Optimal design of batch plants under economic and ecological considerations: Application to a biochemical batch plant

被引:4
|
作者
Dietz, A. [1 ]
Azzaro-Pantel, C. [1 ]
Pibouleau, L. [1 ]
Domenech, S. [1 ]
机构
[1] CNRS, INP, UPS, UMR 5503,Lab Genie Chim, F-31106 Toulouse 1, France
关键词
multicriteria optimization; genetic algorithm; batch plant design; environmental impact;
D O I
10.1016/j.mcm.2006.12.032
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This work deals with the multicriteria cost-environment design of multiproduct batch plants, where the design variables are the equipment item sizes as well as the operating conditions. The case study is a multiproduct batch plant for the production of four recombinant proteins. Given the important combinatorial aspect of the problem, the approach used consists in coupling a stochastic algorithm, indeed a Genetic Algorithm (GA) with a Discrete Event Simulator (DES). To take into account the conflicting situations that may be encountered at the earliest stage of batch plant design, i.e. compromise situations between cost and environmental considerations, a Multicriteria Genetic Algorithm (MUGA) was developed with a Pareto optimal ranking method. The results show how the methodology can be used to find a range of trade-off solutions for optimizing batch plant design. (c) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:109 / 123
页数:15
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