Journal Home > Volume 5 , Issue 1

The exploration and exploitation of hydrocarbon resources within coal and shale reservoirs is an engineering challenge. Well-developed internal micro-pore structures, complex sorption mechanism as well as numerous influencing factors affecting the gas flow are generally not well-accounted in the commercial life-cycle of shale gas and coalbed methane wells. Although large number of studies have been conducted to propose improved sorption models and study the influencing factors on adsorption and desorption characteristics of methane and CO2 in coal and shale reservoirs, a systematic review of such studies for efficient understanding of the accumulated literature is missing, especially with a focus towards coal and shale reservoirs. In that context, this study presents a review of sorption characteristics of methane in coal and shale. Firstly, theoretical mechanisms for methane sorption are introduced, followed by description of sorption models. Further, three factors influencing the sorption of gas in coal and shale are described: total organic carbon and clays, pore structures, and reservoir conditions. Finally, the preferential sorption characteristics of hydrocarbons and carbon dioxide are described, and the methods to promote methane desorption for enhanced recovery are discussed, which include technologies such as gas injection, microwave heating, and hydraulic fracturing.


menu
Abstract
Full text
Outline
About this article

Sorption characteristics in coal and shale: A review for enhanced methane recovery

Show Author's information Xiangjie Qin1Harpreet Singh2Jianchao Cai1 ( )
State Key Laboratory of Petroleum Resources and Prospecting, China University of Petroleum, Beijing 102249, P. R. China
Independent Researcher, Houston, TX 77042, USA

Abstract

The exploration and exploitation of hydrocarbon resources within coal and shale reservoirs is an engineering challenge. Well-developed internal micro-pore structures, complex sorption mechanism as well as numerous influencing factors affecting the gas flow are generally not well-accounted in the commercial life-cycle of shale gas and coalbed methane wells. Although large number of studies have been conducted to propose improved sorption models and study the influencing factors on adsorption and desorption characteristics of methane and CO2 in coal and shale reservoirs, a systematic review of such studies for efficient understanding of the accumulated literature is missing, especially with a focus towards coal and shale reservoirs. In that context, this study presents a review of sorption characteristics of methane in coal and shale. Firstly, theoretical mechanisms for methane sorption are introduced, followed by description of sorption models. Further, three factors influencing the sorption of gas in coal and shale are described: total organic carbon and clays, pore structures, and reservoir conditions. Finally, the preferential sorption characteristics of hydrocarbons and carbon dioxide are described, and the methods to promote methane desorption for enhanced recovery are discussed, which include technologies such as gas injection, microwave heating, and hydraulic fracturing.

Keywords: shale gas, enhanced recovery, Coalbed methane, sorption

References(79)

Abunowara, M., Sufian, S., Bustam, M. A., et al. Experimental measurements of carbon dioxide, methane and nitrogen high-pressure adsorption properties onto Malaysian coals under various conditions. Energy, 2020, 210: 118575.
Ayawei, N., Ebelegi, A. N., Wankasi, D. Modelling and interpretation of adsorption isotherms. Journal of Chemistry, 2017, 2017: 3039817.
Bai, G., Jiang, Y., Li, X., et al. Quantitative experimental investigation of CO2 enhancement of the desorption rate of adsorbed CH4 in coal. Energy Reports, 2020, 6: 2336-2344.
Blanco, A. A. G., Vallone, A. F., Korili, S. A., et al. A comparative study of several microporous materials to store methane by adsorption. Microporous and Mesoporous Materials, 2016, 224: 323-331.
Brown, S., Gadikota, G., Dowell, N. Mac. Modelling the adsorption-desorption behavior of CO2 in shales for permanent storage of CO2 and enhanced hydrocarbon extraction. Energy Procedia, 2017, 114: 6942-6949.
Bruanuer, S., Emmett, P., Teller, E. Adsorption of gases in multimolecular layers. Journal of the American Chemical Society, 1938, 60: 309-316.
Cai, J., Jin, T., Kou, J., et al. Lucas-Washburn equation-based modeling of capillary-driven flow in porous systems. Langmuir, 2021, 37: 1623-1636.
Cai, J., Lin, D., Singh, H., et al. Shale gas transport model in 3D fractal porous media with variable pore sizes. Marine and Petroleum Geology, 2018, 98: 437-447.
Cai, Y., Pan, Z., Liu, D., et al. Effects of pressure and temperature on gas diffusion and flow for primary and enhanced coalbed methane recovery. Energy Exploration & Exploitation, 2014, 32(4): 601-619.
Chen, L., Jiang, Z., Liu, K., et al. Quantitative characterization of micropore structure for organic-rich lower silurian shale in the upper yangtze platform, South China: Implications for shale gas adsorption capacity. Advances in Geo-Energy Research, 2017, 1(2): 112-123.
Chen, Y., Zhang, Y., Tang, J., et al. Experimental study of the influence of bedding effect on methane adsorption-desorption and seepage. Journal of Mining & Safety Engineering, 2018, 35: 859-868.
Day, S., Duffy, G., Sakurovs, R., et al. Effect of coal properties on CO2 sorption capacity under supercritical conditions. International Journal of Greenhouse Gas Control, 2008, 2(3): 342-352.
Dubinin, M. M. The potential theory of adsorption of gases and vapors for adsorbents with energetically nonuniform surfaces. Chemical Reviews, 1960, 60: 235-241.
Du, Y., Chen, X., Li, L., et al. Characteristics of methane desorption and diffusion in coal within a negative pressure environment. Fuel, 2018, 217: 111-121.
Ekundayo, J. M., Rezaee, R., Fan, C. Experimental investigation and mathematical modelling of shale gas adsorption and desorption hysteresis. Journal of Natural Gas Science and Engineering, 2021, 88: 103761.
Fan, K., Li, Y., Elsworth, D., et al. Three stages of methane adsorption capacity affected by moisture content. Fuel, 2018, 231: 352-360.
Farzad, S., Taghikhani, V., Ghotbi, C., et al. Experimental and theoretical study of the effect of moisture on methane adsorption and desorption by activated carbon at 273.5 K. Journal of Natural Gas Chemistry, 2007, 16: 22-30.
Foroozesh, J., Abdalla, A. I. M., Zhang, Z. Pore network modeling of shale gas reservoirs: Gas desorption and slip flow effects. Transport in Porous Media, 2019, 126: 633-653.
Freundlich, H. Kapillarchemie: Eine Darstellung der Chemie der Kolloide und verwandter Gebiete. Leipzig, German, Akademische Verlagsgesellschaf, 1909.
Gao, Z., Ma, D., Chen, Y., et al. Effect of water content on adsorption/desorption of methane of different macroscopic lithotypes. Coal Science and Technology, 2020, 48: 97-105. (in Chinese)
Gonciaruk, A., Hall, M., Fay, M., et al. Kerogen nanoscale structure and CO2 adsorption in shale micropores. Scientific Reports, 2021, 11: 3920.
Grekov, D., Suzuki, T., Kalinichev, A., et al. Thermodynamic data of adsorption reveal the entry of CH4 and CO2 in a smectite clay interlayer. Physical Chemistry Chemical Physics, 2020, 22: 16727.
Guo, W., Xiong, W., Gao, S., et al. Impact of temperature on the isothermal adsorption/desorption of shale gas. Petroleum Exploration and Development, 2013, 40: 514-519.
Heller, R., Zoback, M. Adsorption of methane and carbon dioxide on gas shale and pure mineral samples. Journal of Unconventional Oil and Gas Resources, 2014, 8: 14-24.
Huang, B., Cheng, Q., Chen, S. Phenomenon of methane driven caused by hydraulic fracturing in methane-bearing coal seams. International Journal of Mining Science and Technology, 2016, 26: 919-927.
Huang, L., Ning, Z., Wang Q., et al. Effect of organic type and moisture on CO2/CH4 competitive adsorption in kerogen with implications for CO2 sequestration and enhanced CH4 recovery. Applied Energy, 2018, 210: 28-43.
Huang, L., Ning, Z., Wang Q., et al. Kerogen deformation upon CO2/CH4 competitive sorption: Implications for CO2 sequestration and enhanced CH4 recovery. Journal of Petroleum Science and Engineering, 2019, 183: 106460.
Jin, Z., Firoozabadi, A. Methane and carbon dioxide adsorption in clay-like slit pores by Monte Carlo simulations. Fluid Phase Equilibria, 2013, 360: 456-465.
Jin, Z., Firoozabadi, A. Effect of water on methane and carbon dioxide sorption in clay minerals by Monte Carlo simulations. Fluid Phase Equilibria, 2014, 382: 10-20.
Kang, J., Wan, R., Zhou, F., et al. Effects of supercritical CO2 extraction on adsorption characteristics of methane on different types of coals. Chemical Engineering Journal, 2019, 338: 123449.
Karimpouli, S., Tahmasebi, P., Ramandi, H. L. A review of experimental and numerical modeling of digital coalbed methane: Imaging, segmentation, fracture modeling and permeability prediction. International Journal of Coal Geology, 2020, 228: 103552.
Kim, J., Kim, D., Lee, W., et al. Impact of total organic carbon and specific surface area on the adsorption capacity in Horn River shale. Journal of Petroleum Science and Engineering, 2017, 149: 331-339.
Klewiah, I., Berawala, D., Walker, H., et al. Review of experimental sorption studies of CO2 and CH4 in shales. Journal of Natural Gas Science and Engineering, 2020, 73: 103045.
Langmuir, I. The adsorption of gases on plane surfaces of glass, mica and platinum. Journal of American Chemical Society, 1918, 40: 1361-1368.
Li, A., Han, W., Fang, Q., et al. Experimental investigation of methane adsorption and desorption in water-bearing shale. Capillarity, 2020, 3(3): 45-55.
Li, A., Han, W., Sun, H., et al. An adsorption model with multiple factors for shale gas-Taking the Wufeng Formation-Longmaxi Formation shale in southeast Sichuan as an example. Journal of China Coal Society, 2021, 46(3): 1003-1013. (in Chinese)
Li, J., Li, X., Wang, X., et al. Water distribution characteristic and effect on methane adsorption capacity in shale clay. International Journal of Coal Geology, 2016, 159: 135-154.
Li, T., Tian, H., Xiao, X., et al. Geochemical characterization and methane adsorption capacity of overmature organic-rich Lower Cambrian shales in northeast Guizhou region, southwest China. Marine and Petroleum Geology, 2017, 86: 858-873.
Li, W., Pang, X., Snape, C., et al. Molecular simulation study on methane adsorption capacity and mechanism in clay minerals: Effect of clay type, pressure, and water saturation in shales. Energy & Fuels, 2019a, 33: 765-778.
Li, X., Li, Z., Ren, T., et al. Effects of particle size and adsorption pressure on methane gas desorption and diffusion in coal. Arabian Journal of Geosciences, 2019b, 12: 794.
Li, X., Pu, Y., Sun, C., et al. Recognition of absorption/desorption theory in coalbed methane reservoir and shale gas reservoir. Acta Petrologica Sinica, 2014, 35(6): 1113-1129.(in Chinese)
Liu, Y., Zhu, Y., Liu, S., et al. A hierarchical methane adsorption characterization through a multiscale approach by considering the macromolecular structure and pore size distribution. Marine and Petroleum Geology, 2018, 96: 304-314.
Meng, M., Qiu, Z., Zhong, R., et al. Adsorption characteristics of supercritical CO2/CH4 on different types of coal and a machine learning approach. Chemical Engineering Journal, 2019, 368: 847-864.
Meng, M., Zhong, R., Wei, Z. Prediction of methane adsorption in shale: Classical models and machine learning based models. Fuel, 2020, 278: 118358.
Rani, S., Padmanabhan, E., Prusty, B. K. Review of gas adsorption in shales for enhanced methane recovery and CO2 storage. Journal of Petroleum Science and Engineering, 2019, 175: 634-643.
Sakurovs, R., Day, S., Weir, S., et al. Application of a modified dubinin-rdushkevich equation to adsorption of gases by coals under supercritical conditions. Energy & Fuels, 2007, 21(2): 992-997.
Saleman, T., Li, G., Rufford, T., et al. Capture of low grade methane from nitrogen gas using dual-reflux pressure swing adsorption. Chemical Engineering Journal, 2015, 281: 739-748.
Shen, W., Li, X., Cihan, A., et al. Experimental and numerical simulation of water adsorption and diffusion in shale gas reservoir rocks. Advances in Geo-Energy Research, 2019, 3(2): 165-174.
Shi, W., Wang, X., Zhang, C., et al. Experimental study on gas content of adsorption and desorption in Fuling shale gas field. Journal of Petroleum Science and Engineering, 2019, 180: 1069-1076.
Singh, H. A critical review of water uptake by shales. Journal of Natural Gas Science and Engineering, 2016, 34: 751-766.
Singh, H., Cai, J. A mechanistic model for multi-scale sorption dynamics in shale. Fuel, 2018, 234: 996-1214.
Song, L., Jiang, B., Li, M., et al. Super critical CH4 adsorption characteristics and applicability of adsorption models for low, middle-rank tectonically deformed coals. Journal of China Coal Society, 2017, 42(8): 2063-2073. (in Chinese)
Tang, X. Surface thermodynamics of hydrocarbon vapors and carbon dioxide adsorption on shales. Fuel, 2019, 238: 402-411.
Tang, X., Ripepi, N., Stadie, N., et al. A dual-site Langmuir equation for accurate estimation of high pressure deep shale gas resources. Fuel, 2016, 185: 10-17.
Thararoop, P., Karpyn, Z. T., Ertekin, T. Development of a multi-mechanistic, dual-porosity, dual-permeability, numerical flow model for coalbed methane reservoirs. Journal of Natural Gas Science and Engineering, 2012, 8: 121-131.
Toth, H. State equation of the solid-gas interface layers. Acta Chimica Academiae Scientiarum Hungaricae, 1971, 69: 311-317.
Turiel, C., Perez-Conde, A., Martin-Esteban, A. Assessment of the cross-reactivity and binding sites characterisation of a propazine-imprinted polymer using the Langmuir-Freundlich isotherm. The Analyst, 2003, 128(2): 137-141.
Wang, F., Yao, Y., Wen, Z., et al. Effect of water occurrences on methane adsorption capacity of coal: A comparison between bituminous coal and anthracite coal. Fuel, 2020, 266: 117102.
Wang, L., Yu, Q. The effect of moisture on the methane adsorption capacity of shales: A study case in the eastern Qaidam Basin in China. Journal of Hydrology, 2016, 542: 487-505.
Wang, Z., Ma, X., Wei, J., et al. Microwave irradiation’s effect on promoting coalbed methane desorption and analysis of desorption kinetics. Fuel, 2018a, 222: 56-63.
Wang, Z., Su, W., Tang, X., et al. Influence of water invasion on methane adsorption behavior in coal. International Journal of Coal Geology, 2018b, 197: 74-83.
Wu, T., Zhao, H., Tesson, S., et al. Absolute adsorption of light hydrocarbons and carbon dioxide in shale rock and isolated kerogen. Fuel, 2019, 235: 855-867.
Xiong, W., Zuo, L., Luo, L., et al. Methane adsorption on shale under high temperature and high pressure of reservoir condition: Experiments and supercritical adsorption modeling. Adsorption Science & Technology, 2016, 34: 193-211.
Xu, Q., Yang, S., Tang, Z., et al. Optimum oxidation temperature of coal bed for methane desorption in the process of CBM extraction. Fuel, 2020, 262: 116625.
Yao, Y., Liu, J., Liu, D., et al. A new application of NMR in characterization of multiphase methane and adsorption capacity of shale. International Journal of Coal Geology, 2019, 201: 76-85.
Ye, Z., Chen, D., Pan, Z., et al. An improved Langmuir model for evaluating methane adsorption capacity in shale under various pressures and temperatures. Journal of Natural Gas Science and Engineering, 2016, 31: 658-680.
You, Q., Wang, C., Ding, Q., et al. Impact of surfactant in fracturing fluid on the adsorption-desorption processes of coalbed methane. Journal of Natural Gas Science and Engineering, 2015, 26: 35-41.
Yuan, J., Jiang, R., Zhang, W. The workflow to analyze hydraulic fracture effect on hydraulic fractured horizontal well production in composite formation system. Advances in Geo-Energy Research, 2018, 2(3): 319-342.
Zeng, Q., Wang, Z., McPherson, B. J., et al. Modeling competitive adsorption between methane and water on coals. Energy & Fuels, 2017, 31: 10775-10786.
Zhang, B., Fu, X., Deng, Z., et al. A comparative study on the deformation of unconfined coal during the processes of methane desorption with successively decreasing outlet pressure and with constant outlet pressure. Journal of Petroleum Science and Engineering, 2020a, 195: 107531.
Zhang, B., Fu, X., Li, G., et al. An experimental study on the effect of nitrogen injection on the deformation of coal during methane desorption. Journal of Natural Gas Science and Engineering, 2020b, 83: 103529.
Zhang, J., Liu, J., Clennell, M., et al. Molecular simulation of CO2-CH4 competitive adsorption and induced coal swelling. Fuel, 2015, 160: 309-317.
Zhao, H., Lai, Z., Firoozabadi, A. Sorption hysteresis of light hydrocarbons and carbon dioxide in shale and kerogen. Scientific Reports, 2017, 7: 16209.
Zhao, H., Wu, T., Firoozabadi, A. High pressure sorption of various hydrocarbons and carbon dioxide in Kimmeridge Blackstone and isolated kerogen. Fuel, 2018, 224: 412-423.
Zheng, Y., Li, Q., Yuan, C., et al. Influence of temperature on adsorption selectivity: Coal-based activated carbon for CH4 enrichment from coal mine methane. Powder Technology, 2019, 347: 42-49.
Zhou, D., Feng, Z., Zhao, D., et al. Experimental study of meso-structural deformation of coal during methane adsorption-desorption cycles. Journal of Natural Gas Science and Engineering, 2017, 42: 243-251.
Zhou, D., Liu, Z., Feng, Z., et al. Accessibility of methane at micro-pore passage and its effect on the methane desorption in coal. Journal of China Coal Society, 2019, 44: 2797-2802. (in Chinese)
Zhou, Y., Zhang, R., Wang, J., et al. Desorption hysteresis of CO2 and CH4 in different coals with cyclic desorption experiments. Journal of CO2 Utilization, 2020, 40: 101200.
Zhu, C., Ren, J., Wan, J., et al. Methane adsorption on coals with different coal rank under elevated temperature and pressure. Fuel, 2019, 254: 115686.
Publication history
Copyright
Acknowledgements
Rights and permissions

Publication history

Received: 20 September 2021
Revised: 07 October 2021
Accepted: 08 October 2021
Published: 11 October 2021
Issue date: February 2022

Copyright

© The Author(s) 2021.

Acknowledgements

Our research was supported by the National Natural Science Foundation of China (No. 42172159) and the Fundamental Research Funds for the Central Universities (No. 2462019YJRC011).

Rights and permissions

Open Access This article is distributed under the terms and conditions of the Creative Commons Attribution (CC BY-NC-ND) license, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Return