详细信息
A simultaneous optimization of a flexible heat exchanger network under uncertain conditions ( SCI-EXPANDED收录 EI收录)
文献类型:期刊文献
英文题名:A simultaneous optimization of a flexible heat exchanger network under uncertain conditions
作者:Wang, Shihao[1];Tian, Yitong[1];Li, Shaojun[1]
机构:[1]East China Univ Sci & Technol, Key Lab Adv Control & Optimizat Chem Proc, Minist Educ, Shanghai 200237, Peoples R China
年份:2021
卷号:183
外文期刊名:APPLIED THERMAL ENGINEERING
收录:;EI(收录号:20204409433898);WOS:【SCI-EXPANDED(收录号:WOS:000596279700025)】;
基金:The authors of this paper thank the National Natural Science Foundation of China (under Project No. 21406064) and the Fundamental Research Funds for the Central Universities under Grant 222201717006 for their financial support.
语种:英文
外文关键词:Flexible heat exchanger network; Simultaneous synthesis; Uncertain fluctuations; Intelligent optimization algorithm
摘要:Heat exchanger networks are important for energy recovery and cost reduction. Flexible networks can handle environmental disturbances, and is more practical for industrial processes than the conventional HEN design with fixed parameters. Previous research on flexible HEN synthesis has mainly applied sequential synthesis, in which the structure determination and area optimization are conducted separately, or other multi-period methods in which only a few extreme operating conditions are selected; however, these methods are not sufficiently accurate for solving nonconvex problems. In this study, a bi-level simultaneous optimization strategy is proposed for the synthesis of flexible HENs under the nominal and all the extreme operating conditions. A binary particle swarm optimization is used in the outer layer to optimize the structural variables, and an Alopex-based evolutionary algorithm is used in the inner layer to determine the heat exchanger areas. Via this method, the result of a convex problem can be directly obtained. Furthermore, to deal with nonconvex problems, a flexibility analysis is conducted to adjust the heat exchanger areas on each critical point. The results of two cases with lower total annual costs than those reported previously are included to demonstrate the efficiency of the proposed method.
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