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A novel permeability model for hydrate-bearing sediments integrating pore morphology evolution based on modified Kozeny-Carman equation

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  • Wu, Didi
  • Li, Shuxia
  • Zhang, Ningtao
  • Guo, Yang
  • Liu, Lu
  • Wang, Zhiqiang

Abstract

Permeability of hydrate-bearing sediments is the key parameter to determine the gas production performance, which is mainly affected by the pore morphology and hydrate saturation. Existing models of permeability could not well capture the dynamic characteristic of permeability in sediments with changing hydrate saturation and pore morphology. In this paper, a novel normalized permeability model using logistic function linked different hydrate pore morphology evolution was established by modifying tortuosity, surface area and pore shape factor simultaneously in Kozeny-Carman equation. It was verified by different published data and compared with other models. The introduced critical hydrate saturation and transitional intensity of hydrate pore morphology were optimized by genetic algorithm. Results indicated that this model was more powerful than existed models and better captured the permeability evolution in hydrate-bearing sediments at various conditions. The critical hydrate saturation and transitional intensity of hydrate pore morphology dominated the characteristics of permeability evolution. In addition, the effect of porosity would not be ignored especially below the critical hydrate saturation when hydrate pore morphology changed from pore filling to grain coating. The proposed model brings reliable predictions and mechanistic understandings of the permeability evolution in hydrate-bearing sediments, and builds fundamental theory for development of natural gas hydrate in safety and efficiency.

Suggested Citation

  • Wu, Didi & Li, Shuxia & Zhang, Ningtao & Guo, Yang & Liu, Lu & Wang, Zhiqiang, 2023. "A novel permeability model for hydrate-bearing sediments integrating pore morphology evolution based on modified Kozeny-Carman equation," Energy, Elsevier, vol. 277(C).
    • Handle: RePEc:eee:energy:v:277:y:2023:i:c:s0360544223011179
    DOI: 10.1016/j.energy.2023.127723
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    References listed on IDEAS

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    1. Wang, Haijun & Wu, Peng & Li, Yanghui & Liu, Weiguo & Pan, Xuelian & Li, Qingping & He, Yufa & Song, Yongchen, 2023. "Gas permeability variation during methane hydrate dissociation by depressurization in marine sediments," Energy, Elsevier, vol. 263(PB).
    2. Guo, Zeyu & Fang, Qidong & Nong, Mingyan & Ren, Xingwei, 2021. "A novel Kozeny-Carman-based permeability model for hydrate-bearing sediments," Energy, Elsevier, vol. 234(C).
    3. E. Dendy Sloan, 2003. "Fundamental principles and applications of natural gas hydrates," Nature, Nature, vol. 426(6964), pages 353-359, November.
    4. Li, Shuxia & Wu, Didi & Wang, Xiaopu & Hao, Yongmao, 2021. "Enhanced gas production from marine hydrate reservoirs by hydraulic fracturing assisted with sealing burdens," Energy, Elsevier, vol. 232(C).
    5. Kou, Xuan & Li, Xiao-Sen & Wang, Yi & Wan, Kun & Chen, Zhao-Yang, 2021. "Pore-scale analysis of relations between seepage characteristics and gas hydrate growth habit in porous sediments," Energy, Elsevier, vol. 218(C).
    6. Li, Gang & Wu, Dan-Mei & Li, Xiao-Sen & Lv, Qiu-Nan & Li, Chao & Zhang, Yu, 2017. "Experimental measurement and mathematical model of permeability with methane hydrate in quartz sands," Applied Energy, Elsevier, vol. 202(C), pages 282-292.
    7. Wu, Peng & Li, Yanghui & Yu, Tao & Wu, Zhaoran & Huang, Lei & Wang, Haijun & Song, Yongchen, 2023. "Microstructure evolution and dynamic permeability anisotropy during hydrate dissociation in sediment under stress state," Energy, Elsevier, vol. 263(PE).
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    1. Li, Yanghui & Hu, Wenkang & Tang, Haoran & Wu, Peng & Liu, Tao & You, Zeshao & Yu, Tao & Song, Yongchen, 2023. "Mechanical properties of the interstratified hydrate-bearing sediment in permafrost zones," Energy, Elsevier, vol. 282(C).

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