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The effect of catalyst layer design on catalyst utilization in PEMFC studied via stochastic reconstruction method
被引:32
|作者:
Zhao, Congfan
[1
]
Yuan, Shu
[1
]
Cheng, Xiaojing
[1
]
Zheng, Zhifeng
[1
]
Liu, Jia
[3
]
Yin, Jiewei
[1
]
Shen, Shuiyun
[1
]
Yan, Xiaohui
[1
]
Zhang, Junliang
[1
,2
]
机构:
[1] Shanghai Jiao Tong Univ, Inst Fuel Cells, Sch Mech Engn, 800 Dongchuan Rd, Shanghai 200240, Peoples R China
[2] Shanghai Jiao Tong Univ, MOE Key Lab Power Machinery & Engn, 800 Dongchuan Rd, Shanghai, Peoples R China
[3] Shanghai Hydrogen Prop Technol Co Ltd, 1788 Xiechun Rd, Shanghai 201804, Peoples R China
来源:
基金:
中国国家自然科学基金;
关键词:
PEMFC;
Catalyst layer;
Pt utilization;
Reconstruction method;
Triple phase boundary;
FUEL-CELL PERFORMANCE;
OXYGEN REDUCTION;
IONOMER COVERAGE;
GAS-TRANSPORT;
CARBON;
ELECTRODES;
MICROSTRUCTURE;
SIMULATION;
IMPACT;
MODEL;
D O I:
10.1016/j.egyai.2023.100245
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Catalyst utilization is an important determinant of proton exchange membrane fuel cell performance, and increasing the catalyst utilization is one of the most critical approaches to reducing the catalyst loading in PEMFC. 4-phase stochastic reconstruction method based on the variable-resolution Quartet Structure Generation Set (QSGS) algorithm is utilized to elucidate the influence of different parameters of electrode preparation, including the porosity, the dispersion degree of carbon agglomerate, ionomer content, and carbon support size, on the catalyst utilization in the catalyst layer. It was found that there exist optimal values for the porosity, dispersion degree of carbon agglomerate, ionomer content, and carbon support sizes in CLs and any deviations from these optimal values would lead to transport issues of electron, proton and mass within CLs. Taking electron, proton and mass transport into consideration simultaneously, the optimal Pt utilization is 46.55% among 48 cases in this investigation, taken at the carbon support diameter of 40 nm, the porosity of 0.4, the agglomerate spatial density of 25 mu m- 3 and I/C at 0.7. The selection of porosity, ultrasonic dispersion technique and ionomer content for conventional electrode preparation requires compromises on mass, electron and proton transport, leading to catalyst utilization in CLs hardly exceeding 50%. Therefore, the next generation of catalyst layer design and preparation technology is desired.
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页数:12
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