Design of alternative refrigerants via global optimization

被引:84
|
作者
Sahinidis, NV [1 ]
Tawarmalani, M
Yu, MR
机构
[1] Univ Illinois, Dept Chem & Biomol Engn, Urbana, IL 61801 USA
[2] Purdue Univ, Krannert Sch Management, W Lafayette, IN 47907 USA
[3] Marconi Commun, Irving, TX 75063 USA
关键词
D O I
10.1002/aic.690490714
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Accurate and fast enumeration of large, combinatorial search spaces presents a central conceptual challenge in molecular design. To address this challenge, an algorithm is developed that guarantees globally optimal solutions to a mixed-integer nonlinear programming formulation for molecular design. The formulation includes novel structural feasibility constraints, while the algorithm provides all feasible solutions to this formulation through the implicit enumeration of a single branch-and-reduce tree. This algorithm is used to provide the complete solution set to a refrigerant design problem posed elsewhere. In addition to rediscovering CFCs, the proposed methodology identifies a number of novel potential replacements of Freon 12.
引用
收藏
页码:1761 / 1775
页数:15
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