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Water Vapor Adsorption Behavior in Shale Under Different Temperatures and Pore Structures

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Abstract

In this paper, fractal dimension analysis was used to describe pore structure. We proposed a shale water vapor multi-layer adsorption model that considers the control of pore structures. In this respect, the change curve of the water vapor adsorption capacity was found to be consistent with a type II curve. In addition, water vapor adsorption in shale occurs at primary and secondary adsorption sites. When the relative pressure was low, water vapor adsorption in shale occurs at primary adsorption sites. Thus, primary adsorption capacity is greater than secondary adsorption capacity, and changes in the primary adsorption capacity conformed to the characteristics of a type I curve. However, with increasing relative pressure, secondary adsorption sites began to be occupied. The adsorption capacity curves of the two types of adsorption sites intersected. In addition, temperature changes altered the pore structures, and the pore structure had a controlling effect on the adsorption capacity of shale. Temperature was also found to be one of the important factors affecting shale adsorption. Then, we introduced a shale water vapor multi-layer adsorption model that considers both pore structure and temperature. With increasing relative pressure, the water vapor adsorption capacity of shale still maintained the characteristics of a type II curve. However, temperature had an inhibitory effect on the adsorption characteristics in shale. Based on analysis of the changes in shale adsorption at different temperatures, the sorption-induced deformation mechanism caused by water vapor adsorption in shale was further analyzed.

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References

  • Bangham, D. H. (1937). The Gibbs adsorption equation and adsorption on solid. Transactions of the Faraday Society, 3, 805.

    Article  Google Scholar 

  • Boyer, C., Kieschnick, J., Suarez-Rivera, R., et al. (2006). Producing gas from its source. Oilfield Review., 18(3), 36–49.

    Google Scholar 

  • Brunauer, S., Emmett, P. H., & Teller, E. (1938). Adsorption of gases in multimolecular layers. Journal of the American Chemical Society, 60(2), 309–319.

    Article  Google Scholar 

  • Chen, X., Yao, G., Herrerobervera, E., Cai, J., Zhou, K., Luo, C., & Lu, J. (2018). A new model of pore structure typing based on fractal geometry. Marine and Petroleum Geology, 18, 291–305.

    Article  Google Scholar 

  • Cai, J., & Hu, X. (2019). Petrophysical Characterization and Fluids Transport in Unconventional Reservoirs. Elsevier.

  • Chen, D., Pan, Z., Liu, J., & Connell, L. D. (2012). Modeling and simulation of moisture effect on gas storage and transport in coal seams. Energy & Fuels, 26(3), 1695–1706.

    Article  Google Scholar 

  • Chen, L., Jiang, Z., Liu, K., Tan, J., Gao, F., & Wang, P. (2017). Pore structure characterization for organic-rich Lower Silurian shale in the Upper Yangtze Platform, South China: A possible mechanism for pore development. Journal of Natural Gas Science and Engineering, 46, 1–15.

    Article  Google Scholar 

  • Chalmers, G. R., & Bustin, R. M. (2007). The organic matter distribution and methane capacity of the Lower Cretaceous strata of Northeastern British Columbia Canada. International Journal of Coal Geology, 70(1), 223–239.

    Article  Google Scholar 

  • Cochran, T. W., Danner, R. P., & Kabel, R. L. (1985). Vacancy solution theory of adsorption using flory-huggins activity coefficient equations. AIChE Journal, 31(2), 268–277.

    Article  Google Scholar 

  • Dent, R. (1977). A multilayer theory for gas sorption: Part I: Sorption of a single gas. Textile Research Journal, 47, 145–152.

    Article  Google Scholar 

  • Do, D. D. (1998). Adsorption analysis: Equilibria and kinetics (Vol. 2). Imperial College Press.

  • Dubinin, M. M., & Astakhov, V. A. (1971). Development of the concepts of volume filling of micropores in the adsorption of gases and vapors by microporous adsorbents. Russian Chemical Bulletin, 20(1), 3–7.

    Article  Google Scholar 

  • Estrada, J. M., & Bhamidimarri, R. (2016). A review of the issues and treatment options for waste water from shale gas extraction by hydraulic fracturing. Fuel, 182, 292–303.

    Article  Google Scholar 

  • Feng, G., Zhu, Y., Chen, S., Wang, Y., Ju, W., Hu, Y., & Wang, G. (2020). Supercritical methane adsorption on shale over wide pressure and temperature ranges: Implications for gas-in-place estimation. Energy & Fuels, 34(3), 3121–3134.

    Article  Google Scholar 

  • Fianu, J. S., Gholinezhad, J., & Hassan, M. (2018). Comparison of temperature-dependent gas adsorption models and their application to shale gas reservoirs. Energy & Fuels, 32(4), 4763–4771.

    Article  Google Scholar 

  • Freundlich, H. (1932). Of the adsorption of gases. Section II. Kinetics and energetics of gas adsorption. Introductory paper to section II, Trans Fara Soc., 28, 195–201.

    Article  Google Scholar 

  • Frenkel, Y. I. (1955). Kinetic theory of liquids. Oxford University Press.

  • Gasparik, M., Ghanizadeh, A., Bertier, P., Gensterblum, Y., Bouw, S., & Krooss, B. M. (2012). High-pressure methane sorption isotherms of black shales from the netherlands. Energy & Fuels, 26(8), 4995–5004.

    Article  Google Scholar 

  • Ghanbari, E., & Dehghanpour, H. (2016). The fate of fracturing water: a field and simulation study. Fuel, 163, 282–294.

    Article  Google Scholar 

  • Guggenheim, E. A. (1966). Application of Statistical Mechanics. Clarendon Press.

  • Halsey, G. (1948). Physical adsorption on non- uniform surfaces. The Journal of Chemical Physics., 16, 931–937.

    Article  Google Scholar 

  • Hill, T. L. (1949). Advances in catalysis. The Journal of Chemical Physics, 17, 580–668.

    Google Scholar 

  • Hol, S., & Spiers, C. J. (2012). Competition between adsorption-induced swelling and elastic compression of coal at CO2 pressures up to 100 MPa. Journal of the Mechanics and Physics of Solids, 60(11), 1862–1882.

    Article  Google Scholar 

  • Hu, S., Sun, X. J., Xiang, M., Li, P., & Zhang, L. (2004). Correlation characteristics and simulations of the fractal structure of coal char. Communications in Nonlinear Science and Numerical Simulation, 9(3), 291–303.

    Article  Google Scholar 

  • Hu, X., Wu, K., Song, X., Yu, W., Tang, J., Li, G., & Shen, Z. (2018). A new model for simulating particle transport in a low-viscosity fluid for fluid-driven fracturing. AIChE Journal, 64, 3542–3552.

    Article  Google Scholar 

  • Ji, W., Song, Y., Jiang, Z., Chen, L., Li, Z., Yang, X., & Meng, M. (2015). Estimation of marine shale methane adsorption capacity based on experimental investigations of Lower Silurian Longmaxi formation in the Upper Yangtze Platform, south China. Marine and Petroleum Geology, 68, 94–106.

    Article  Google Scholar 

  • Jiang, F., Chen, D., Chen, J., Li, Q., Liu, Y., Shao, X., & Dai, J. (2016). Fractal analysis of shale pore structure of continental gas shale reservoir in the Ordos Basin NW China. Energy & Fuels, 30(6), 4676–4689.

    Article  Google Scholar 

  • Keshavarz, A., Badalyan, A., Johnson, R., & Bedrikovetsky, P. (2016). Productivity enhancement by stimulation of natural fractures around a hydraulic fracture using micro-sized proppant placement. Journal of Natural Gas Science and Engineering, 33, 1010–1024.

    Article  Google Scholar 

  • Ke, H. U., & Mischo, H. (2020). High-pressure methane adsorption and desorption in shales from the Sichuan Basin, southwestern China. Energy & Fuels, 34(3), 2945–2957.

    Article  Google Scholar 

  • Kumar S., Prasad M., & Pini R. (2015). Selective adsorptives to study pore structure and wetting behavior of self-resourcing shales. In: SPWLA 56th annual logging symposium. Society of Petrophysicists and Well-log Analysts; August.

  • Li, J., Chen, Z., Wu, K., Wang, K., Luo, J., Feng, D., & Li, X. (2018). A multi-site model to determine supercritical methane adsorption in energetically heterogeneous shales. Chemical Engineering Journal, 349, 438–455.

    Article  Google Scholar 

  • Liu, X., & Nie, B. (2016). Fractal characteristics of coal samples utilizing image analysis and gas adsorption. Fuel, 182, 314–322.

    Article  Google Scholar 

  • Li, J., Li, X., Wang, X., Li, Y., Wu, K., Shi, J., & Yu, P. (2016a). Water distribution characteristic and effect on methane adsorption capacity in shale clay. International Journal of Coal Geology, 159, 135–154.

    Article  Google Scholar 

  • Li, J., Li, X., Wu, K., Wang, X., Shi, J., Yang, L., & Feng, D. (2016b). water sorption and distribution characteristics in clay and shale: effect of surface force. Energy & Fuels, 30(11), 8863–8874.

    Article  Google Scholar 

  • Li, J., Li, X., Wu, K., Feng, D., Zhang, T., & Zhang, Y. (2017). Thickness and stability of water film confined inside nanoslits and nanocapillaries of shale and clay. International Journal of Coal Geology, 179, 253–268.

    Article  Google Scholar 

  • Langmuir, I. (1918). The adsorption of gases on plane surfaces of glass, mica and platinum. Journal of the American Chemical Society, 40(9), 1361–1403.

    Article  Google Scholar 

  • Liang, L., Xiong, J., Liu, X., & Luo, D. (2016). An investigation into the thermodynamic characteristics of methane adsorption on different clay minerals. Journal of Natural Gas Science and Engineering., 33(33), 1046–1055.

    Article  Google Scholar 

  • Liu, S., & Harpalani, S. (2013). A new theoretical approach to model sorption-induced coal shrinkage or swelling. AAPG Bulletin, 97(7), 1033–1049.

    Article  Google Scholar 

  • Liu, K., Ostadhassan, M., Gentzis, T., & Fowler, H. (2019). Image analysis of the pore structures: An intensive study for Middle Bakken. Journal of Natural Gas Science and Engineering, 61, 32–45.

    Article  Google Scholar 

  • Makhanov, K., Habibi, A., Dehghanpour, H., & Kuru, E. (2014). Liquid uptake of gas shales: A workflow to estimate water loss during shut-in periods after fracturing operations. Journal of Unconventional Oil Gas and Resources, 7, 22–32.

    Article  Google Scholar 

  • Malek, A., & Farooq, S. (1996). Comparison of isotherm models for hydrocarbon adsorption on activated carbon. AIChE Journal, 42(11), 3191–3201.

    Article  Google Scholar 

  • Nakagawa, T., Komaki, I., Sakawa, M., & Nishikawa, K. (2000). Small angle X-ray scattering study on change of fractal property of Witbank coal with heat treatment. Fuel, 79(11), 1341–1346.

    Article  Google Scholar 

  • Ren, W., Guo, J., Zeng, F., & Wang, T. (2019). Modeling of high-pressure methane adsorption on wet shales. Energy & Fuels, 33(8), 7043–7051.

    Article  Google Scholar 

  • Sang, G., Liu, S., & Elsworth, D. (2019). Water vapor sorption properties of illinois shales under dynamic water vapor conditions: experimentation and modeling. Water Resources Research, 55(8), 7212–7228.

    Article  Google Scholar 

  • Shen, W., Li, X., Lu, X., Guo, W., Zhou, S., & Wan, Y. (2018). Experimental study and isotherm models of water vapor adsorption in shale rocks. Journal of Natural Gas Science and Engineering., 52, 484–491.

    Article  Google Scholar 

  • Song, X., Lu, X., Shen, Y., Guo, S., & Guan, Y. (2018). A modified supercritical Dubinin-Radushkevich model for the accurate estimation of high pressure methane adsorption on shales. International Journal of Coal Geology, 193, 1–15.

    Article  Google Scholar 

  • Sun, Z., Li, X., Shi, J., Zhang, T., & Sun, F. (2017). Apparent permeability model for real gas transport through shale gas reservoirs considering water distribution characteristic. International Journal of Heat and Mass Transfer, 115, 1008–1019.

    Article  Google Scholar 

  • Tan, Y., Pan, Z., Feng, X., Zhang, D., Connell, L. D., & Li, S. (2019). Laboratory characterisation of fracture compressibility for coal and shale gas reservoir rocks: A review. International Journal of Coal Geology, 204, 1–17.

    Article  Google Scholar 

  • Tan, Y., Pan, Z., Liu, J., Wu, Y., Haque, A., & Connell, L. D. (2017). Experimental study of permeability and its anisotropy for shale fracture supported with proppant. Journal of Natural Gas Science and Engineering, 44, 250–264.

    Article  Google Scholar 

  • Tang, X., Ripepi, N., Valentine, K. A., Keles, C., Long, T. E., & Gonciaruk, A. (2017). Water vapor sorption on Marcellus shale: measurement, modeling and thermodynamic analysis. Fuel, 209, 606–614.

    Article  Google Scholar 

  • Teng, T., Wang, J., Gao, F., Ju, Y., & Jiang, C. (2016). A thermally sensitive permeability model for coal-gas interactions including thermal fracturing and volatilization. Journal of Natural Gas Science and Engineering, 32, 319–333.

    Article  Google Scholar 

  • Tien, C. (1994). Adsorption Calculations and Modeling. Butterworth-Heinemann.

  • Tokunaga, T. K., Shen, W., Wan, J., Kim, Y., Cihan, A., Zhang, Y., & Finsterle, S. (2017). Water saturation relations and their diffusion-limited equilibration in gas shale: Implications for gas flow in unconventional reservoirs. Water Resources Research, 53(11), 9757–9770.

    Article  Google Scholar 

  • Wang, Q., & Li, R. (2017). Research status of shale gas: A review. Renew & Sustain Energy Reviews, 74, 715–720.

    Article  Google Scholar 

  • Wang, J., Hu, B., Liu, H., Han, Y., & Liu, J. (2018a). Effects of ‘soft-hard’ compaction and multiscale flow on the shale gas production from a multistage hydraulic fractured horizontal well. Journal of Petroleum Science and Engineering, 170, 873–887.

    Article  Google Scholar 

  • Wang, T., Tian, S., Li, G., Sheng, M., Ren, W., Liu, Q., & Zhang, P. (2019). Experimental study of water vapor adsorption behaviors on shale. Fuel, 248, 168–177.

    Article  Google Scholar 

  • Wang, Y., Zhu, Y., Liu, S., & Zhang, R. (2016). Methane adsorption measurements and modeling for organic-rich marine shale samples. Fuel, 172, 301–309.

    Article  Google Scholar 

  • Wang, X., Hou, J., Song, S., Wang, D., Gong, L., Ma, K., & Yan, L. (2018b). Combining pressure-controlled porosimetry and rate-controlled porosimetry to investigate the fractal characteristics of full-range pores in tight oil reservoirs. Journal of Petroleum Science and Engineering, 18, 353–361.

    Article  Google Scholar 

  • Wang, Z., & Tang, X. (2018). New insights from supercritical methane adsorption in coal: Gas resource estimation, thermodynamics, and engineering application. Energy & Fuels, 32(4), 5001–5009.

    Article  Google Scholar 

  • Yang, R., Aoqi, J., He, S., Hu, Q., Sun, M., Dong, T., et al. (2020a). Experimental investigation of water vapor adsorption isotherm on gas-producing Longmaxi shale: Mathematical modelling and implication for water distribution in shale reservoirs. Chem: Eng. J. https://doi.org/10.1016/j.cej.2020.125982.

  • Yao, Y., Liu, D., Tang, D., Tang, S., & Huang, W. (2008). Fractal characterization of adsorption-pores of coals from North China: an investigation on CH4 adsorption capacity of coals. International Journal of Coal Geology., 73(1), 27–42.

    Article  Google Scholar 

  • Yang, R., Jia, A., Hu, Q., Guo, X., & Sun, M. (2020b). Particle size effect on water vapor sorption measurement of organic shale: One example from Dongyuemiao Member of Lower Jurassic Ziliujing Formation in Jiannan Area of China. Advances in Geo-Energy Research, 4(2), 207–218.

    Article  Google Scholar 

  • Ye, Z., Chen, D., Pan, Z., Zhang, G., Xia, Y., & Ding, X. (2016). An improved Langmuir model for evaluating methane adsorption capacity in shale under various pressures and temperatures. Journal of Natural Gas Science and Engineering, 31, 658–680.

    Article  Google Scholar 

  • Zhang, L., Li, J., Tang, H., & Guo, J. (2014). Fractal pore structure model and multilayer fractal adsorption in shale. Fractals, 22(03), 1440010.

    Article  Google Scholar 

  • Zhang, T., Li, X., Wang, X., Li, J., Sun, Z., Feng, D., et al. (2018). A discrete model for apparent gas permeability in nanoporous shale coupling initial water distribution. Journal of Natural Gas Science and Engineering, 59, 80–96.

    Article  Google Scholar 

  • Zolfaghari, A., Dehghanpour, H., & Holyk, J. (2017). Water sorption behaviour of gas shales: I. Role of clays. International Journal of Coal Geology, 179, 130–138.

    Article  Google Scholar 

  • Zhou, Y., Li, Z., Yang, Y., Zhang, L., Qi, Q., Si, L., & Li, J. (2016). Improved porosity and permeability models with coal matrix block deformation effect. Rock Mechanics and Rock Engineering, 49(9), 3687–3697.

    Article  Google Scholar 

  • Zhou, J., Liu, M., Xian, X., Jiang, Y., Liu, Q., & Wang, X. (2019a). Measurements and modelling of CH4 and CO2 adsorption behaviors on shales: Implication for CO2 enhanced shale gas recovery. Fuel, 251, 293–306.

    Article  Google Scholar 

  • Zhou, S., Zhang, D., Wang, H., & Li, X. (2019b). A modified BET equation to investigate supercritical methane adsorption mechanisms in shale. Marine and Petroleum Geology., 105, 284–292.

    Article  Google Scholar 

  • Zou, J., Rezaee, R., Xie, Q., & You, L. (2019). Characterization of the combined effect of high temperature and moisture on methane adsorption in shale gas reservoirs. Journal of Petroleum Science and Engineering, 182, 106353.

    Article  Google Scholar 

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Acknowledgement

This study was financially supported by the National Natural Science Foundation of China (Grant Nos. 52064007, 51804085, and 51911530203).

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Li, J., Li, B. & Gao, Z. Water Vapor Adsorption Behavior in Shale Under Different Temperatures and Pore Structures. Nat Resour Res 30, 2789–2805 (2021). https://doi.org/10.1007/s11053-021-09846-0

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