journal article·2022-08-09Open access

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

Yanyan Chen, Yuekun Liu, Yingjie Xu, Xudong Guo, Yang Cao, Wuyi Ming

Coatings· Volume 12· Issue 8

Abstract

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.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Fuel Cells and Related Materials · Electrocatalysts for Energy Conversion · Advanced battery technologies research

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

College of Mechanical Engineering, Yellow River Conservancy Technical Institute, Kaifeng 475000, China

Mechanical and Electrical Engineering Institute, Zhengzhou University of Light Industry, Zhengzhou 450002, China

Guangdong Provincial Key Laboratory of Digital Manufacturing Equipment, Guangdong HUST Industrial Technology Research Institute, Dongguan 523808, China

Funding

Local Innovative and Research Teams Project of Guangdong Pearl River Talents Program · Henan Provincial Youth Backbone University Teacher Training Plan · Henan Provincial Key Scientific and Technological Project

References (100+)

Show source-provided references
1. Multidimensional nanostructured membrane electrode assemblies for proton exchange membrane fuel cell applications10.1039/C8TA12382A ↗
2. A sensor of liquid methanol for direct methanol fuel cells10.1016/j.aca.2021.338785 ↗
3. A novel process to fabricate membrane electrode assemblies for proton exchange membrane fuel cells10.1016/S0360-3199(98)00021-4 ↗
4. (2022, June 05). New Era of Word View—A Big Test: Carbon Peak and Carbon Neutralization. Available online: http://cn.chinadaily.com.cn/a/202206/06/WS629ddedfa3101c3ee7ad9222.html.
5. (2022, June 05). We Will Strive to Reach the Peak Value of Carbon Emissions by 2030 and Strive to Achieve Carbon Neutrality by 2060. Available online: https://www.scimall.org.cn/article/detail?id=4479161.
6. (2022, June 08). Address at the General Debate of the 75th United Nations General Assembly. Available online: http://www.thjj.org/sf_D68E6120FC25401F8C141EB8A3033DCF_227_bjmmgj.html.
7. Fundamentals, materials, and machine learning of polymer electrolyte membrane fuel cell technology10.1016/j.egyai.2020.100014 ↗
8. Electrocatalyst approaches and challenges for automotive fuel cells10.1038/nature11115 ↗
9. Readily processed protonic ceramic fuel cells with high performance at low temperatures10.1126/science.aab3987 ↗
10. (2022, June 12). Bloom Energy 2020. Available online: https://www.bloomenergy.com.
11. (2022, June 12). AFC Energy 2020. Available online: www.afcenergy.com.
12. (2022, June 12). Doosan Fuel Cell 2020. Available online: www.doosanfuelcellamerica.com.10.1016/S1464-2859(20)30306-0 ↗
13. (2022, June 13). FuelCell Energy 2020. Available online: www.fuelcellenergy.com.
14. Atomic layer deposited tantalum oxide to anchor Pt/C for a highly stable catalyst in PEMFCs10.1039/C7TA01926B ↗
15. Modelling and validation of Proton exchange membrane fuel cell (PEMFC)
16. Progress of membrane electrode structure and its design for proton exchange membrane fuel cell
17. Evolution of Atomic-scale Dispersion of FeNx in Hierarchically Porous 3D Air Electrode to Boost the Interfacial Electrocatalysis of Oxygen Reduction in PEMFC10.1016/j.nanoen.2020.105734 ↗
18. Effect of carbon loading in microporous layer on PEM fuel cell performance10.1016/j.jpowsour.2006.09.020 ↗
19. Improvement of water management by a microporous sublayer for PEM fuel cells10.1016/S0378-7753(02)00058-7 ↗
20. Electrode permeability and flow-field configuration: Influence on the performance of a PEMFC10.1016/S0378-7753(03)00081-8 ↗
21. Effect of anisotropic electrical resistivity of gas diffusion layers (GDLs) on current density and temperature distribution in a Polymer Electrolyte Membrane (PEM) fuel cell10.1016/j.jpowsour.2008.06.016 ↗
22. A PEM fuel cell for combined measurement of current and temperature distribution, and flow field flooding10.1016/j.jpowsour.2003.11.081 ↗
23. Temperature distribution on the MEA surface of a PEMFC with serpentine channel flow bed10.1016/j.jpowsour.2005.08.012 ↗
24. Thermal conductivities from temperature profiles in the polymer electrolyte fuel cell10.1016/j.electacta.2003.10.018 ↗
25. Thin film temperature sensor for real-time measurement of electrolyte temperature in a polymer electrolyte fuel cell10.1016/j.sna.2005.05.021 ↗
26. In situ temperature distribution measurement in an operating polymer electrolyte fuel cell
27. Effect of different fuel options on performance of high-temperature PEMFC (proton exchange membrane fuel cell) systems10.1016/j.energy.2014.02.099 ↗
28. Model of two-phase flow and flooding dynamics in polymer electrolyte fuel cells10.1149/1.1955007 ↗
29. An approach to modeling two-phase transport in the gas diffusion layer of a proton exchange membrane fuel cell10.1016/j.jpowsour.2007.09.029 ↗
30. Effects of surface wettability on two-phase flow in the compressed gas diffusion layer microstructures10.1016/j.ijheatmasstransfer.2020.119370 ↗
31. Liquid transport in gas diffusion layer of proton exchange membrane fuel cells: Effects of micro-porous layer cracks10.1016/j.ijhydene.2021.11.248 ↗
32. Microscale characterisation of stochastically reconstructed carbon fiber-based Gas Diffusion Layers; effects of anisotropy and resin content10.1016/j.jpowsour.2016.04.096 ↗
33. Multi-scale structural analysis of gas diffusion layers10.1016/j.jpowsour.2017.03.086 ↗
34. Gas diffusion layer deformation and its effect on the transport characteristics and performance of proton exchange membrane fuel cell10.1016/j.ijhydene.2013.05.150 ↗
35. Two-phase flow in compressed gas diffusion layer: Finite element and volume of fluid modeling10.1016/j.jpowsour.2019.226933 ↗
36. Advanced control of liquid water region in diffusion media of polymer electrolyte fuel cells through a dimensionless number10.1016/j.jpowsour.2016.03.045 ↗
37. Machine Learning Applications of Two-Phase Flow Data in Polymer Electrolyte Fuel Cell Reactant Channels10.1149/1945-7111/abfa5c ↗
38. Two-phase flow characterization in PEM fuel cells using machine learning—ScienceDirect10.1016/j.egyr.2020.09.037 ↗
39. Morey, C., and Baredar, P. (2020). Fuel Cell Technology-Polymer Electrolyte Membrane Fuel Cell, CRC Press.10.1201/9780429353192-9 ↗
40. Polymer Electrolyte Fuel Cell Model10.1149/1.2085971 ↗
41. A mathematical model of the solid-polymer-electrolyte fuel cell10.1149/1.2221251 ↗
42. A Water and Heat Management Model for Proton-Exchange-Membrane Fuel Cells10.1149/1.2220792 ↗
43. Two-Phase Transport in Polymer Electrolyte Fuel Cells with Bilayer Cathode Gas Diffusion Media10.1149/1.1938067 ↗
44. Effects of assembly pressure on PEM fuel cell performance by taking into accounts electrical and thermal contact resistances10.1016/j.energy.2019.05.031 ↗
45. A Computational Analysis of Multiphase Flow through PEMFC Cathode Porous Media Using the Multifluid Approach10.1149/1.3206691 ↗
46. Three-Dimensional Simulation of Liquid Water Distribution in a PEMFC with Experimentally Measured Capillary Functions10.1149/1.2783775 ↗
47. Review in applied electrochemistry. Number 54 recent developments in polymer electrolyte fuel cell electrodes10.1023/B:JACH.0000021923.67264.bb ↗
48. Influence of ionomer content on the proton conduction and oxygen transport in the carbon-supported catalyst layers in DMFC10.1016/j.ijhydene.2012.03.107 ↗
49. Polarization curve of partially degraded catalyst layer10.1016/j.elecom.2010.10.023 ↗
50. Microscale and Macroscale Aspects of Water Management Challenges in PEM Fuel Cells10.1080/01457630801922246 ↗
51. Composition and performance modelling of catalyst layer in a proton exchange membrane fuel cell10.1016/S0378-7753(98)00161-X ↗
52. A review of polymer electrolyte membrane fuel cells: Technology, applications, and needs on fundamental research10.1016/j.apenergy.2010.09.030 ↗
53. Power density optimization of PEMFC cathode with non-uniform catalyst layer by Simplex method and numerical simulation10.1016/j.ijhydene.2016.07.247 ↗
54. Analysis of Catalyst Layer Microstructures: From Imaging to Performance10.1002/fuce.201600008 ↗
55. Towards the understanding of transport limitations in a proton-exchange membrane fuel cell catalyst layer: Performing agglomerate scale direct numerical simulations on electron-microscopy-based geometries10.1016/j.jpowsour.2020.228893 ↗
56. Prediction and analysis of the cathode catalyst layer performance of proton exchange membrane fuel cells using artificial neural network and statistical methods10.1016/j.jpowsour.2010.12.061 ↗
57. Multi-physics-resolved digital twin of proton exchange membrane fuel cells with a data-driven surrogate model10.1016/j.egyai.2020.100004 ↗
58. Performance prediction and power density maximization of a proton exchange membrane fuel cell based on deep belief network10.1016/j.jpowsour.2020.228154 ↗
59. A simplified approach to modeling of dual-layer ammonia slip catalysts10.1016/j.ces.2012.02.044 ↗
60. Three-level model of a surface catalytic reaction over a platinum catalyst10.1134/S004057951105037X ↗
61. Mathematical modelling of heat transfer in a catalytic reformer10.1093/imamat/hxh031 ↗
62. Optimization of a three-phase catalytic slurry reactor using reduced statistical models
63. An approach to optimization of a three phase catalyticslurry reactor by evolutionary optimization with geneticalgorithms10.3182/20070606-3-MX-2915.00110 ↗
64. Analysis of the particle swarm algorithm in the optimization of a three-phase slurry catalytic reactor10.1016/j.compchemeng.2011.06.001 ↗
65. Durability and characterization studies of polymer electrolyte membrane fuel cell’s coated aluminum bipolar plates and membrane electrode assembly10.1016/j.jpowsour.2008.09.079 ↗
66. Comprehensive analytical model for polarization curve of a PEM fuel cell and experimental validation10.1016/j.ces.2019.05.022 ↗
67. Three dimensional CFD modelling of PEM fuel cells: An investigation into the effects of water flooding10.1016/j.ces.2009.01.060 ↗
68. Numerical simulations of two-phase flow in a proton-exchange membrane fuel cell based on the generalized design method10.1080/15567036.2018.1545002 ↗
69. Study of the distribution of air flow in a proton exchange membrane fuel cell stack10.1016/j.jpowsour.2008.12.083 ↗
70. Rigorous 3-D Mathematical Modeling of PEM Fuel Cells10.1149/1.1615608 ↗
71. Localization of platinum in low catalyst loading electrodes to to attain high power densities in SPE fuel cells10.1016/0022-0728(88)85190-8 ↗
72. Thin-film catalyst layers for polymer electrolyte fuel cell electrodes10.1007/BF01093004 ↗
73. Preparation of high-platinum-utilization gas diffusion electrodes for proton-exchange-membrane fuel cells10.1149/1.2069439 ↗
74. Development and electrochemical studies of gas diffusion electrodes for polymer electrolyte fuel cells10.1007/BF00242099 ↗
75. Optimal composition of polymer electrolyte fuel cell electrodes determined by the AC impedance method10.1016/S0378-7753(00)00629-7 ↗
76. Influence of Nafion loading in the catalyst layer of gas-diffusion electrodes for PEFC10.1016/S0378-7753(98)00186-4 ↗
77. Effects of Nafion impregnation on performances of PEMFC electrodes10.1016/S0013-4686(98)00127-3 ↗
78. Nafion content in the catalyst layer of polymer electrolyte fuel cells: Effects on structure and performance10.1016/S0013-4686(00)00679-4 ↗
79. Optimum Nafion content in PEM fuel cell electrodes10.1016/j.electacta.2004.01.126 ↗
80. Investigation of the microstructure in the catalyst layer and effects of both perfluorosulfonate ionomer and PTFE-loaded carbon on the catalyst layer of polymer electrolyte fuel cells10.1149/1.2048477 ↗
81. Improved preparation process of very-low-platinum-loading electrodes for polymer electrolyte fuel cells10.1149/1.1838863 ↗
82. g-C3N4 promoted MOF derived hollow carbon nanopolyhedra doped with high density/fraction of single Fe atoms as an ultra-high performance non-precious catalyst towards acidic ORR and PEM fuel cells10.1039/C8TA11785C ↗
83. Diverse morphological study for nonmetal-doped g-C3N4 composites with narrow bandgap for improved photocatalytic activity10.1007/s11164-022-04750-5 ↗
84. Experimental study of assembly clamping pressure on performance of PEM fuel cells
85. Influence of geometric parameters of the flow fields on the performance of a PEM fuel cell. A review10.1016/j.ijhydene.2012.07.076 ↗
86. High temperature (HT) polymer electrolyte membrane fuel cells (PEMFC) A review10.1016/j.jpowsour.2012.11.126 ↗
87. Recent developments in catalyst -related PEM fuel cell durability10.1016/j.coelec.2020.02.007 ↗
88. A comprehensive review of PBI-based high temperature PEM fuel cells10.1016/j.ijhydene.2016.09.024 ↗
89. Chen, Y., Guo, X., Zhang, G., Cao, Y., Shen, D., Li, X., Zhang, S., and Ming, W. (2022). Development of a hybrid intelligent process model for micro-electro discharge machining using the TTM-MDS and gaussian process regression. Micromachines, 13.10.3390/mi13060845 ↗
90. Progress in modeling of electrical discharge machining process10.1016/j.ijheatmasstransfer.2022.122563 ↗
91. Investigation of the removing process of cathode material in Micro-EDM using an atomistic-continuum model10.1016/j.apsusc.2014.07.130 ↗
92. Molecular Dynamics (MD) study of proton exchange membranes for fuel cells10.14579/MEMBRANE_JOURNAL.2016.26.5.329 ↗
93. Molecular Dynamics simulation of radiation grafted FEP films as proton exchange membranes: Effects of the side chain length10.1016/j.ijhydene.2017.09.043 ↗
94. Proton conduction of fuel cell polymer membranes: Molecular Dynamics simulation10.1016/j.commatsci.2017.09.058 ↗
95. Computer simulation to investigate proton transport and conductivity in perfluorosulfonate ionomeric membrane10.1016/j.ijhydene.2016.11.047 ↗
96. Proton mobility and thermal conductivities of fuel cell polymer membranes: Molecular Dynamics simulation10.1016/j.commatsci.2017.02.022 ↗
97. Communication water induced phase segregation in hydrocarbon proton exchange membranes10.1016/j.jechem.2018.05.009 ↗
98. Water channel morphology of non-perfluorinated hydrocarbon proton exchange membrane under a low humidifying condition10.1016/j.ijhydene.2018.06.154 ↗
99. Numerical simulation of the performance of proton exchange membrane fuel cell with different membrane geometries10.15282/jmes.11.3.2017.14.0265 ↗
100. Three-dimensional numerical simulation of full-scale proton exchange membrane fuel cells at high current densities10.1016/j.jpowsour.2020.229412 ↗