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Water Adsorption Characteristics of Coal with Different Particle Sizes: Experimental and Modeling Analyses

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Abstract

There is a large amount of water in coal pores in the form of adsorption, which is referred to as adsorbed water. The adsorbed water can negatively affect gas adsorption and migration, thus affecting coalbed methane production and the geological storage of carbon dioxide in coal. Much research has been done to investigate the properties of adsorbed water using powder samples. However, it is still unclear how particle size influences water adsorption in coal. In this study, water adsorption experiments were carried out to examine the water adsorption characteristics of coal with different particle sizes. The modified Dent model and a kinetics model were utilized to interpret water adsorption in coal with varying maturity levels. It was found that smaller particle size leads to higher micropore volume and micropore surface area of samples, which could be the reason that smaller particles have higher water adsorption rates and water adsorption amounts. Besides, it was also found that the change in particle size has a weaker impact on the overall water adsorption amount of high-rank coal compared to that of low-rank coal. Therefore, water adsorption properties measured by particles may not be applicable to real coal blocks, especially for low-maturity coals. However, it was found that the change in particle size eventually leads to the same difference in the flow rate of different samples. This study deepens the understanding of water adsorption mechanism in coal with typical particle sizes.

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References

  • Ai, T., Wu, S., Zhang, R., Gao, M., Zhou, J., Xie, J., et al. (2021). Changes in the structure and mechanical properties of a typical coal induced by water immersion. International Journal of Rock Mechanics and Mining Sciences, 138, 104597.

    Article  Google Scholar 

  • Chang, Y., Yao, Y., Liu, D., Liu, Y., Cui, C., & Wu, H. (2022). Behavior and mechanism of water imbibition and its influence on gas permeability during hydro-fracturing of a coalbed methane reservoir. Journal of Petroleum Science and Engineering, 208, 109745.

    Article  Google Scholar 

  • Charrière, D., & Behra, P. (2010). Water sorption on coals. Journal of Colloid and Interface Science, 344(2), 460–467.

    Article  Google Scholar 

  • Chen, L., He, X., Liu, H., Qian, L., & Kim, S. H. (2018). Water adsorption on hydrophilic and hydrophobic surfaces of silicon. Journal of Physical Chemistry C, 122(21), 11385–11391.

    Article  Google Scholar 

  • Chen, M., Chen, X., Wang, L., Tian, F., Yang, Y., Zhang, X., & Yang, Y. (2022). Water adsorption characteristic and its impact on pore structure and methane adsorption of various rank coals. Environmental Science and Pollution Research, 29, 29870–29886.

    Article  Google Scholar 

  • Chen, Y., Wei, L., Mastalerz, M., & Schimmelmann, A. (2015). The effect of analytical particle size on gas adsorption porosimetry of shale. International Journal of Coal Geology, 138, 103–112.

    Article  Google Scholar 

  • Dang, W., Jiang, S., Zhang, J., Li, P., Nie, H., Liu, Y., & Li, F. (2021). A systematic experimental and modeling study of water adsorption/desorption behavior in organic-rich shale with different particle sizes. Chemical Engineering Journal, 426, 130596.

    Article  Google Scholar 

  • Do, D. D., & Do, H. D. (2000). Model for water adsorption in activated carbon. Carbon, 38(5), 767–773.

    Article  Google Scholar 

  • Faix, O., & Böttcher, J. H. (1992). The influence of particle size and concentration in transmission and diffuse reflectance spectroscopy of wood. Holz als Roh- und Werkstoff, 50(6), 221–226.

    Article  Google Scholar 

  • Fry, R., Day, S., & Sakurovs, R. (2009). Moisture-induced swelling of coal. International Journal of Coal Preparation and Utilization, 29(6), 298–316.

    Article  Google Scholar 

  • Furmaniak, S., Gauden, P. A., Terzyk, A. P., & Rychlicki, G. (2008). Water adsorption on carbons—Critical review of the most popular analytical approaches. Advances in Colloid and Interface Science, 137(2), 82–143.

    Article  Google Scholar 

  • Furmaniak, S., Gauden, P. A., Terzyk, A. P., Rychlicki, G., Wesołowski, R. P., & Kowalczyk, P. (2005). Heterogeneous Do–Do model of water adsorption on carbons. Journal of Colloid and Interface Science, 290, 1–13.

    Article  Google Scholar 

  • Han, H., Cao, Y., Chen, S., Lu, J., Huang, C., Zhu, H., et al. (2016). Influence of particle size on gas-adsorption experiments of shales: an example from a Longmaxi Shale sample from the Sichuan Basin, China. Fuel, 186, 750–757.

    Article  Google Scholar 

  • Hu, K., Herdegen, V., & Mischo, H. (2022). Carbon dioxide adsorption to 40 MPa on extracted shale from Sichuan Basin, southwestern China. Fuel, 318, 123666.

    Article  Google Scholar 

  • Li, J., Li, B., & Gao, Z. (2021). Water vapor adsorption behavior in shale under different temperatures and pore structures. Natural Resources Research, 30(3), 2789–2805.

    Article  Google Scholar 

  • Li, X., & Krooss, B. M. (2017). Influence of grain size and moisture content on the high-pressure methane sorption capacity of kimmeridge clay. Energy and Fuels, 31, 11548–11557.

    Article  Google Scholar 

  • Liu, A., Liu, S., Liu, P., & Wang, K. (2021). Water sorption on coal: effects of oxygen-containing function groups and pore structure. International Journal of Coal Science and Technology, 8, 983–1002.

    Article  Google Scholar 

  • Liu, P., Wang, X., Li, X., Zhang, T., Du, G., & Liu, W. (2020). Competitive adsorption characteristics of CH4/C2H6 gas mixtures on model substances, coal and shale. Fuel, 279, 118038.

    Article  Google Scholar 

  • Lu, Y., Liu, D., Cai, Y., Li, Q., & Zhou, Y. (2022). Spontaneous imbibition in coal with in-situ dynamic micro-CT imaging. Journal of Petroleum Science and Engineering, 208, 109296.

    Article  Google Scholar 

  • Lutynski, M., & Miguel, A. (2016). Characteristics of carbon dioxide sorption in coal and gas shale—The effect of particle size. Journal of Natural Gas Science and Engineering, 28, 558–565.

    Article  Google Scholar 

  • Mastalerz, M., Hampton, L., Drobniak, A., & Loope, H. (2017). Significance of analytical particle size in low-pressure N2 and CO2 adsorption of coal and shale. International Journal of Coal Geology, 178, 122–131.

    Article  Google Scholar 

  • McCutcheon, A. L., Barton, W. A., & Wilson, M. A. (2001). Kinetics of water adsorption/desorption on bituminous coals. Energy and Fuels, 15(6), 1387–1395.

    Article  Google Scholar 

  • McCutcheon, A. L., Barton, W. A., & Wilson, M. A. (2003). Characterization of water adsorbed on bituminous coals. Energy and Fuels, 17(1), 107–112.

    Article  Google Scholar 

  • Mo, Q., Liao, J., Zhang, Y., Chang, L., Han, Y., & Bao, W. (2021). Kinetic analysis on water adsorption of thermally upgraded lignite. Fuel Processing Technology, 211, 106603.

    Article  Google Scholar 

  • Neitsch, M., Heschel, W., & Suckow, M. (2001). Water vapor adsorption by activated carbon: A modification to the isotherm model of Do and Do. Carbon, 39, 1437–1438.

    Article  Google Scholar 

  • Nishino, J. (2001). Adsorption of water vapor and carbon dioxide at carboxylic functional groups on the surface of coal. Fuel, 80(5), 757–764.

    Article  Google Scholar 

  • Ohba, T., & Kaneko, K. (2009). Initial filling mechanism of predominant water adsorption on hydrophobic slit-shaped carbon nanopores. Journal of Physics: Conference Series, 177, 012001.

    Google Scholar 

  • Pan, Z. (2012). Modeling of coal swelling induced by water vapor adsorption. Frontiers of Chemical Science and Engineering, 6(1), 94–103.

    Article  Google Scholar 

  • Qin, C., Jiang, Y., Zuo, S., Chen, S., Xiao, S., & Liu, Z. (2021). Investigation of adsorption kinetics of CH4 and CO2 on shale exposure to supercritical CO2. Energy, 236, 121410.

    Article  Google Scholar 

  • Rani, S., Prusty, B. K., & Pal, S. K. (2018). Adsorption kinetics and diffusion modeling of CH4 and CO2 in Indian shales. Fuel, 216, 61–70.

    Article  Google Scholar 

  • Shen, Z., & Meng, Z. (2022). Enhancing the efficiency of coal bed methane recovery by injecting carbon dioxide based on an anthracite coal macromolecular model and simulation methods. Energy and Fuels, 36(12), 6329–6342.

    Article  Google Scholar 

  • Sing, K. S. W., Everett, D. H., Haul, R. A., Moscou, L., Pierotti, R. A., Rouquerol, J., & Siemieniewska, T. (1985). Reporting physisorption data for gas/solid systems. Pure and Applied Chemistry, 57(4), 603–619.

    Article  Google Scholar 

  • Sun, X., Yao, Y., Liu, D., & Zhou, Y. (2018). Investigations of CO2-water wettability of coal: NMR relaxation method. International Journal of Coal Geology, 188, 38–50.

    Article  Google Scholar 

  • Švábová, M., & Vorokhta, M. (2022). Water sorption and transport in Silurian shales. Journal of Petroleum Science and Engineering, 210, 109980.

    Article  Google Scholar 

  • Švábová, M., Weishauptová, Z., & Přibyl, O. (2011). Water vapour adsorption on coal. Fuel, 90(5), 1892–1899.

    Article  Google Scholar 

  • Wan, K., He, Q., Miao, Z., Liu, X., & Huang, S. (2016). Water desorption isotherms and net isosteric heat of desorption on lignite. Fuel, 171, 101–107.

    Article  Google Scholar 

  • Wang, F., Yao, Y., Wen, Z., Sun, Q., & Yuan, X. (2020). Effect of water occurrences on methane adsorption capacity of coal: A comparison between bituminous coal and anthracite coal. Fuel, 266, 117102.

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Wei, M., Xiong, Y., Zhang, L., Li, J., & Peng, P. (2016). The effect of sample particle size on the determination of pore structure parameters in shales. International Journal of Coal Geology, 163, 177–185.

    Article  Google Scholar 

  • Wu, H., Yao, Y., & Liu, D. (2023). A modified Guggenheim–Anderson–Boer model for analyzing water sorption in coal. Chemical Engineering Journal, 451, 138760.

    Article  Google Scholar 

  • Wu, H., Yao, Y., Liu, D., Zhang, Y., & Chang, Y. (2021). DLVO-based analyses of the water vapor adsorption and condensation in hydrophilic nanopores of low-rank coal. Energy and Fuels, 35, 11920–11929.

    Article  Google Scholar 

  • Yang, C. Q., & Fateley, W. G. (1986). The effect of particle size on peak intensities of FT–IR photoacoustic spectra. Journal of Molecular Structure, 141(C), 279–284.

    Article  Google Scholar 

  • Yang, R., Jia, A., He, S., Hu, Q., Dong, T., Hou, Y., & Yan, J. (2020a). Water adsorption characteristics of organic-rich Wufeng and Longmaxi Shales, Sichuan Basin (China). Journal of Petroleum Science and Engineering, 193, 107387.

    Article  Google Scholar 

  • Yang, R., Jia, A., He, S., Hu, Q., Sun, M., Dong, T., et al. (2021). Experimental investigation of water vapor adsorption isotherm on gas-producing Longmaxi shale: Mathematical modeling and implication for water distribution in shale reservoirs. Chemical Engineering Journal, 406, 125982.

    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 

  • Yao, Y., Sun, X., Zheng, S., Wu, H., Zhang, C., Liu, Y., & Chang, Y. (2021). Methods for petrological and petrophysical characterization of gas shales. Energy and Fuels, 35, 11061–11088.

    Article  Google Scholar 

  • Yi, M., Cheng, Y., Wang, Z., Wang, C., Hu, B., & He, X. (2020). Effect of particle size and adsorption equilibrium time on pore structure characterization in low pressure N2 adsorption of coal: An experimental study. Advanced Powder Technology, 31, 4275–4281.

    Article  Google Scholar 

  • Yuan, X., Yao, Y., Liu, D., & Pan, Z. (2019). Spontaneous imbibition in coal: Experimental and model analysis. Journal of Natural Gas Science and Engineering, 67, 108–121.

    Article  Google Scholar 

  • Zhang, S., Tang, S., Li, Z., Liu, B., & Wang, R. (2022). Effect of pore structure on competitive sorption and diffusion of mixed methane and carbon dioxide in anthracite, South Qinshui Basin, China. International Journal of Coal Geology, 253, 103956.

    Article  Google Scholar 

  • Zhang, Y., Lebedev, M., Al-Yaseri, A., Yu, H., Xu, X., Sarmadivaleh, M., et al. (2018). Nanoscale rock mechanical property changes in heterogeneous coal after water adsorption. Fuel, 218, 23–32.

    Article  Google Scholar 

  • Zhao, S., Li, Y., Wang, Y., Ma, Z., & Huang, X. (2019). Quantitative study on coal and shale pore structure and surface roughness based on atomic force microscopy and image processing. Fuel, 244, 78–90.

    Article  Google Scholar 

  • Zou, J., & Rezaee, R. (2016). Effect of particle size on high-pressure methane adsorption of coal. Petroleum Research, 1, 53–58.

    Article  Google Scholar 

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Acknowledgments

We acknowledge financial support from the National Natural Science Foundation of China (42125205) and the China Scholarship Council (202106400011).

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Correspondence to Yanbin Yao.

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Appendix: Error Analysis Parameters

Appendix: Error Analysis Parameters

$${\text{SEE}} = \sqrt {\frac{{\sum \left( {q_{{\text{e}}} - q_{{\text{p}}} } \right)^{2} }}{N}}$$
$${\text{RSS}} = \sum \left( {q_{{\text{e}}} - q_{{\text{p}}} } \right)^{2}$$
$${\text{ARE}} = \sum \left| {\frac{{q_{{\text{e}}} - q_{{\text{p}}} }}{{q_{{\text{e}}} }}} \right|$$
$$\chi^{2} = \sum \frac{{\left( {q_{{\text{e}}} - q_{{\text{p}}} } \right)^{2} }}{{q_{{\text{e}}} }}$$

where \({q}_{\mathrm{e}}\) and \({q}_{\mathrm{p}}\) experimental and fitted data, respectively, and N is the number of data points.

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Wu, H., Yao, Y. & Du, X. Water Adsorption Characteristics of Coal with Different Particle Sizes: Experimental and Modeling Analyses. Nat Resour Res 32, 717–729 (2023). https://doi.org/10.1007/s11053-023-10171-x

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