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
  • [21] Liquid and gas permeabilities of nanostructured layers: Three-dimensional lattice Boltzmann simulation
    Ren, Guofu
    Qu, Zhiguo
    Hai, Yanfeng
    Wang, Yun
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2024, 92 : 27 - 36
  • [22] Comparing through-plane diffusibility correlations in PEFC gas diffusion layers using the lattice Boltzmann method
    Espinoza-Andaluz, Mayken
    Andersson, Martin
    Sunden, Bengt
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2017, 42 (16) : 11689 - 11698
  • [23] Effects of the Structure, Wettability, and Rib-Channel Width Ratio on Liquid Water Transport in Gas Diffusion Layer Using the Lattice Boltzmann Method
    Liao, Jiadong
    Yang, Guogang
    Shen, Qiuwan
    Li, Shian
    Jiang, Ziheng
    Wang, Hao
    Sheng, Zhonghua
    Zhang, Guoling
    Zhang, Hongpeng
    ENERGY & FUELS, 2021, 35 (20) : 16799 - 16813
  • [24] Investigation of water freezing in gas diffusion layer of PEMFC using lattice Boltzmann method
    Gao, Yuan
    Ding, Zhaofeng
    IONICS, 2023, 29 (01) : 285 - 298
  • [25] Modeling Fluid Flow in the Gas Diffusion Layers in PEMFC Using the Multiple Relaxation-time Lattice Boltzmann Method
    Gao, Y.
    Zhang, X. X.
    Rama, P.
    Liu, Y.
    Chen, R.
    Ostadi, H.
    Jiang, K.
    FUEL CELLS, 2012, 12 (03) : 365 - 381
  • [26] Numerical simulation of liquid water and gas flow in a channel and a simplified gas diffusion layer model of polymer electrolyte membrane fuel cells using the lattice Boltzmann method
    Tabe, Yutaka
    Lee, Yongju
    Chikahisa, Takemi
    Kozakai, Masaya
    JOURNAL OF POWER SOURCES, 2009, 193 (01) : 24 - 31
  • [27] Liquid Water Characteristics in the Compressed Gradient Porosity Gas Diffusion Layer of Proton Exchange Membrane Fuel Cells Using the Lattice Boltzmann Method
    Yan, Song
    Yang, Mingyang
    Sun, Chuanyu
    Xu, Sichuan
    ENERGIES, 2023, 16 (16)
  • [28] Effect of compression on water transport in gas diffusion layer of polymer electrolyte membrane fuel cell using lattice Boltzmann method
    Jeon, Dong Hyup
    Kim, Hansang
    JOURNAL OF POWER SOURCES, 2015, 294 : 393 - 405
  • [29] Lattice Boltzmann simulations of anisotropic permeabilities in carbon paper gas diffusion layers
    Hao, Liang
    Cheng, Ping
    JOURNAL OF POWER SOURCES, 2009, 186 (01) : 104 - 114
  • [30] Impact of Structural Variations in Gas Diffusion Layers on Effective Mass Transfer in PEMFCs Using the Lattice Boltzmann Method
    Nguyen, Khanh-Hoan
    Chang, Kyoungsik
    Siddiqa, Sadia
    TRANSPORT IN POROUS MEDIA, 2025, 152 (04)