Improved Prediction of Hydrologic Properties of Heterogeneous Porous Media at Pore-Scale - a Multi-physics Lattice Boltzmann Study

RezaeiDoust, 2009, Smart water as wettability modifier in carbonate and sandstone: a discussion of similarities/differences in the chemical mechanisms, Energy Fuels, 23, 4479, 10.1021/ef900185q Zhao, 2021, Comparative study on energy efficiency of moving-bed adsorption for carbon dioxide capture by two evaluation methods, Sustainable Energy Technol Assess, 44 Nelson, 2021, A CFD study of a direct solar-driven desorption process for carbon capture under transient conditions, Sustainable Energy Technol Assess, 47 Shin, 2016, Size-dependent control of colloid transport via solute gradients in dead-end channels, Proc Natl Acad Sci, 113, 257, 10.1073/pnas.1511484112 Tao, 2004, Maximum geometrical hindrance to diffusion in brain extracellular space surrounding uniformly spaced convex cells, J Theor Biol, 229, 59, 10.1016/j.jtbi.2004.03.003 Safford, 1978, Diffusion of water in cat ventricular myocardium, J General Physiol, 72, 513, 10.1085/jgp.72.4.513 Dagdug, 2007, Transient diffusion in a tube with dead ends, J Chem Phys, 127, 10.1063/1.2805068 Kar, 2015, Enhanced transport into and out of dead-end pores, ACS Nano, 9, 746, 10.1021/nn506216b Stark K, A numerical study of the nonlinear laminar regime of flow in an idealised porous medium, in Developments in Soil Science, vol. 2: Elsevier, 1972, pp. 86-102. Kang, 2002, Lattice Boltzmann simulation of chemical dissolution in porous media, Phys Rev E, 65, 10.1103/PhysRevE.65.036318 Kang, 2003, Simulation of dissolution and precipitation in porous media: dissolution and precipitation in porous media, J Geophys Res, 108 Chen, 2013, Coupled numerical approach combining finite volume and lattice Boltzmann methods for multi-scale multi-physicochemical processes, J Comput Phys, 255, 83, 10.1016/j.jcp.2013.07.034 Wright, 1968, Nonlinear flow through granular media, J Hydraulics Division, 94, 851, 10.1061/JYCEAJ.0001858 Poureslami, 2021, Pore-scale convection-conduction heat transfer and fluid flow in open-cell metal foams: a three-dimensional multiple-relaxation time lattice Boltzmann (MRT-LBM) solution, Int Commun Heat Mass Transfer, 126, 10.1016/j.icheatmasstransfer.2021.105465 Chen, 1998, Lattice Boltzmann method for fluid flows, Annu Rev Fluid Mech, 30, 329, 10.1146/annurev.fluid.30.1.329 He, 1998, A novel thermal model for the lattice Boltzmann method in incompressible limit, J Comput Phys, 146, 282, 10.1006/jcph.1998.6057 Nokhosteen, 2021, Utilizing lattice Boltzmann method for heat transfer analysis in solar thermal systems: a review, Sustainable Energy Technol Assess, 46 McNamara, 1988, Use of the Boltzmann equation to simulate lattice-gas automata, Phys Rev Lett, 61, 2332, 10.1103/PhysRevLett.61.2332 Kang, 2004, Lattice Boltzmann model for crystal growth from supersaturated solution: crystal growth from supersaturated solution, Geophys Res Lett, 31, 10.1029/2004GL021107 Asadi, 2019, Hybridized method of pseudopotential lattice Boltzmann and cubic-plus-association equation of state assesses thermodynamic characteristics of associating fluids, Phys Rev E, 100, 10.1103/PhysRevE.100.043302 Kang, 2006, Lattice Boltzmann pore-scale model for multicomponent reactive transport in porous media: multicomponent reactive transport, J Geophys Res, 111 Kang, 2007, An improved lattice Boltzmann model for multicomponent reactive transport in porous media at the pore scale: multicomponent reactive transport, Water Resour. Res., 43, 10.1029/2006WR005551 Kang, 2010, Pore scale modeling of reactive transport involved in geologic CO 2 sequestration, Transp Porous Media, 82, 197, 10.1007/s11242-009-9443-9 Chen, 2013, Pore-scale modeling of multiphase reactive transport with phase transitions and dissolution-precipitation processes in closed systems, Phys Rev E, 87, 10.1103/PhysRevE.87.043306 Chen, 2014, Pore-scale study of diffusion–reaction processes involving dissolution and precipitation using the lattice Boltzmann method, Int J Heat Mass Transf, 75, 483, 10.1016/j.ijheatmasstransfer.2014.03.074 Chen, 2018, Pore scale study of multiphase multicomponent reactive transport during CO2 dissolution trapping, Adv Water Resour, 116, 208, 10.1016/j.advwatres.2018.02.018 Keehm, 2004, Permeability and relative permeability from digital rocks: Issues on grid resolution and representative elementary volume, SEG Technical Program Expanded Abstracts 2004: Society of Exploration Geophysicists, 1654, 10.1190/1.1845147 De Prisco G, Toelke J, Dernaika MR. Computation of relative permeability functions in 3D digital rocks by a fractional flow approach using the lattice Boltzmann method, in Oral presentation of paper SCA2012-36 given at the International Symposium of the Society of Core Analysts, Aberdeen, 2012, pp. 27-30. Sell, 2013, Microtomographic quantification of hydraulic clay mineral displacement effects during a CO2 sequestration experiment with saline aquifer sandstone, Environ Sci Technol, 47, 198, 10.1021/es3013358 Willingham, 2008, Evaluation of the effects of porous media structure on mixing-controlled reactions using pore-scale modeling and micromodel experiments, Environ Sci Technol, 42, 3185, 10.1021/es7022835 Yang, 2018, Flow simulation of artificially induced microfractures using digital rock and lattice Boltzmann methods, Energies, 11, 2145, 10.3390/en11082145 Hussain, 2013, Monitoring water transport in sandstone using flow propagators: a quantitative comparison of nuclear magnetic resonance measurement with lattice Boltzmann and pore network simulations, Adv Water Resour, 60, 64, 10.1016/j.advwatres.2013.07.010 Zhang, 2021, Numerical investigation on acidic hydrothermal reactive flow in fractured rocks using a modified LBM model, Sustainable Energy Technol Assess, 48 Patel RA. Lattice Boltzmann method based framework for simulating physico-chemical processes in heterogeneous porous media and its application to cement paste, Ghent University, 2016. Fakhari, 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, Adv Water Resour, 114, 119, 10.1016/j.advwatres.2018.02.005 Tian, 2014, A coupled lattice Boltzmann model for simulating reactive transport in CO2 injection, Physica A, 403, 155, 10.1016/j.physa.2014.02.040 Yamabe, 2015, Lattice Boltzmann simulations of supercritical CO2–water drainage displacement in porous media: CO2 saturation and displacement mechanism, Environ Sci Technol, 49, 537, 10.1021/es504510y Zendehboudi, 2018, Applications of hybrid models in chemical, petroleum, and energy systems: a systematic review, Appl Energy, 228, 2539, 10.1016/j.apenergy.2018.06.051 Patel RA, Perko J, Jacques D, De Schutter G, Ye G, Van Breugel K. Lattice Boltzmann based multicomponent reactive transport model coupled with geochemical solver for scale simulations, in 5th International Conference on Computational Methods for Coupled Problems in Science and Engineering, 2013, pp. 806-817: International Center for Numerical Methods in Engineering (CIMNE). Patel, 2014, A versatile pore-scale multicomponent reactive transport approach based on lattice Boltzmann method: application to portlandite dissolution, Phys Chem Earth, Parts A/B/C, 70-71, 127, 10.1016/j.pce.2014.03.001 Yoon, 2012, Pore-scale simulation of mixing-induced calcium carbonate precipitation and dissolution in a microfluidic pore network: pore-scale simulation in a micromodel, Water Resour Res, 48, 10.1029/2011WR011192 Huber, 2014, A new pore-scale model for linear and non-linear heterogeneous dissolution and precipitation, Geochim Cosmochim Acta, 124, 109, 10.1016/j.gca.2013.09.003 Nogues, 2013, Permeability evolution due to dissolution and precipitation of carbonates using reactive transport modeling in pore networks, Water Resour Res, 49, 6006, 10.1002/wrcr.20486 PATEL R, PERKO J, JACQUES D. Yantra: A lattice Boltzmann method based simulation tool for modelling physico-chemical processes in concrete at different spatial scales, in XIV DBMC 14th International Conference on Durability of Building Materials and Components, p. 335. Patel RA, Perko J, Jacques D, De Schutter G, Ye G, Van Breugel K. Application of a pore-scale reactive transport model to study the influence of pore network characteristics on calcium leaching in cementitious systems. 2015. Fazeli, 2018, Effect of pore-scale mineral spatial heterogeneity on chemically induced alterations of fractured rock: a lattice Boltzmann study, Geofluids, 2018, 1, 10.1155/2018/6046182 Fazeli, 2019, Three-dimensional pore-scale modeling of fracture evolution in heterogeneous carbonate caprock subjected to CO2-enriched brine, Environ Sci Technol, 53, 4630, 10.1021/acs.est.8b05653 Guo, 2002, Discrete lattice effects on the forcing term in the lattice Boltzmann method, Phys Rev E, 65, 10.1103/PhysRevE.65.046308 Qian, 1992, Lattice BGK models for Navier-Stokes equation, EPL (Europhysics Letters), 17, 479, 10.1209/0295-5075/17/6/001 Liao, 2011, Application of Lattice Boltzmann method in fluid flow and heat transfer Krüger, 2017, The lattice Boltzmann method, Springer International Publishing, 10, 4 Zou, 1997, On pressure and velocity boundary conditions for the lattice Boltzmann BGK model, Phys Fluids, 9, 1591, 10.1063/1.869307 Bhatnagar, 1954, A model for collision processes in gases. I. Small amplitude processes in charged and neutral one-component systems, Phys Rev, 94, 511, 10.1103/PhysRev.94.511 Ponce Dawson, 1993, Lattice Boltzmann computations for reaction-diffusion equations, J Chem Phys, 98, 1514, 10.1063/1.464316 Long, 2009, A correlation for the collector efficiency of Brownian particles in clean-bed filtration in sphere packings by a Lattice-Boltzmann method, Environ Sci Technol, 43, 4419, 10.1021/es8024275 Carslaw, 1986 Bear, 2013, Dynamics of fluids in porous media, Courier Corporation Hommel, 2018, Porosity–permeability relations for evolving pore space: a review with a focus on (bio-) geochemically altered porous media, Transp Porous Media, 124, 589, 10.1007/s11242-018-1086-2 Bhat SK, Kovscek AR. Modeling Permeability Alteration in Diatomite Reservoirs During Steam Drive, SUPRI TR-113, National Petroleum Technology Office, Tulsa, OK (US)1999. Bhat, 1999, Statistical network theory of silica deposition and dissolution in diatomite, In Situ, 23, 21 Civan F. A multi-purpose formation damage model, in SPE Formation Damage Control Symposium, 1996: Society of Petroleum Engineers. Faruk C. Predictability of porosity and permeability alterations by geochemical and geomechanical rock and fluid interactions, in SPE international symposium on formation damage control, 2000: Society of Petroleum Engineers. Schneider, 1996, Mechanical and chemical compaction model for sedimentary basin simulators, Tectonophysics, 263, 307, 10.1016/S0040-1951(96)00027-3 Carman, 1937, Fluid flow through granular beds, Trans Inst Chem Eng, 15, 150 Marshall, 1958, A relation between permeability and size distribution of pores, J Soil Sci, 9, 1, 10.1111/j.1365-2389.1958.tb01892.x Ives, 1965, Kinetics of the filtration of dilute suspensions, Chem Eng Sci, 20, 965, 10.1016/0009-2509(65)80094-X Garing, 2015, Anti-correlated porosity–permeability changes during the dissolution of carbonate rocks: experimental evidences and modeling, Transp Porous Media, 107, 595, 10.1007/s11242-015-0456-2 Smith, 2013, CO2-induced dissolution of low permeability carbonates. Part I: characterization and experiments, Adv Water Resour, 62, 370, 10.1016/j.advwatres.2013.09.008 Hao, 2013, CO2-induced dissolution of low permeability carbonates. Part II: numerical modeling of experiments, Adv Water Resour, 62, 388, 10.1016/j.advwatres.2013.09.009 Carroll, 2013, Development of scaling parameters to describe CO2–rock interactions within Weyburn-Midale carbonate flow units, Int J Greenhouse Gas Control, 16, S185, 10.1016/j.ijggc.2012.12.026 Bernabé, 2003, Permeability-porosity relationships in rocks subjected to various evolution processes, Pure Appl Geophys, 160, 937, 10.1007/PL00012574 Al-Khulaifi, 2017, Reaction rates in chemically heterogeneous rock: coupled impact of structure and flow properties studied by X-ray microtomography, Environ Sci Technol, 51, 4108, 10.1021/acs.est.6b06224 Luquot, 2009, Experimental determination of porosity and permeability changes induced by injection of CO2 into carbonate rocks, Chem Geol, 265, 148, 10.1016/j.chemgeo.2009.03.028 Ghanbarian, 2013, Tortuosity in porous media: a critical review, Soil Sci Soc Am J, 77, 1461, 10.2136/sssaj2012.0435 Clennell, 1997, Tortuosity: a guide through the maze, Geol Soc, Lond, Spec Publ, 122, 299, 10.1144/GSL.SP.1997.122.01.18