The optimization of channels for a proton exchange membrane fuel cell applying genetic algorithm

被引:92
作者
Zeng, Xiangbing [1 ]
Ge, Ya [1 ]
Shen, Jun [1 ]
Zeng, Lingping [2 ]
Liu, Zhichun [1 ]
Liu, Wei [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Energy & Power Engn, Wuhan 430074, Peoples R China
[2] MIT, Dept Mech Engn, Cambridge, MA 02139 USA
基金
中国国家自然科学基金;
关键词
Channel optimization; Proton exchange membrane fuel cell; Genetic algorithm; Mass transport; FLOW-FIELD DESIGN; 3-DIMENSIONAL COMPUTATIONAL ANALYSIS; TRANSPORT PHENOMENA; MATHEMATICAL-MODEL; REACTANT TRANSPORT; NUMERICAL-ANALYSIS; PEMFC PERFORMANCE; HEAT-TRANSFER; STRAIGHT; WIDTHS;
D O I
10.1016/j.ijheatmasstransfer.2016.09.068
中图分类号
O414.1 [热力学];
学科分类号
摘要
A channel is a significant part of a proton exchange membrane fuel cell (PEMFC), and the configuration of the channel has a great effect on the mass transfer of the PEMFC, which directly influences the performance. In this study, a three-dimensional, single-phase, and non-isothermal model of a PEMFC with a single straight channel is developed. Based on the model, genetic algorithm (GA) is adopted to obtain an optimal design of the channel configuration. Power consumption of flow and output power of a PEMFC are considered into the objective function, and the width of bottom and top edges of the channel, in both the anode and cathode sides, are selected as variables. The optimal design obtained is a trapezoidal channel. At an operating potential of 0.4 V, the increment in current density in the optimal design is 10.92% compared to a basic design having a square channel. Moreover, the optimal design shows more uniform distributions of reactants and current density than the basic design. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:81 / 89
页数:9
相关论文
共 32 条
[1]   Three-dimensional computational fluid dynamic analysis of the conventional PEM fuel cell and investigation of prominent gas diffusion layers effect [J].
Ahmadi, N. ;
Rezazadeh, S. ;
Mirzaee, I. ;
Pourmahmoud, N. .
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2012, 26 (08) :2247-2257
[2]   Effects of channel geometrical configuration and shoulder width on PEMFC performance at high current density [J].
Ahmed, Dewan Hasan ;
Sung, Hyung Jin .
JOURNAL OF POWER SOURCES, 2006, 162 (01) :327-339
[3]   Three-dimensional computational analysis of transport phenomena in a PEM fuel cell [J].
Berning, T ;
Lu, DM ;
Djilali, N .
JOURNAL OF POWER SOURCES, 2002, 106 (1-2) :284-294
[4]   Three-dimensional computational analysis of transport phenomena in a PEM fuel cell - a parametric study [J].
Berning, T ;
Djilali, N .
JOURNAL OF POWER SOURCES, 2003, 124 (02) :440-452
[5]   Gas flow field with obstacles for PEM fuel cells at different operating conditions [J].
Bilgili, Muhittin ;
Bosomoiu, Magdalena ;
Tsotridis, Georgios .
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2015, 40 (05) :2303-2311
[6]   Numerical investigation of transport component design effect on a proton exchange membrane fuel cell [J].
Chiang, Mu-Sheng ;
Chu, Hsin-Sen .
JOURNAL OF POWER SOURCES, 2006, 160 (01) :340-352
[7]   A three-dimensional modeling of transport phenomena of proton exchange membrane fuel cells with various flow fields [J].
Chiu, Han-Chieh ;
Jang, Jer-Huan ;
Yan, Wei-Mon ;
Li, Hung-Yi ;
Liao, Chih-Cheng .
APPLIED ENERGY, 2012, 96 :359-370
[8]   Multi-objective genetic optimization of the heat transfer for tube inserted with porous media [J].
Ge, Ya ;
Liu, Zhichun ;
Liu, Wei .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2016, 101 :981-987
[9]   Active optimization design theory and method for heat transfer unit and its application on shape design of cylinder in convective heat transfer [J].
Ge, Ya ;
Liu, Zhichun ;
Liu, Wei ;
Chen, Gang .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2015, 90 :702-709
[10]   Increasing the efficiency of a portable PEM fuel cell by altering the cathode channel geometry: A numerical and experimental study [J].
Henriques, T. ;
Cesar, B. ;
Costa Branco, P. J. .
APPLIED ENERGY, 2010, 87 (04) :1400-1409