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Current Minireview | Open Access

Spontaneous imbibition in shale: A review of recent advances

State Key Laboratory of Petroleum Resources and Prospecting, China University of Petroleum, Beijing 102249, P. R. China
National Energy Technology Laboratory, Morgantown, WV, USA
Institute of Geophysics and Geomatics, China University of Geosciences, Wuhan 430074, P. R. China
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Abstract

Spontaneous imbibition in shale is commonly observed during and after hydraulic fracturing. This mechanism greatly influences hydrocarbon recovery in shale plays, therefore attracting increasing attention from researchers. The number of related publications is increasing. In this review, we summarize the recent advances in shale spontaneous imbibition from three aspects, namely, conventional spontaneous imbibition models, common experimental methods, and key mechanisms that need to be focused on. The major influencing factors on the shale imbibition process are discussed, and promising future works are presented on the basis of the merits and demerits of the recent studies. This study discusses the mechanisms of shale-liquid interaction, the complexity of multiphase flow in shale plays, and highlights the achievements and challenges in shale imbibition research.

References

 
Abbasi, M.A., Ezulike, D.O., Dehghanpour, H., et al. A comparative study of flowback rate and pressure transient behavior in multifractured horizontal wells completed in tight gas and oil reservoirs. J. Nat. Gas Sci. Eng. 2014, 17: 82-93.
 
Aidun, C.K., Clausen, J.R. Lattice-Boltzmann method for complex flows. Annu. Rev. Fluid Mech. 2010, 42(1): 439-472.
 
Anderson, W. Wettability literature survey-Part 2: Wettability measurement. J. Petrol. Technol. 1986, 38: 1246-1262.
 
Bennion, D.B., Thomas, F.B. Formation damage issues impacting the productivity of low permeability, low initial water saturation gas producing formations. J. Energ. Resour. Technol. 2005, 127: 240-247.
 
Bertoncello, A., Wallace, J., Blyton, C., et al. Imbibition and water blockage in unconventional reservoirs: Well management implications during flowback and early production. SPE Reserv. Eval. Eng. 2014, 17(4): 497-506.
 
Binazadeh, M., Xu, M., Zolfaghari, A., et al. Effect of electrostatic interactions on water uptake of gas shales: The interplay of solution ionic strength and electrostatic double layer. Energ. Fuel. 2016, 30: 992-1001.
 
Birdsell, D.T., Rajaram, H., Lackey, G. Capillary imbibition of hydraulic fracturing fluids into partially saturated shale. American Geophysical Union, Fall Meeting, Abstract MR41A-2627, 2015a.
DOI
 
Birdsell, D.T., Rajaram, H., Lackey, G. Imbibition of hydraulic fracturing fluids into partially saturated shale. Water Resour. Res. 2015b, 51(8): 6787-6796.
 
Bonnaud, P.A., Coasne, B., Pellenq, R.J. Molecular simulation of water confined in nanoporous silica. J. Phys. Condens. Mat. 2010, 22(28): 284110.
 
Cai, J., Hu, X., Standnes, D.C., et al. An analytical model for spontaneous imbibition in fractal porous media including gravity. Colloid. Surface. A. 2010a, 414: 228-233.
 
Cai, J., Yu, B. A discussion of the effect of tortuosity on the capillary imbibition in porous media. Transport Porous Med. 2001, 89: 251-263.
 
Cai, J., Yu, B. Advances in studies of spontaneous imbibition in porous media. Adv. Mech. 2012, 42(6): 735-754.
 
Cai, J., Yu, B., Mei, M., et al. Capillary rise in a single tortuous capillary. Chin. Phys. Lett. 2010b, 27: 054701.
 
Cai, J., Yu, B., Zou, M., et al. Fractal characterization of spontaneous co-current imbibition in porous media. Energ. Fuel. 2010c, 24: 1860-1867.
 
Chakraborty, N., Karpyn. Z.T., Liu, S., et al. Permeability evolution of shale during spontaneous imbibition. J. Nat. Gas Sci. Eng. 2017, 38: 590-596.
 
Dai, C., Cheng, R., Sun, X., et al. Oil migration in nanometer to micrometer sized pores of tight oil sandstone during dynamic surfactant imbibition with online NMR. Fuel 2019, 245: 544-553.
 
Dehghanpour, H., Zubair, H.A., Chhabra, A., et al. Liquid intake of organic shales. Energ. Fuel. 2012, 26: 5750-5758.
 
Distefano, V.H., Cheshire, M.C., McFarlane, J., et al. Spontaneous imbibition of water and determination of effective contact angles in the Eagle Ford Shale Formation using neutron imaging. J. Earth Sci. 2017, 28(5): 874-887.
 
Dong, X., Sun, J., Li, J., et al. Experimental research of gas shale electrical properties by NMR and the combination of imbibition and drainage. J. Geophys. Eng. 2015, 12: 610-619.
 
Dullien, F.A.L. Wood's metal porosimetry and its relation to mercury porosimetry. Powder Technol. 1981, 29: 109-116.
 
Fakcharoenphol, P., Kurtoglu, B., Kazemi, H., et al. The Effect of osmotic pressure on improve oil recovery from fractured shale formations. Paper SPE 168998 Presented at SPE Unconventional Resources Conference. Society of Petroleum Engineers, The Woodlands, Texas, USA, 1-3 April, 2014.
DOI
 
Fan, X.J., Phan-Thien, N., Yong, N.T., et al. Molecular dynamics simulation of a liquid in a complex nano channel flow. Phys. Fluids 2002, 14(3): 1146-1153.
 
Fatt, I. The network model of porous media. Trans. AIME 1956, 207: 144-164.
 
Fischer, I., Celia, M.A. Prediction of relative and absolute permeabilities for gas and water from soil water retention curves using a pore-scale network model. Water Resour. Res. 1999, 35: 1089-1100.
 
Fries, N., Dreyer, M. An analytic solution of capillary rise restrained by gravity. J. Colloid Interf. Sci. 2008, 320(1): 259-263.
 
Gallo, P., Ricci, M.A., Rovere, M. Layer analysis of the structure of water confined in vycor glass. J. Phys. Chem. 2001, 116(1): 342-346.
 
Gallo, P., Rovere, M., Spohr, E. Supercooled confined water and the mode coupling crossover temperature. Phys. Rev. Lett. 2000, 85(20): 4317-4320.
 
Gao, Z., Hu, Q. Wettability of Mississippian Barnett Shale samples at different depths: Investigations from directional spontaneous imbibition. AAPG Bull. 2016, 100(1): 101-114.
 
Gerhard, J., Kueper B. Influence of constitutive model parameters on the predicted migration of dnapl in heterogeneous porous media. Water Resour. Res. 2003, 39(10): 1279.
 
Ghanbari, E., Dehghanpour, H. Impact of rock fabric on water imbibition and salt diffusion in gas shales. Int. J. Coal Geol. 2015, 138: 55-67.
 
Ghanbari, E., Dehghanpour, H. The fate of fracturing water: A field and simulation study. Fuel 2016, 163: 282-294.
 
Guo, B., Ma, L., Tchelepi, H.A. Image-based micro-continuum model for gas flow in organic-rich shale rock. Adv. Water Resour. 2018a, 122: 70-84.
 
Guo, B., Mehmani, Y., Tchelepi, H.A. Image-based multiscale formulation for pore-scale compressible Darcy-Stokes flow. American Geophysical Union, Fall Meeting, Abstract H41K-2220, 2018b.
DOI
 
Guo, B., Mehmani, Y., Tchelepi, H.A. Multiscale formulation of pore-scale compressible Darcy-Stokes flow. J. Comput. Phys. 2019, 397(15): 108849.
 
Gu, Q., Zhu, L., Zhang, Y., et al. Pore-scale study of counter-current imbibition in strongly water-wet fractured porous media using lattice Boltzmann method. Phys. Fluids 2019, 31: 086602.
 
Handy, L.L. Determination of effective capillary pressures for porous media from imbibition data. Pet. Trans. AIME 1960, 219: 75-80.
 
Hansen, J.P., McDonald, I.R. Theory of Simple Liquids. Academic Press, 2006.
 
Hirasaki, G., Zhang, D. Surface chemistry of oil recovery from fractured, oil-wet, carbonate formations. SPE J. 2004, 9(2): 151-162.
 
Hϕgnesen, E., Standnes, D., Austad, T. Scaling spontaneous imbibition of aqueous surfactant solution into preferential oil-wet carbonates. Energ. Fuel. 2004, 18(6): 1665-1675.
 
Hu, Q., Ewing, R.P., Dultz, S. Low pore connectivity in natural rock. J. Contam. Hydrol. 2012, 133: 76-83.
 
Hu, Q., Ewing, R.P., Rowe, H.D. Low nanopore connectivity limits gas production in Barnett formation. J. Geophys. Res. Sol. Ea. 2015a, 120: 8073-8087.
 
Hu, Q., Liu, X., Gao, Z. Pore structure and tracer migration behavior of typical American and Chinese shales. Petrol. Sci. 2015b, 12(4): 651-663.
 
Javaheri, A., Dehghanpour, H., Wood, J.M. Tight rock wettability and its relationship to other petrophysical properties: A Montney case study. J. Earth Sci. 2017, 28(2): 381-390.
 
Kim, E., Whitesides, G.M. Imbibition and flow of wetting liquids in noncircular capillaries. J. Phys. Chem. B. 1997, 101(6): 855-863.
 
Li, C., Lin, M., Ji, L., et al. Investigation of intermingled fractal model for organic-rich shale. Energ. Fuel. 2017, 31(9): 8896-8909.
 
Li, C., Lin, M., Ji, L., et al. Rapid evaluation of the permeability of organic-rich shale using the 3D intermingled-fractal model. SPE J. 2018a, 23(6): 191358.
 
Li, C., Shen, Y., Ge, H., et al. Spontaneous imbibition in fractal tortuous micro-nano pores considering dynamic contact angle and slip effect: phase portrait analysis and analytical solutions. Sci. Rep. 2018b, 8(1): 3919.
 
Li, K., Horne, R.N. Characterization of spontaneous water imbibition into gas-saturated rocks. SPE J. 2000, 6(4): 375-384.
 
Lin, H., Zhang, S., Wang, F., et al. Experimental investigation on imbibition-front progression in shale based on nuclear magnetic resonance. Energ. Fuel. 2016, 30: 9097-9105.
 
Li, S., Lei, Q., Wang, X., et al. Permeability regain and aqueous phase migration during hydraulic fracturing shut-ins. Sci. Rep. 2019, 9: 1818.
 
Liu, D., Ge, H., Liu, J., et al. Experimental investigation on aqueous phase migration in unconventional gas reservoir rock samples by nuclear magnetic resonance. J. Nat. Gas Sci. Eng. 2016a, 36: 837-851.
 
Liu, H., Lai, B., Chen, J. Unconventional spontaneous imbibition into shale matrix: Theory and a methodology to determine relevant parameters. Transport Porous Med. 2016a, 111(1): 41-57.
 
Liu, H., Ranjith, P.G., Georgi, D.T., et al. Some key technical issues in modelling of gas transport process in shales: A review. Geomechan. Geophys. Geo-Energ. Geo-Resour. 2016b, 2(4): 231-243.
 
Liu, J., Sheng, J. Experimental investigation of surfactant enhanced spontaneous imbibition in Chinese shale oil reservoirs using NMR tests. J. Ind. Eng. Chem. 2019, 72: 414-422.
 
Liu, J., Sheng, J., Wang, X., et al. Experimental study of wettability alteration and spontaneous imbibition in Chinese shale oil reservoirs using anionic and nonionic surfactants. J. Petrol. Sci. Eng. 2019, 175: 624-633.
 
Loucks, R.G., Reed, R.M., Ruppel, S.C., et al. Morphology, genesis, and distribution of nanometer-scale pores in siliceous mudstones of the Mississippian Barnett Shale. J. Sediment. Res. 2009, 79(12), 848-861.
 
Loucks, R.G., Reed, R.M., Ruppel, S.C., et al. Spectrum of pore types and networks in mudrocks and a descriptive classification for matrix-related mudrock pores. AAPG Bull. 2012. 96(6): 1071-1098.
 
Lucas, R. Rate of capillary ascension of liquids. Kolloid-Zeitschrift 1918, 23(1): 15-22.
 
Makhanov, K., Dehghanpour, H., Kuru, E. An experimental study of spontaneous imbibition in Horn River shales. Paper SPE 162650 Presented at SPE Canadian Unconventional Resources Conference. Society of Petroleum Engineers, Calgary, Alberta, Canada, 30 October-1 November, 2012.
DOI
 
Makhanov, K., Habibi. A., Dehghaanpour, H., et al. Liquid uptake of gas shales: A workflow to estimate water loss during shut-in periods after fracturing operations. J. Uncon. Oil Gas Resour. 2014, 7: 22-32.
 
Martic, G., Gentner, F., Seveno, D., et al. A molecular dynamics simulation of capillary imbibition. Langmuir 2002, 18(21): 7971-7976.
 
Mason, G., Morrow, N.R. Developments in spontaneous imbibition and possibilities for future work. J. Petrol. Sci. Eng. 2013, 110: 268-293.
 
McWhorter, D.B., Sunada, D.K. Exact integral solutions for two-phase flow. Water Resour. Res. 1990, 26(3): 399-413.
 
Mehana, M., Al Salman, M., Fahes, M. Impact of salinity and mineralogy on slick water spontaneous imbibition and formation strength in shale. Energ. Fuel. 2018, 32(5): 5725-5735.
 
Mehmani, Y., Tchelepi, H. Accelerated simulation of multiphase flow at the pore scale. American Geophysical Union, Fall Meeting, Abstract H41K-2216, 2018.
 
Meng, M., Ge, H., Ji, W., et al. Monitor the process of shale spontaneous imbibition in co-current and counter-current displacing gas by using low field nuclear magnetic resonance method. J. Nat. Gas Sci. Eng. 2015, 27: 336-345.
 
Meng, M., Ge, H., Ji, W., et al. Research on the auto-removal mechanism of shale aqueous phase trapping using low field nuclear magnetic resonance technique. J. Petrol. Sci. Eng. 2016, 137: 63-73.
 
Meng, Q., Cai, J., Wang, J. Scaling of countercurrent imbibition in 2D matrix blocks with different boundary conditions. SPE J. 2019a, 24(3): 1179-1191.
 
Meng, Q., Cai, Z., Cai, J., et al. Oil recovery by spontaneous imbibition from partially water-covered matrix blocks with different boundary conditions. J. Petrol. Sci. Eng. 2019b, 172: 454-464.
 
Morsy, S., Sheng, J., Soliman, M.Y. Improving hydraulic fracturing of shale formations by acidizing. Paper SPE 165688 Presented at SPE Eastern Regional Meeting. Society of Petroleum Engineers, Pittsburgh, Pennsylvania, USA, 20-22 August, 2013a.
DOI
 
Morsy, S., Sheng, J., Hetherington, C., et al. Impact of matrix acidizing on shale formations. Paper SPE 167568 Presented at SPE Nigeria Annual International Conference and Exhibition. Society of Petroleum Engineers, Lagos, Nigeria, 5-7 August, 2013b.
DOI
 
Mumuni, A., Pegg, M.J. Theoretical and experimental determination of the fractal dimension and pore size distribution index of a porous sample using spontaneous imbibition dynamics theory. J. Petrol. Sci. Eng. 2018, 167: 785-795.
 
Nelson, P.H. Pore-throat sizes in sandstones, tight sandstones, and shales. AAPG Bull. 2009, 93(3): 329-340.
 
Nicot, J., Scanlon, B. Water use for shale-gas production in Texas, US. Environ. Sci. Technol. 2012, 46(6): 3580-3586.
 
Nutt, C.W. The physical basis of the displacement of oil from porous media by other fluids: A capillary bundle model. Proceedings of the Royal Society of London. Series A, Mathematical and Physical Sciences 1982, 382(1782): 155-178.
 
ϕren, P., Bakke, S., Arntzen, O.J. Extending predictive capabilities to network models. SPE J. 1998, 3(4): 324-336.
 
ϕren, P., Bakke, S. Reconstruction of Berea sandstone and pore-scale modelling of wettability effects. J. Pet. Sci. Eng. 2003, 39(3-4): 177-199.
 
Palisch, T., Vincent, M., Handren, P. Slickwater fracturing: food for thought. SPE Prod. Oper. 2010, 25(3): 327-344.
 
Qu, H., Peng, Y., Pan, Z., et al. A fully coupled simulation model for water spontaneous imbibition into brittle shale. J. Nat. Gas Sci. Eng. 2019, 66: 293-305.
 
Rao, P.S.C., Green, R.E., Ahuja, L.R., et al. Evaluation of a capillary bundle model for describing solute dispersion in aggregated soils. Soil Sci. Soc. Am. J. 1976, 40(6): 815-820.
 
Ren, W., Li, G., Tian, S., et al. Analytical modelling of hysteretic constitutive relations governing spontaneous imbibition of fracturing fluid in shale. J. Nat. Gas Sci. Eng. 2016, 34: 925-933.
 
Roychaudhuri, B., Tsotsis, T., Jessen, K. An experimental investigation of spontaneous imbibition in gas shales. J. Petrol. Sci. Eng. 2013, 111: 87-97.
 
Roychaudhuri, B., Tsotsis, T., Jessen, K. Shale-fluid interactions during forced lmbibition and flow-back. J. Petrol. Sci. Eng. 2019, 172: 443-453.
 
Roychaudhuri, B., Xu, J., Tsotsis, T., et al. Forced and spontaneous imbibition experiments for quantifying surfactant efficiency in tight shales. Paper SPE 169500 Presented at SPE Western North American and Rocky Mountain Joint Meeting, Denver, Colorado, 17-18 April, 2014.
DOI
 
Santos, J., Pyrcz, M., Prodanovic, M. Characterizing effective flow units in a multiscale porous medium. American Geophysical Union, Fall Meeting, Abstract H41K-2223, 2018.
 
Shan, X., Chen, H. Lattice Boltzmann model for simulating flows with multiple phases and components. Phys. Rev. E 1993, 47(3): 1815-1819.
 
Shan, X., Chen, H. Simulation of nonideal gases and liquid-gas phase transitions by the lattice Boltzmann equation. Phys. Rev. E 1994, 49(4): 2941-2948.
 
Sheng, J.J. Comparison of the effects of wettability alteration and IFT reduction on oil recovery in carbonate reservoirs. Asia-Pac. J. Chem. Eng. 2013, 8(1): 154-161.
 
Sheng, J.J. Performance analysis of chemical flooding in fractured shale and tight reservoirs. Asia-Pac. J. Chem. Eng. 2017, 13(1): e2147.
 
Shen, Y., Ge, H., Li, C., et al. Water imbibition of shale and its potential influence on shale gas recovery- a comparative study of marine and continental shale formations. J. Nat. Gas Sci. Eng. 2016, 35: 1121-1128.
 
Shen, Y., Ge, H., Meng, M., et al. Effect of water imbibition on shale permeability and its influence on gas production. Energ. Fuel. 2017, 31(5): 4973-4980.
 
Shi, Y., Yassin, M.R., Dehghanpour, H. A modified model for spontaneous imbibition of wetting phase into fractal porous media. Colloid. Surface. A. 2018, 543: 64-75.
 
Shuler, P., Tang, H., Lu, Z., et al. Chemical process for improved oil recovery from Bakken shale. Paper SPE 147531 Presented at Canadian Unconventional Resources Conference, Calgary, Alberta, Canada, 15-17 November, 2011.
DOI
 
Siddiqui, M.A.Q., Ali, S., Fei, H., et al. Current understanding of shale wettability: A review on contact angle measurements. Earth-Sci. Rev. 2018, 181: 1-11.
 
Siddiqui, M., Chen, X., Iglauer, S., et al. A multiscale study on shale wettability: Spontaneous imbibition versus contact angle. Water Resour. Res. 2019, 55(6): 5012-5032.
 
Singh, H. Scale-up of reactive processes in heterogeneous media (Doctoral dissertation). The University of Texas at Austin, 2014.
DOI
 
Singh, H. A critical review of water uptake by shales. J. Nat. Gas Sci. Eng. 2016, 34: 751-766.
 
Singh, H. Representative elementary volume (REV) in spatio-temporal domain: A method to find REV for dynamic pores. J. Earth Sci. 2017, 28(2): 391-403.
 
Singh, H., Cai, J. Screening improved recovery methods in tight-oil formations by injecting and producing through fractures. Int. J. Heat Mass Tran. 2018, 116: 977-993.
 
Singh, H., Cai, J. A feature-based stochastic permeability of shale: Part 1-validation and two-phase permeability in a Utica shale sample. Transport Porous Med. 2019a, 126(3): 527-560.
 
Singh, H., Cai, J. A feature-based stochastic permeability of shale: Part 2-Predicting field-scale permeability. Transport Porous Med. 2019b, 126(3): 561-578.
 
Singh, H., Myong, R.S. Critical review of fluid flow physics at micro-to nano-scale porous media applications in the energy sector. Adv. Mater. Sci. Eng. 2018, 9565240.
 
Soliman, M., Daal, J., East, L. Fracturing unconventional formations to enhance productivity. J. Nat. Gas Sci. Eng. 2012, 8: 52-67.
 
Soulaine, C., Creux, P., Tchelepi, H.A. Micro-continuum framework for pore-scale multiphase fluid transport in shale formations. Transport Porous Med. 2019, 127(1): 85-112.
 
Spohr, E., Trokhymchuk, A., Henderson, D. Adsorption of water molecules in slit pores. J. Electroanal. Chem. 1998, 450(2): 281-287.
 
Standnes, D.C., Austad, T. Wettability alteration in chalk: 2. Mechanism for wettability alteration from oil-wet to water-wet using surfactants. J. Petrol. Sci. Eng. 2000, 28(3): 123-143.
 
Strand, S., Austad, T., Puntervold, T., et al. “Smart water” for oil recovery from fractured limestone: A preliminary study. Energ. Fuel. 2008, 22(5): 3126-3133.
 
Succi, S. The lattice Boltzmann equation: for fluid dynamics and beyond. Oxford university press, 2001.
 
Supple, S., Quirke, N. Molecular dynamics of transient oil flows in nanopores. I: Imbibition speeds for single wall carbon nanotubes. J. Chem. Phys. 2004, 121(17): 8571-8579.
 
Supple, S., Quirke, N. Molecular dynamics of transient oil flows in nanopores. II: Density profiles and molecular structure for decani in carbon nanotubes. J. Chem. Phys. 2005, 122(10): 104706.
 
Swanson, B.F. Visualizing pores and nonwetting phase in porous rock. J. Pet. Technol. 1979, 31: 10-18.
 
Tahmasebi, P., Javadpour, F., Sahimi, M. Three-dimensional stochastic characterization of shale SEM images. Transport Porous Med. 2015, 110: 521-531.
 
Tahmasebi, P., Javadpour, F., Sahimi, M., et al. Multiscale study for stochastic characterization of shale samples. Adv. Water Resour. 2016, 89: 91-103.
 
Tahmasebi, P., Sahimi, M. Enhancing multiple-point geostatistical modeling: 1. Graph theory and pattern adjustment. Water Resour. Res. 2016, 52(3): 2074-2098.
 
Vandecasteele, I., Rivero, I., Sala, S., et al. Impact of shale gas development on water resources: A case study in northern Poland. Environ. Manage. 2015, 55(6): 1285-1299.
 
Van Genuchten, M.T. A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci. Soc. Am. J. 1980, 44(5): 892-898.
 
Wang, D., Butler, R., Liu, H., et al. Flow-rate behavior and imbibition in shale. SPE. Reserv. Eval. Eng. 2011, 14(4): 485-492.
 
Wang, F., Zhao, J. A mathematical model for co-current spontaneous water imbibition into oil-saturated tight sandstone: Upscaling from pore-scale to core-scale with fractal approach. J. Petrol. Sci. Eng. 2019, 178: 376-388.
 
Wang, J., Rahman, S.S. An investigation of fluid leak-off due to osmotic and capillary effects and its impact on micro-fracture generation during hydraulic fracturing stimulation of gas shale. Proceedings of the EUROPEC, Madrid, Spain, 1-4 June, 2015.
DOI
 
Wang, S., Javadpour, F., Feng, Q. Molecular dynamics simulations of oil transport through inorganic nanopores in shale. Fuel 2016, 171: 74-86.
 
Wang, X., Sheng, J. Pore network modeling of the Non-Darcy flows in shale and tight formations. J. Petrol. Sci. Eng. 2018, 163: 511-518.
 
Washburn, E.W. The dynamics of capillary flow. Phys. Rev. 1921, 17(3): 273-283.
 
Wong, Z., Kwok, F., Horne, R.N., et al. Sequential-implicit Newton method for multiphysics simulation. J. Comput. Phys. 2019, 391: 155-178.
 
Xu, M., Dehghanpour, H. Advances in understanding wettability of gas shales. Energ. Fuel. 2014, 28(7): 4362-4375.
 
Xu, M., Gupta, A., Dehghanpour, H. How significant are strain and stress induced by water imbibition in dry gas shales? J. Petrol. Sci. Eng. 2019, 176: 428-443.
 
Yang, L., Dou, N., Lu, X., et al. Advances in understanding imbibition characteristics of shale using an NMR technique: A comparative study of marine and continental shale. J. Geophys. Eng. 2018a, 15: 1363-1375.
 
Yang, R., Hu, Q., He, S., et al. Pore structure, wettability and tracer migration in four leading shale formations in the Middle Yangtze Platform, China. Mar. Petrol. Geol. 2018b, 89: 415-427.
 
Yang, R., Hu, Q., He, S., et al. Wettability and connectivity of overmature shales in the Fuling gas field, Sichuan Basin (China). AAPG Bull. 2019, 103(3): 653-689.
 
Yang, S., Dehghanpour, H., Binazadeh, M., et al. A molecular dynamics explanation for fast imbibition of oil in organic tight rocks. Fuel 2017, 190: 409-419.
 
Yan, G., Zi, L., Bore, T., et al. Dynamic effect in capillary pressure-saturation relationship using lattice Boltzmann simulation. In: Chen R., Zheng G., Ou C. (eds) Proceedings of the 2nd International Symposium on Asia Urban GeoEngineering. Springer Series in Geomechanics and Geoengineering, Springer, Singapore, 2018, 8-22.
DOI
 
Yassin, M.R., Dehghanpour, H., Wood, J., et al. A theory for relative permeability of unconventional rocks with dual-wettability pore network. SPE J. 2016, 21(6): 1970-1980.
 
Yu, B., Cai, J., Zou, M. On the physical properties of apparent two-phase fractal porous media. Vadose Zone J. 2009, 8(1): 177-186.
 
Yu, B., Cheng, P. A fractal permeability model for bi-dispersed porous media. Int. J. Heat Mass Tran. 2002, 45(14): 2983-2993.
 
Yu, Y., Sheng, J. A comparative experimental study of IOR potential in fractured shale reservoirs by cyclic water and nitrogen gas injection. J. Petrol. Sci. Eng. 2017, 149: 844-850.
 
Zhang, X., Morrow, N.R., Ma, S. Experimental verification of a modified scaling group for spontaneous imbibition. SPE Reserv. Eng. 1996, 11(4): 280-285.
 
Zheng, J., Ju, Y., Wang, M. Pore-scale modeling of spontaneous imbibition behavior in a complex shale porous structure by pseudopotential lattice Boltzmann method. J. Geophys. Res.: Sol. Ea. 2018, 123(11): 9586-9600.
 
Zhou, H., Zhang, Q., Dai, C., et al. Experimental investigation of spontaneous imbibition process of nanofluid in ultralow permeable reservoir with nuclear magnetic resonance. Chem. Eng. Sci. 2019, 201: 212-221.
 
Zhou, M., Zhang, Y., Zhou, R., et al. Mechanical property measurements and fracture propagation analysis of Longmaxi shale by micro-CT uniaxial compression. Energies. 2018, 11(6): 1409.
 
Zhou, Z., Abass, H., Li, X., et al. Mechanisms of imbibition during hydraulic fracturing in shale formations. J. Petrol. Sci. Eng. 2016, 141: 125-132.
Capillarity
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Cite this article:
Li C, Singh H, Cai J. Spontaneous imbibition in shale: A review of recent advances. Capillarity, 2019, 2(2): 17-32. https://doi.org/10.26804/capi.2019.02.01

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Received: 21 March 2019
Revised: 27 April 2019
Accepted: 01 May 2019
Published: 09 May 2019
© The Author(s) 2019

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