A global MINLP optimization algorithm for the synthesis of heat exchanger networks with no stream splits

被引:159
|
作者
Zamora, JM [1 ]
Grossmann, IE [1 ]
机构
[1] Carnegie Mellon Univ, Dept Chem Engn, Pittsburgh, PA 15213 USA
基金
美国安德鲁·梅隆基金会;
关键词
synthesis of heat exchanger networks; mixed integer programming; global optimization; branch and bound; outer approximation;
D O I
10.1016/S0098-1354(96)00346-8
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper a global optimization algorithm is presented to rigorously solve the MINLP model by Yee and Grossmann (1990) for the synthesis of heat exchanger networks under the simplifying assumptions of linear area cost, arithmetic mean temperature difference driving forces and no stream splitting. The proposed approach relies on the use of two new different sets of convex underestimators for the heat transfer area. A thermodynamic analysis is used to derive the first set of analytical linear and nonlinear convex underestimators as well as variable bounds and bounds contraction relationships. The second set of convex underestimators is generated by a relaxation of the heat transport equation through the introduction of a new variable, and an inequality that contains a nonconvex term that is subsequently replaced by its concave envelope. Based on these new underestimator functions, the original nonconvex MINLP is replaced by a convex MINLP that predicts tight lower bounds to the global optimum, and which is used in a hybrid branch and bound/outer-approximation search method. Application of the proposed ideas, and the algorithm are illustrated with several numerical examples. (C) 1998 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:367 / 384
页数:18
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