Nonempirical fractal permeability model and experimental verification of hydrate-bearing sediments based on heterogeneous distribution of particles

被引:2
作者
Peng, Hao [1 ,2 ,4 ]
Li, Xiao-Sen [1 ,2 ,3 ,5 ]
Chen, Zhao-Yang [1 ,2 ,3 ,5 ]
Ji, Hong-Fei [1 ,2 ,6 ]
Zhang, Yu [1 ,2 ,3 ,5 ]
You, Chang-Yu [1 ,2 ,4 ]
机构
[1] Chinese Acad Sci, Guangzhou Inst Energy Convers, Guangzhou 510640, Guangdong, Peoples R China
[2] CAS Key Lab Gas Hydrate, Guangzhou 510640, Guangdong, Peoples R China
[3] Guangdong Prov Key Lab New & Renewable Energy Res, Guangzhou 510640, Guangdong, Peoples R China
[4] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[5] CNOOC Res Inst, State Key Lab Nat Gas Hydrates, Beijing 100028, Peoples R China
[6] Univ Sci & Technol China, Sch Energy Sci & Engn, Hefei, Peoples R China
来源
GEOENERGY SCIENCE AND ENGINEERING | 2024年 / 237卷
基金
中国国家自然科学基金;
关键词
Natural gas hydrates; Normalized permeability; Fractal; Porous media; Pore morphology; Heterogeneous; METHANE HYDRATE; POROUS-MEDIA; GAS-PRODUCTION; FLOW; CONDUCTIVITY; PERCOLATION; TORTUOSITY;
D O I
10.1016/j.geoen.2024.212773
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The one of the factors limiting production of gas-water is affected by sediments ' permeability. Evaluating the normalized permeability ( K n ) of sediments containing hydrates is necessary for analyzing the saturation (decomposition level) and flow capacity. The mistakes in K n prediction are frequently brought about by the assumption such as homogenous particles distribution and ignoring microscopic pore structure. To address the issue, a fractal-based nonempirical prediction model of K n was developed by modeling, parameter acquisition using SEM and Analyzer, experiment validation, error comparison with published data, and sensitivity analysis for evolution, respectively. Assuming that sediment skeleton particles were misaligned spherical particles of equal diameter. The heterogeneity of sediments was described by the vertical and horizontal distance ratio ( m ) and offset angle ( theta ) of the particles. This led to a novel approach for determining average tortuosity ( tau av,0 ) and tortuosity fractal dimension ( D tau,0 ). The viability of the model was confirmed by permeability measurement experiments. Additionally, using the measuring function of SEM, the maximum pore diameter of sediments was obtained. Furthermore, a comparison with earlier data demonstrated the effect. Considering heterogeneity, the average accuracy of Geometric Mean Variance in K n has increased to 9.66%. Finally, each parameter ' s impact on prediction was examined. At m = 1.357, D tau,0 grows symmetrically. K n,GC varies 15 times more with an increase in D tau,0 than K n,PF . All findings indicate that the new model is more likely to be forecasted K n for a variety of systems, including clayey-silt, sand, and silty-sand system, and especially in reflecting the heterogeneity.
引用
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页数:18
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