Two-stage optimization problem with chance constraints

被引：9
|
作者：
Ostrovsky, G. M. [1 ]
Ziyatdinov, N. N. [2 ]
Lapteva, T. V. [2 ]
Zaitsev, I. [2 ]
机构：
[1] Karpov Inst Phys Chem, Moscow 103064, Russia
[2] Kazan StateTechnol Univ, Kazan 420111, Russia
来源：
CHEMICAL ENGINEERING SCIENCE | 2011年 / 66卷 / 17期
关键词：
Mathematical modeling; Systems engineering; Chemical processes; Optimization; Uncertainty; Computation; CHEMICAL-PROCESS DESIGN; FLEXIBILITY ANALYSIS; UNCERTAINTY; PARAMETER;
D O I：
10.1016/j.ces.2011.05.001
中图分类号：
TQ [化学工业];
学科分类号：
0817 ;
摘要：
In general, chemical processes (CP) are designed with the use of inaccurate mathematical models. Therefore, it is important to create a chemical process that guarantees satisfaction of all design specifications either exactly or with some probability. The paper considers the issue of chemical process optimization when at the operation stage the design specification should be met with some probability and the control variables can be changed. We developed a new formulation of the two-stage optimization problem (TSOP) with chance constraints. On the basis of this formulation and approximate transformation of chance constraints into deterministic ones the iteration method of solving the TSOP with chance constraints is devised. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码：3815 / 3828
页数：14
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