Optimal design of heat exchanger network considering the fouling throughout the operating cycle

被引:2
|
作者
Hang, Peng [1 ]
Zhao, Liwen [1 ]
Liu, Guilian [1 ,2 ]
机构
[1] Xi An Jiao Tong Univ, Dept Chem Engn, Xian 710049, Shaanxi, Peoples R China
[2] Univ Shaanxi Prov, Engn Res Ctr New Energy Syst Engn & Equipment, Xian 710049, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Optimization; Heat exchanger network; Operating cycle; Fouling; Bypass; OPTIMIZATION; MODELS;
D O I
10.1016/j.energy.2021.122913
中图分类号
O414.1 [热力学];
学科分类号
摘要
A model is established for minimizing the cost of heat exchanger network (HEN) throughout the operating cycle, with fouling, heat exchanger area margin, the location and opening of bypass considered. The Genetic Algorithm (GA) is applied to generate the economically potential structures; the neural network is used to predict the relationship of heat exchange area and cost. The flow velocity and bypass opening are optimized simultaneously by the Sequential Quadratic Programming (SQP) method. The optimization of HEN throughout the operating cycle is a mixed-integer nonlinear problem and is solved by the stage wise solution procedure. The proposed method can efficiently optimize the design and operation of a HEN throughout the operating cycle. For the studied case, the total cost can be reduced by 62% after the optimization. (c) 2021 Elsevier Ltd. All rights reserved.
引用
收藏
页数:15
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