, Switzerland
[2] Swiss Fed Inst Technol, Inst Verfahrenstech, CH-8092 Zurich, Switzerland
关键词
optimization; preparative chromatography; mathematical modelling; simulated moving bed chromatography; Varicol process;
D O I
10.1016/S0021-9673(02)01802-2
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The size of the packing material, the total number of columns and the total feed concentration have significant impacts on the economics of a preparative chromatographic separation, through their effects on column pressure drop, column efficiency and thermodynamics. In this work, the role of these parameters on the performances of a simulated moving bed and a Varicol process is investigated on a chiral separation system from literature, using an equilibrium stage model. A multiple objective optimization technique based on a genetic algorithm is adopted, which allows to maximize simultaneously the purity of the extract and productivity of the unit. In this way, it is possible to optimize and compare the performances of both processes in a wide range of parameter values, so as to assess their relative potential under equally optimized conditions. The optimization results, i.e. the so-called Pareto sets, have been discussed in the frame of equilibrium theory and the roles of these three parameters have been clarified. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:95 / 108
页数:14
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