Lattice Boltzmann simulation of liquid water transport properties in gas diffusion layers using an orthogonal design method

被引:0
作者
Zhang, Heng [1 ]
Chang, Hong [1 ]
Duan, Kangjun [2 ]
Sarker, Mrittunjoy [3 ]
Kui, Dianlu [1 ]
Zhan, Zhigang [4 ]
机构
[1] China Univ Min & Technol, Sch Low Carbon Energy & Power Engn, 1 Daxue Rd, Xuzhou 221116, Peoples R China
[2] Wuhan Univ Technol, Sch Automot Engn, 122 Luoshi Rd, Wuhan 430070, Hubei, Peoples R China
[3] Univ Calif Merced, Mech Engn, Merced, CA USA
[4] Wuhan Univ Technol, State Key Lab Adv Technol Mat Synth & Proc, Wuhan, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
Fuel cell; gas diffusion layer; reconstruction; orthogonal design method; Lattice Boltzmann method; liquid water transport; PEM FUEL-CELL; THERMAL-CONDUCTIVITY; MICROSTRUCTURE RECONSTRUCTION; MICROPOROUS LAYER; MASS-TRANSPORT; PERMEABILITY; PERFORMANCE; GDL; OPTIMIZATION; FLOW;
D O I
10.1080/15435075.2025.2480209
中图分类号
O414.1 [热力学];
学科分类号
摘要
Optimizing the microstructure of the gas diffusion layer (GDL) can enhance transport behavior and cell performance. In this work, an orthogonal design method is employed to investigate three factors - porosity, carbon fiber diameter, and anisotropy ratio - across four levels. Stochastic numerical reconstruction is performed to generate 16 distinct GDL microstructure cases for comparative orthogonal analysis. The Lattice Boltzmann Method (LBM) is subsequently applied to compute anisotropic effective transport properties, including tortuosity and liquid water permeability, in the in-plane (IP) and through-plane (TP) directions. Finally, combinations of the three factors leading to maximum and minimum liquid water permeability are selected to optimize liquid transport behavior. The results reveal that porosity, carbon fiber diameter, and anisotropy ratio all affect the anisotropic tortuosity and permeability in GDL. Porosity has the greatest impact on liquid water transport, with impact degrees of 18.5 in the IP direction and 14.3 in the TP direction. The carbon fiber diameter exerts a nearly equal effect in both directions, with an impact degree of approximately 10. The anisotropy ratio exhibits the smallest effect, with impact degrees of 3.8 in the IP direction and 7.88 in the TP direction. Notably, although the anisotropy ratio has the least effect on liquid water transport, it is the factor that increases the difference in liquid water transport between the IP and TP directions among the three factors. As the anisotropy ratio increases, it makes the difference in liquid water transport between the IP and TP directions in the GDL significantly larger.
引用
收藏
页数:15
相关论文
共 50 条
  • [31] Influences of the perforation on effective transport properties of gas diffusion layers
    Fang, Wen-Zhen
    Tang, Yu-Qing
    Chen, Li
    Kang, Qin-Jun
    Tao, Wen-Quan
    INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2018, 126 : 243 - 255
  • [32] Pore-scale modeling of gas diffusion layers: Effects of compression on transport properties
    Zhu, Lijun
    Zhang, Heng
    Xiao, Liusheng
    Bazylak, Aimy
    Gao, Xin
    Sui, Pang-Chieh
    JOURNAL OF POWER SOURCES, 2021, 496 (496)
  • [33] Numerical Investigation of Water Transport and Effective Electrical Conductivity in Perforation of Gas Diffusion Layer Using Lattice Boltzmann Method
    Cho, Jae Yong
    Lee, Hee Min
    Bashir, Muhammad Nasir
    Lee, Joon Sang
    FRACTAL AND FRACTIONAL, 2024, 8 (12)
  • [34] Study of the anisotropic permeability of proton exchange membrane fuel cell gas diffusion layer by lattice Boltzmann method
    Jiang, Ziheng
    Yang, Guogang
    Li, Shian
    Shen, Qiuwan
    Liao, Jiadong
    Wang, Hao
    Espinoza-Andaluz, Mayken
    Ying, Ruomeng
    Pan, Xinxiang
    COMPUTATIONAL MATERIALS SCIENCE, 2021, 190
  • [35] Lattice Boltzmann Simulation on Water Transport in Gas Diffusion Layer of Polymer Electrolyte Membrane Fuel Cells
    Jeon, Dong Hyup
    2016 INTERNATIONAL CONFERENCE ON COMPUTATIONAL MODELING, SIMULATION AND APPLIED MATHEMATICS (CMSAM 2016), 2016, : 22 - 25
  • [36] Numerical investigation of liquid water transport and distribution in porous gas diffusion layer of a proton exchange membrane fuel cell using lattice Boltzmann method
    Chen, Li
    Luan, Hui-Bao
    He, Ya-Ling
    Tao, Wen-Quan
    RUSSIAN JOURNAL OF ELECTROCHEMISTRY, 2012, 48 (07) : 712 - 726
  • [37] REV-scale simulation of gas transport in shale matrix with lattice Boltzmann method
    Zhao, Jinzhou
    Fu, Dongyu
    Li, Yongming
    Jiang, Youshi
    Xu, Wenjun
    Chen, Xiyu
    JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING, 2018, 57 : 224 - 237
  • [38] Numerical investigation of liquid water transport and distribution in porous gas diffusion layer of a proton exchange membrane fuel cell using lattice Boltzmann method
    Li Chen
    Hui-Bao Luan
    Ya-Ling He
    Wen-Quan Tao
    Russian Journal of Electrochemistry, 2012, 48 : 712 - 726
  • [39] Impact on Diffusion Parameters Computation in Gas Diffusion Layers, Considering the Land/Channel Region, Using the Lattice Boltzmann Method
    Espinoza-Andaluz, M.
    Sunden, B.
    Andersson, M.
    POLYMER ELECTROLYTE FUEL CELLS 16 (PEFC 16), 2016, 75 (14): : 521 - 530
  • [40] Lattice Boltzmann study of liquid water flow and freezing in the gas diffusion layer
    Zang, Linfeng
    Zhu, Xiaojing
    Hao, Liang
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2024, 71 : 32 - 41