Effective Diffusion in Fibrous Porous Media: A Comparison Study between Lattice Boltzmann and Pore Network Modeling
Xiang Huang1, Wei Zhou2, Daxiang Deng3
1Fujian Key Laboratory of Special Energy Manufacturing, Xiamen Key Laboratory of Digital Vision Measurement, Huaqiao University, Xiamen 361021, China.
Comparing lattice Boltzmann method (LBM) and pore network modeling (PNM) for fibrous materials shows good agreement in diffusion coefficients. This validates PNM for virtual design and optimization of porous materials in energy applications.
Area of Science:
- Materials Science
- Computational Physics
- Chemical Engineering
Background:
- Understanding the relationship between pore structure and diffusion is vital for optimizing porous fibrous materials in energy applications.
- Lattice Boltzmann Method (LBM) and Pore Network Modeling (PNM) are key techniques for pore-scale simulation, but direct comparisons are scarce.
Purpose of the Study:
- To compare the effectiveness of LBM and PNM in predicting diffusion transport properties of fibrous porous materials.
- To validate PNM against LBM for virtual material design and performance optimization.
Main Methods:
- Reconstructed stochastic fibrous structures using X-ray microtomography data.
- Performed diffusion simulations using D3Q7 LBM and watershed-derived PNM.
- Estimated pore network parameters, specifically throat radius, using cross-section area equivalent radius.
Main Results:
- Effective diffusion coefficients from LBM and PNM showed good agreement.
- In-plane diffusivity was slightly higher than through-plane diffusivity, consistent with laid fiber structures.
- Tortuosity values derived from both geometric and transport measurements aligned with diffusion coefficient anisotropy.
Conclusions:
- PNM, when using cross-section area equivalent radius for throat size, provides reliable diffusion predictions comparable to LBM for fibrous porous materials.
- The findings support the use of PNM for efficient virtual design and optimization of these materials.
- The study highlights the anisotropy of diffusion in laid fibrous structures and validates tortuosity as a relevant metric.
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