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Title: Comprehensive comparison of pore-scale models for multiphase flow in porous media

Journal Article · · Proceedings of the National Academy of Sciences of the United States of America
 [1]; ORCiD logo [2];  [3];  [4];  [4];  [5];  [6];  [7];  [8];  [7];  [9];  [9];  [10];  [11];  [12];  [13];  [14];  [14];  [15];  [15] more »;  [16];  [16]; ORCiD logo [17];  [18];  [19];  [20];  [20]; ORCiD logo [3] « less
  1. Department of Civil Engineering, McMaster University, Hamilton, ON L8S 4L7, Canada,
  2. Department of Engineering Science, University of Oxford, Oxford OX1 3PJ, United Kingdom,
  3. Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139,
  4. Department of Civil and Environmental Engineering, University of Illinois at Urbana–Champaign, Urbana, IL 61801,
  5. Department of Mechanical and Process Engineering, Swiss Federal Institute of Technology in Zürich, 8092 Zürich, Switzerland,
  6. Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, NM 87545,
  7. Department of Environmental Sciences and Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC 27516,
  8. Advanced Research Computing, Virginia Polytechnic Institute &, State University, Blacksburg, VA 24061,
  9. Department of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, Notre Dame, IN 46556,
  10. Leibniz Institute for Applied Geophysics, 30655 Hannover, Germany,
  11. Department of Experimental Physics, Saarland University, 66123 Saarbrücken, Germany,
  12. Department of Civil Engineering, Universidad Politécnica de Madrid, 28040 Madrid, Spain,
  13. Aramco Research Center-Boston, Aramco Services Company, Cambridge, MA 02139,
  14. Department of Petroleum and Geosystems Engineering, University of Texas at Austin, Austin, TX 78712,
  15. Institute of Petroleum Engineering, Heriot-Watt University, Edinburgh EH14 4AS, United Kingdom,
  16. Department of Physics, Norwegian University of Science and Technology, 7491 Trondheim, Norway,
  17. Department of Physics Core Facilities, Weizmann Institute of Science, Rehovot 76100, Israel,
  18. Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot 7610001, Israel,, Faculty of Engineering, Environment and Computing, Coventry University, Coventry CV1 2JH, United Kingdom,
  19. State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China,
  20. Laboratoire 3SR, Université Grenoble Alpes, 38041 Grenoble, France

Significance The simultaneous flow of multiple fluid phases through a porous solid occurs in many natural and industrial processes. Microscale physical mechanisms such as the relative affinity of the solid for the fluids (i.e., wettability), capillarity, and viscosity combine with pore geometry to produce a wide variety of macroscopic flow patterns. Pore-scale modeling is an essential tool to connect microscale mechanisms with macroscopic patterns, but quantitative comparisons between different models, and with experimental data, are lacking. Here, we perform an unprecedented comparison of state-of-the-art models from 14 leading groups with a recent experimental dataset. The results underscore the challenges of simulating multiphase flows through porous media, highlighting specific areas for further effort in what is already a flourishing field of research.

Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES); USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)
Grant/Contract Number:
AC05-00OR22725; SC0018357
OSTI ID:
1566173
Journal Information:
Proceedings of the National Academy of Sciences of the United States of America, Journal Name: Proceedings of the National Academy of Sciences of the United States of America Journal Issue: 28 Vol. 116; ISSN 0027-8424
Publisher:
Proceedings of the National Academy of SciencesCopyright Statement
Country of Publication:
United States
Language:
English

References (53)

Two-phase flow in rough-walled fractures: Comparison of continuum and invasion-percolation models: COMPARISON OF CONTINUUM AND INVASION-PERCOLATION MODELS journal February 2013
A level set method for simulating capillary-controlled displacements at the pore scale with nonzero contact angles: Level Set Simulation of Capillary Displacement journal August 2013
Spontaneous imbibition in a microchannel: analytical solution and assessment of volume of fluid formulations journal August 2018
Volume of fluid (VOF) method for the dynamics of free boundaries journal January 1981
Computation of multiphase systems with phase field models journal September 2003
Flow in porous media — pore-network models and multiphase flow journal June 2001
Pore-scale imaging and modelling journal January 2013
Pore-scale simulation of liquid CO2 displacement of water using a two-phase lattice Boltzmann model journal November 2014
Pore-scale simulations of drainage in granular materials: Finite size effects and the representative elementary volume journal September 2016
Direct pore-scale reactive transport modelling of dynamic wettability changes induced by surface complexation journal January 2018
A phase-field lattice Boltzmann model for simulating multiphase flows in porous media: Application and comparison to experiments of CO2 sequestration at pore scale journal April 2018
A pore-scale method for hydromechanical coupling in deformable granular media journal May 2017
A novel heterogeneous algorithm to simulate multiphase flow in porous media on multicore CPU–GPU systems journal July 2014
Pore-scale simulations on relative permeabilities of porous media by lattice Boltzmann method journal April 2010
A level set method for determining critical curvatures for drainage and imbibition journal December 2006
Lattice Boltzmann simulations of liquid CO2 displacing water in a 2D heterogeneous micromodel at reservoir pressure conditions journal May 2018
Effect of wettability on two-phase quasi-static displacement: Validation of two pore scale modeling approaches journal May 2018
Stochastic Rotation Dynamics simulations of wetting multi-phase flows journal June 2016
Diffuse interface modeling of three-phase contact line dynamics on curved boundaries: A lattice Boltzmann model for large density and viscosity ratios journal April 2017
Simulation of incompressible two-phase flow in porous media with large timesteps journal September 2017
Multiphase Flow in Permeable Media book January 2017
Deposition of a viscous fluid on the wall of a tube journal March 1961
The motion of long bubbles in tubes journal March 1961
A phase-field model of two-phase Hele-Shaw flow journal October 2014
Tracking interface and common curve dynamics for two-fluid flow in porous media journal April 2016
Signatures of fluid–fluid displacement in porous media: wettability, patterns and pressures journal July 2019
Viscosity of crude oil blends journal December 1987
Effects of Wettability on Three-Phase Flow in Porous Media journal April 2000
Predictive pore-scale modeling of two-phase flow in mixed wet media: PREDICTIVE PORE-SCALE MODELING journal July 2004
A Functional Relationship Between Capillary Pressure, Saturation, and Interfacial Area as Revealed by a Pore-Scale Network Model journal August 1996
Prediction of relative permeabilities for unconsolidated soils using pore-scale network models journal January 1997
Effects of Pore-Scale Disorder on Fluid Displacement in Partially-Wettable Porous Media journal October 2016
Pore-scale modeling of two-phase transport in polymer electrolyte fuel cells—progress and perspective journal January 2011
Simulation of microscale gas flow in heterogeneous porous media based on the lattice Boltzmann method journal August 2016
Wettability control on multiphase flow in patterned microfluidics journal August 2016
Simulation and theory of two-phase flow in porous media journal December 1992
Stabilizing Fluid-Fluid Displacements in Porous Media Through Wettability Alteration journal May 2015
Influence of contact angle on quasistatic fluid invasion of porous media journal June 1990
Stochastic rotation dynamics: A Galilean-invariant mesoscopic model for fluid flow journal January 2001
Three-dimensional lattice Boltzmann model for immiscible two-phase flow simulations journal April 2012
Wettability controls slow immiscible displacement through local interfacial instabilities journal November 2016
Quasistatic fluid-fluid displacement in porous media: Invasion-percolation through a wetting transition journal October 2018
Macroscopic Phase-Field Model of Partial Wetting: Bubbles in a Capillary Tube journal April 2012
Revisiting the Saffman-Taylor Experiment: Imbibition Patterns and Liquid-Entrainment Transitions journal July 2014
Wettability Stabilizes Fluid Invasion into Porous Media via Nonlocal, Cooperative Pore Filling journal October 2015
Forced Imbibition in Porous Media: A Fourfold Scenario journal November 2017
Forced Wetting Transition and Bubble Pinch-Off in a Capillary Tube journal February 2018
Diffusion-Limited Aggregation and Two-Fluid Displacements in Porous Media journal April 1984
Viscous Fingering Fractals in Porous Media journal December 1985
Interfacial Stability of Immiscible Displacement in a Porous Medium journal October 1986
Lattice Boltzmann Method for Fluid Flows journal January 1998
L EVEL S ET M ETHODS FOR F LUID I NTERFACES journal January 2003
Three-Dimensional Computational Fluid Dynamics Modelling of Oxygen Bubble Transport in Polymer Electrolyte Membrane Electrolyzer Porous Transport Layers journal January 2016

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