A multi-objective optimisation model for a general polymer electrolyte membrane fuel cell system

被引:55
作者
Ang, Sheila Mae C. [1 ,2 ]
Brett, Daniel J. L. [1 ]
Fraga, Eric S. [1 ]
机构
[1] UCL, Dept Chem Engn, London WC1E 7JE, England
[2] Univ Philippines, Dept Chem Engn, Quezon City 1101, Philippines
基金
英国工程与自然科学研究理事会;
关键词
Fuel cell; Multi-objective optimisation; Design; Modelling; MATHEMATICAL-MODEL; PERFORMANCE; DESIGN; MANAGEMENT; OPERATION; WATER;
D O I
10.1016/j.jpowsour.2009.10.095
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
This paper presents an optimisation model for a general polymer electrolyte membrane (PEM) fuel cell system Suitable for efficiency and size trade-offs investigation. Simulation of the model for a base case shows that for a given output power, a more efficient system is bigger and vice versa. Using the weighting method to perform a multi-objective optimisation, the Pareto sets were generated for different stack output powers. A Pareto set, presented as a plot of the optimal efficiency and area of the membrane electrode assembly (MEA), gives a quantitative description of the compromise between efficiency and size. Overall, our results indicate that, to make the most of the size-efficiency trade-off behaviour, the system must be operated at an efficiency of at least 40% but not more than 47%. Furthermore, the MEA area should be at least 3 cm(2) W-1 for the efficiency to be practically useful. Subject to the constraints imposed on the model, which are based on technical practicalities, a PEM fuel cell system such as the one presented in this work cannot operate at an efficiency above 54%. The results of this work, specifically the multi-objective model, will form a useful and practical basis for subsequent techno-economic studies for specific applications. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:2754 / 2763
页数:10
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