Analysis and optimization of hybrid electric vehicle thermal management systems

被引:50
|
作者
Hamut, H. S. [1 ]
Dincer, I. [1 ]
Naterer, G. F. [2 ]
机构
[1] Univ Ontario, Inst Technol, Fac Engn & Appl Sci, Oshawa, ON L1H 7K4, Canada
[2] Mem Univ Newfoundland, Fac Engn & Appl Sci, St John, NF A1B 3X5, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Multi-objective optimization; Exergy; Exergoeconomics; Exergoenvironmental analysis; Hybrid electric vehicle; MULTIOBJECTIVE OPTIMIZATION; ENERGY; CYCLE; ALGORITHMS;
D O I
10.1016/j.jpowsour.2013.08.131
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
In this study, the thermal management system of a hybrid electric vehicle is optimized using single and multi-objective evolutionary algorithms in order to maximize the exergy efficiency and minimize the cost and environmental impact of the system. The objective functions are defined and decision variables, along with their respective system constraints, are selected for the analysis. In the multi-objective optimization, a Pareto frontier is obtained and a single desirable optimal solution is selected based on LINMAP decision-making process. The corresponding solutions are compared against the exergetic, exergoeconomic and exergoenvironmental single objective optimization results. The results show that the exergy efficiency, total cost rate and environmental impact rate for the baseline system are determined to be 0.29, cent 28 h(-1) and 77.3 mPts h(-1) respectively. Moreover, based on the exergoeconomic optimization, 14% higher exergy efficiency and 5% lower cost can be achieved, compared to baseline parameters at an expense of a 14% increase in the environmental impact. Based on the exergoenvironmental optimization, a 13% higher exergy efficiency and 5% lower environmental impact can be achieved at the expense of a 27% increase in the total cost. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:643 / 654
页数:12
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