journal article·2021-06-01Open access

Estimation of Relative Transport Properties in Porous Transport Layers Using Pore-Scale and Pore-Network Simulations

Seongyeop Jung, Mayank Sabharwal, Alex Jarauta, Fei Wei, Murray Gingras, Jeff Gostick, Marc Secanell

Abstract

Improvements in imaging techniques have enabled the reconstruction of complex porous media which can be analyzed by computer simulations. The two most popular methods for numerical analysis of transport in porous media are direct numerical simulation (DNS) and pore network modeling (PNM). This work aims at assessing the suitability of these techniques to study dry and wet transport properties of porous transport layers for fuel cells and electrolyzers by comparing numerical predictions to experimental data for mercury intrusion, and transport properties. The microstructures of different materials are obtained using micro X-ray computed tomography and characterized by measuring mercury intrusion porosimetry (MIP) curves, dry permeability and diffusivity. Their results are compared to numerically predicted MIP, and dry and wet permeability and diffusivity. Results show that DNS is capable of accurately predicting intrusion, and transport properties without using any fitting parameters. Accurate predictions could be achieved with a PNM when the inscribed diameter method was used for pore size distribution, and the equivalent diameter was used to estimate pore transport properties. While DNS provides more accurate results without necessitating any calibration, a properly constructed PNM is shown to provide relatively good estimations of transport properties at a reduced computational expense.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Hydrocarbon exploration and reservoir analysis · Nuclear Physics and Applications · Nuclear Materials and Properties

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

References (74)

Show source-provided references
1. Gas diffusion layer for proton exchange membrane fuel cells—A review10.1016/j.jpowsour.2009.04.005 ↗
2. A review of gas diffusion layer in PEM fuel cells: Materials and designs10.1016/j.ijhydene.2011.12.148 ↗
3. Dicks · 2018
4. Microscale Tomography Investigations of Heterogeneous Porosity Distributions of PEMFC GDLs10.1149/1.3481443 ↗
5. X-ray computed tomography reconstruction and analysis of polymer electrolyte membrane fuel cell porous transport layers10.1016/j.ijhydene.2012.08.077 ↗
6. Effective diffusivity in partially-saturated carbon-fiber gas diffusion layers: Effect of local saturation and application to macroscopic continuum models10.1016/j.jpowsour.2015.07.034 ↗
7. Heterogeneous porosity distributions of polymer electrolyte membrane fuel cell gas diffusion layer materials with rib-channel compression10.1016/j.ijhydene.2016.06.147 ↗
8. Gas-diffusion-layer structural properties under compression via X-ray tomography10.1016/j.jpowsour.2016.08.020 ↗
9. Stochastic generation of sintered titanium powder-based porous transport layers in polymer electrolyte membrane electrolyzers and investigation of structural properties10.1149/08008.1097ecst ↗
10. Virtual Liquid Water Intrusion in Fuel Cell Gas Diffusion Media10.1149/2.0921807jes ↗
11. Characterization techniques for gas diffusion layers for proton exchange membrane fuel cells—A review10.1016/j.jpowsour.2012.04.026 ↗
12. Implications of inherent inhomogeneities in thin carbon fiber-based gas diffusion layers: A comparative modeling study10.1016/j.electacta.2018.09.089 ↗
13. Pore-scale modeling of two-phase transport in polymer electrolyte fuel cells–progress and perspective10.1039/B926077C ↗
14. OpenPNM: A Pore Network Modeling Package10.1109/MCSE.2016.49 ↗
15. Secanell · 2019 · 235
16. Pore network modeling of fibrous gas diffusion layers for polymer electrolyte membrane fuel cells10.1016/j.jpowsour.2007.04.059 ↗
17. Random Pore Network Modeling of Fibrous PEMFC Gas Diffusion Media Using Voronoi and Delaunay Tessellations10.1149/2.009308jes ↗
18. Pore Network Modeling of Compressed Fuel Cell Components with OpenPNM10.1002/fuce.201500168 ↗
19. Pore Network Modeling to Study the Effects of Common Assumptions in GDL Liquid Water Invasion Studies
20. Validation of pore network simulations of ex-situ water distributions in a gas diffusion layer of proton exchange membrane fuel cells with X-ray tomographic images10.1016/j.jpowsour.2016.09.076 ↗
21. Versatile and efficient pore network extraction method using marker-based watershed segmentation10.1103/PhysRevE.96.023307 ↗
22. Establishing Accuracy of Watershed-Derived Pore Network Extraction for Characterizing In-Plane Effective Diffusivity in Thin Porous Layers10.1149/2.0251907jes ↗
23. Pore network modelling to enhance liquid water transport through porous transport layers for polymer electrolyte membrane electrolyzers10.1016/j.jpowsour.2019.226910 ↗
24. Stochastic Modelling For Controlling the Structure of Sintered Titanium Powder-Based Porous Transport Layers for Polymer Electrolyte Membrane Electrolyzers10.1149/2.0161913jes ↗
25. Steady-State Water Drainage by Oxygen in Anodic Porous Transport Layer of Electrolyzers: A 2D Pore Network Study10.3390/pr8030362 ↗
26. Mesoscale modeling in electrochemical devices–A critical perspective10.1016/j.pecs.2018.11.002 ↗
27. Determination of Material Properties of Gas Diffusion Layers: Experiments and Simulations Using Phase Contrast Tomographic Microscopy10.1149/1.3176876 ↗
28. X-ray computed tomography of gas diffusion layers of PEM fuel cells: Calculation of thermal conductivity10.1016/j.ijhydene.2010.01.085 ↗
29. Microstructural analysis of mass transport phenomena in gas diffusion media for high current density operation in PEM fuel cells10.1016/j.jpowsour.2015.01.111 ↗
30. Gas-diffusion-layer structural properties under compression via X-ray tomography10.1016/j.jpowsour.2016.08.020 ↗
31. F. N. B, Saturation Dependent Effective Transport Properties of PEFC Gas Diffusion Layers10.1149/2.005209jes ↗
32. Transport characteristics of saturated gas diffusion layers treated with hydrophobic coatings10.1016/j.ces.2017.10.035 ↗
33. Effective-Diffusivity Measurement of Partially-Saturated Fuel-Cell Gas-Diffusion Layers10.1149/2.024211jes ↗
34. Direct Simulations of Pore-Scale Water Transport through Diffusion Media10.1149/2.0011907jes ↗
35. Tomography based screening of flow field/current collector combinations for PEM water electrolysis10.1039/C4RA12402B ↗
36. Polymer Electrolyte Water Electrolysis: Correlating Porous Transport Layer Structural Properties and Performance: Part I. Tomographic Analysis of Morphology and Topology10.1149/2.0561904jes ↗
37. OpenFCST: An Open-Source Mathematical Modelling Software for Polymer Electrolyte Fuel Cells10.1149/06403.0655ecst ↗
38. Modeling of Two-Phase Behavior in the Gas Diffusion Medium of PEFCs via Full Morphology Approach10.1149/1.2472547 ↗
39. Effective diffusivity in partially-saturated carbon-fiber gas diffusion layers: Effect of through-plane saturation distribution10.1016/j.ijheatmasstransfer.2015.02.073 ↗
40. Analysis of representative elementary volume and through-plane regional characteristics of carbon-fiber papers: diffusivity, permeability and electrical/thermal conductivity10.1016/j.ijheatmasstransfer.2018.07.030 ↗
41. Hubbell · 200410.18434/T4D01F ↗
42. Determination of PEFC Gas Diffusion Layer and Catalyst Layer Porosity Utilizing Archimedes Principle10.1149/2.0251915jes ↗
43. Absolute permeability and Knudsen diffusivity measurements in PEMFC gas diffusion layers and micro porous layers10.1016/j.jpowsour.2012.01.099 ↗
44. Knudsen diffusivity and permeability of pemfc microporous coated gas diffusion layers for different polytetrafluoroethylene loadings10.1149/2.036302jes ↗
45. Experimental study of mass transport in PEMFCs: Through plane permeability and molecular diffusivity in GDLs10.1016/j.electacta.2015.03.100 ↗
46. Practical cone-beam algorithm10.1364/JOSAA.1.000612 ↗
47. Fiji: an open-source platform for biological-image analysis10.1038/nmeth.2019 ↗
48. A threshold selection method from gray-level histograms10.1109/TSMC.1979.4310076 ↗
49. MorphoLibJ: integrated library and plugins for mathematical morphology with ImageJ10.1093/bioinformatics/btw413 ↗
50. Analysis of Catalyst Layer Microstructures: From Imaging to Performance10.1002/fuce.201600008 ↗
51. PoreSpy: A Python Toolkit for Quantitative Analysis of Porous Media Images10.21105/joss.01296 ↗
52. Invasion percolation: a new form of percolation theory10.1088/0305-4470/16/14/028 ↗
53. Impact of Liquid Water on Reactant Mass Transfer in PEM Fuel Cell Electrodes10.1149/1.3291977 ↗
54. Influence of limiting throat and flow regime on oxygen bubble saturation of polymer electrolyte membrane electrolyzer porous transport layers10.1016/j.ijhydene.2016.09.114 ↗
55. Stochastic Characterization and Reconstruction of Porous Media
56. A posteriori error analysis and adaptive processes in the finite element method: Part I—error analysis10.1002/nme.1620191103 ↗
57. Donea · 200310.1002/0470013826 ↗
58. Gresho · 1998
59. A note on preconditioning for indefinite linear systems10.1137/S1064827599355153 ↗
60. Characterization of PEMFC Gas Diffusion Layer Porosity10.1149/2.0921506jes ↗
61. Deconvolving pore shielding effects in mercury porosimetry data using NMR techniques10.1016/S0009-2509(00)00192-5 ↗
62. Influence of the Teflon loading in the gas diffusion layer of PBI-based PEM fuel cells10.1007/s10800-008-9512-8 ↗
63. Experimental measurements of effective diffusion coefficient of oxygen-nitrogen mixture in PEM fuel cell diffusion media10.1016/j.ces.2009.09.044 ↗
64. Anisotropic, effective diffusivity of porous gas diffusion layer materials for PEFC10.1016/j.electacta.2008.07.034 ↗
65. In-Plane Effective Diffusivity in PEMFC Gas Diffusion Layers10.1007/s11242-016-0648-4 ↗
66. Single phase through-plane permeability of carbon paper gas diffusion layers10.1016/j.jpowsour.2011.11.084 ↗
67. Experimental Measurement of Mass Transport Parameters of Gas Diffusion Layer and Catalyst Layer in PEM Fuel Cell
68. Effect of through-plane distribution of polytetrafluoroethylene in carbon paper on in-plane gas permeability10.1016/j.jpowsour.2013.10.009 ↗
69. In-plane and through-plane gas permeability of carbon fiber electrode backing layers10.1016/j.jpowsour.2006.06.096 ↗
70. A method for measuring relative in-plane diffusivity of thin and partially saturated porous media: An application to fuel cell gas diffusion layers10.1016/j.ijheatmasstransfer.2017.02.096 ↗
71. Computational Analysis of Gas Transport in Fuel Cell Catalyst Layer under Dry and Partially Saturated Conditions10.1149/2.0081907jes ↗
72. 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 ↗
73. Calculation of effective transport properties of partially saturated gas diffusion layers10.1016/j.jpowsour.2016.10.098 ↗
74. Pore Size Distribution Based Mathematical Model for Analyzing Two-Phase Flow in Porous Electrodes: I. Mathematical Model10.1149/2.0381706jes ↗