Study of fluid displacement in 3D porous media with an improved multi-component pseudopotential lattice Boltzmann method

TL;DR

This paper extends an improved multi-component pseudopotential lattice Boltzmann method to three dimensions, validating its effectiveness for simulating fluid displacement in realistic porous media with optimized GPU performance.

Contribution

The paper introduces a 3D generalization of an improved lattice Boltzmann method, enabling realistic simulation of immiscible fluid flows in porous media with independent control of surface tension and fluid volume conservation.

Findings

Successfully simulates realistic viscosity ratios

Achieves independent tuning of surface tension

Preserves trapped fluid volume during simulations

Abstract

We generalize to three dimensions (3D) a recently developed improved multi-component pseudopotential lattice Boltzmann method and analyze its applicability to simulate flows through realistic porous media. The model is validated and characterized via benchmarks, and we investigate its performance by simulating the displacement of immiscible fluids in 3D geometries. Two samples are considered, namely, a pack of spheres obtained numerically, and a Bentheimer sandstone rock sample obtained experimentally. We show that, with this model it is possible to simulate realistic viscosity ratios, to tune surface tension independently and, most importantly, to preserve the volume of trapped fluid. We also evaluate the computational performance of the model on the Graphical Processing Unit (GPU) and mention the implemented optimizations to increase the computational speed and reduce the memory requirements.