Economic and system reliability optimization of heat exchanger networks using NSGA-II algorithm
发表时间：2019-03-12
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- 论文类型：
- 期刊论文
- 第一作者：
- Lv, Junfeng
- 通讯作者：
- Xiao, W (reprint author), Dalian Univ Technol, Room D-405,Chem Engn Lab Bldg Western New Campus, Dalian 116024, Liaoning, Peoples R China.
- 合写作者：
- Jiang, Xiaobin,He, Gaohong,Xiao, Wu,Li, Shuai,Sengupta, Debalina,El-Halwagi, Mahmoud M.
- 发表时间：
- 2017-09-01
- 发表刊物：
- APPLIED THERMAL ENGINEERING
- 收录刊物：
- SCIE、EI
- 文献类型：
- J
- 卷号：
- 124
- 页面范围：
- 716-724
- ISSN号：
- 1359-4311
- 关键字：
- Economic; System reliability; Heat exchanger networks; The non-dominated sorting genetic; algorithm; Multi-objective optimization
- 摘要：
- Optimization of heat exchanger network (HEN) has traditionally been driven by economic objectives. Notwithstanding the importance of minimizing the total annual cost (TAC) of HEN, it is also important to ensure reliability. In order to obtain economical HEN considering system reliability simultaneously, a multi-objective optimization formulation of economic and system reliability is proposed in the design of HEN. A stage-wise superstructure is used to obtain feasible HEN, and the system reliability based on the number of heat exchangers in maximum irrelevant sub-network of HEN and the TAC are calculated as two objective functions. Then the non-dominated sorting genetic algorithm (NSGA-II) is applied to solve the multi-objective optimization mixed integer nonlinear programming model. Three case studies from literatures are used to assess the applicability and performance of the optimization formulation and solution algorithm. The system reliability is enhanced with TAC closes to the reported minimum, which is more meaningful than those obtained using single-objective optimization. The optimal solution set can aid in the selection of a safe and cost-effective network configuration for industrial plants and the proposed approach can easily be applied to include other objectives (e.g., sustainability and safety). (C) 2017 Elsevier Ltd. All rights reserved.
- 是否译文：
- 否
