Review: Modeling and Simulation of Membrane Electrode Material Structure for Proton Exchange Membrane Fuel Cells

被引:23
作者
Chen, Yanyan [1 ]
Liu, Yuekun [1 ]
Xu, Yingjie [2 ]
Guo, Xudong [3 ]
Cao, Yang [2 ]
Ming, Wuyi [2 ,3 ]
机构
[1] Yellow River Conservancy Tech Inst, Coll Mech Engn, Kaifeng 475000, Peoples R China
[2] Zhengzhou Univ Light Ind, Mech & Elect Engn Inst, Zhengzhou 450002, Peoples R China
[3] Guangdong HUST Ind Technol Res Inst, Guangdong Prov Key Lab Digital Mfg Equipment, Dongguan 523808, Peoples R China
关键词
modeling; simulation; membrane electrode; materials structure; PEMFC; GAS-DIFFUSION ELECTRODES; CATALYST LAYER; TEMPERATURE DISTRIBUTION; THERMAL-CONDUCTIVITIES; NUMERICAL SIMULATIONS; LOADING ELECTRODES; POLARIZATION CURVE; 2-PHASE TRANSPORT; WATER MANAGEMENT; HIGH-PERFORMANCE;
D O I
10.3390/coatings12081145
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Hydrogen energy is recognized as the clean energy with the most development potential, and hydrogen fuel cell technology is considered the ultimate solution utilizing hydrogen energy. The proton exchange membrane fuel cell (PEMFC) has the merits of high energy efficiency, high energy density, low operating temperature, is clean, and affords environmental protection. Improving the structure of each functional layer could play a significant role in improving PEMFC performance. In addition, membrane electrode assemblies (MEAs) are the core components of a PEMFC, and their structure includes three main parts, namely, the gas diffusion layer (GDL), catalytic layer (CL), and proton exchange membrane (PEM). Therefore, this review focuses on progress in the modeling and simulation of the material structure in MEAs. First, the GDL simulation models are critically reviewed, including two-phase calculation models and microscopic simulation models. Second, CL microstructure models are comprehensively evaluated, involving power density enhancement, catalyst loading distribution, electrochemical reaction and its performance optimization. Third, the PEM simulation model, relating to molecular dynamics (MD) simulation techniques, 3D numerical techniques, and multiphysics simulation, are reviewed. Finally, the three aspects of similarity, individuality, and complementarity of these simulation models are discussed, and necessary outlooks, including the current limitations and challenges, are suggested, providing a reference for low-cost, high-performing PEMFC membrane electrodes for the future.
引用
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页数:25
相关论文
共 136 条
[51]   An approach to modeling two-phase transport in the gas diffusion layer of a proton exchange membrane fuel cell [J].
Koido, Tetsuya ;
Furusawa, Toru ;
Moriyama, Koji .
JOURNAL OF POWER SOURCES, 2008, 175 (01) :127-136
[52]   Polarization curve of partially degraded catalyst layer [J].
Kulikovsky, A. A. .
ELECTROCHEMISTRY COMMUNICATIONS, 2010, 12 (12) :1780-1783
[53]   3D modeling of a 200 cm2 HT-PEFC short stack [J].
Kvesic, Mirko ;
Reimer, Uwe ;
Froning, Dieter ;
Lueke, Lukas ;
Lehnert, Werner ;
Stolten, Detlef .
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2012, 37 (03) :2430-2439
[54]   Effects of Nafion impregnation on performances of PEMFC electrodes [J].
Lee, SJ ;
Mukerjee, S ;
McBreen, J ;
Rho, YW ;
Kho, YT ;
Lee, TH .
ELECTROCHIMICA ACTA, 1998, 43 (24) :3693-3701
[55]   Performance prediction and power density maximization of a proton exchange membrane fuel cell based on deep belief network [J].
Li, Hong-Wei ;
Xu, Bo-Shi ;
Du, Chang-He ;
Yang, Yue .
JOURNAL OF POWER SOURCES, 2020, 461
[56]   The Anisotropic Electrochemical Machinability of Laser Cladding Deposited Ti6Al4V Alloy in NaCl Solution [J].
Li, Jiaqiang ;
Yang, Yuan ;
Zhu, Gangxian ;
Sun, Chengfeng ;
Chen, Yiyang ;
Wang, Kejun ;
Shi, Shihong .
MATERIALS, 2022, 15 (10)
[57]   Limit state Kriging modeling for reliability-based design optimization through classification uncertainty quantification [J].
Li, Xiaoke ;
Zhu, Heng ;
Chen, Zhenzhong ;
Ming, Wuyi ;
Cao, Yang ;
He, Wenbin ;
Ma, Jun .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2022, 224
[58]   A multi-constraint failure-pursuing sampling method for reliability-based design optimization using adaptive Kriging [J].
Li, Xiaoke ;
Han, Xinyu ;
Chen, Zhenzhong ;
Ming, Wuyi ;
Cao, Yang ;
Ma, Jun .
ENGINEERING WITH COMPUTERS, 2022, 38 (SUPPL 1) :297-310
[59]   Molecular dynamics simulation of radiation grafted FEP films as proton exchange membranes: Effects of the side chain length [J].
Li, Xue ;
Zhao, Yang ;
Li, Weiwei ;
Wang, Shubo ;
Liu, Xuegang ;
Xie, Xiaofeng ;
Chen, Jing ;
Li, Qingfeng ;
Jensen, Jens Oluf .
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2017, 42 (50) :29977-29987
[60]   Modeling of PEM fuel cell with thin MEA under low humidity operating condition [J].
Li, Yubai ;
Zhou, Zhifu ;
Liu, Xianglei ;
Wu, Wei-Tao .
APPLIED ENERGY, 2019, 242 :1513-1527