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页岩无机孔中考虑分形结构和流体多重储运机制的气水两相表观渗透率

Gas-water two-phase apparent permeability for inorganic shale considering fractal structure and multiple mechanisms of fluid storage and migration

  • 摘要: 页岩无机孔中气水两相表观渗透率是评估页岩气产量与压裂液返排率的关键参数,对其进行准确表征是构建页岩气开采模型的重要基础。现有表观渗透率理论通常忽略了页岩的复杂孔隙特征,且对两相流体在页岩无机孔中的多重储运机制没有较好的建模方式。为此,基于核磁共振测试结果与分形理论,针对页岩无机孔隙,建立了一个较为全面的气水两相表观渗透率模型,该模型考虑了水分赋存状态、孔隙分形结构对表观渗透率的影响,且同时表征了气相运移中的Darcy流、滑移效应、Fick扩散与Knudsen扩散对应渗透率,以及水相运移中的Darcy流与滑移效应对应渗透率。通过多组试验数据,该模型的准确性与适用性得到了有效验证。基于所提出模型,理论分析了储层参数,主要包括含水饱和度、储层压力、孔隙尺寸分布分形维数及孔隙迂曲度分形维数,对页岩无机孔气水两相渗透率的影响规律。结果表明:对于气相,Darcy流、滑移效应对应渗透率随含水饱和度增大而显著降低,Fick扩散、Knudsen扩散对应渗透率随含水饱和度变化并不明显;对于水相,Darcy流、滑移效应对应渗透率随含水饱和度的增大呈现同比例升高的趋势;储层气体压力增大会使滑移效应修正因子和气体分子平均自由程减小,进而引起滑移效应、Knudsen扩散对应渗透率显著降低,以及Fick扩散对应渗透率轻微升高,最终导致气相表观渗透率的降低;孔径分布分形维数增大会使孔隙数量增多,进而引起气水两相Darcy流、滑移效应对应渗透率,以及气相Knudsen扩散对应渗透率显著升高,最终导致气水两相表观渗透率的升高;孔隙迂曲度分形维数的增大会使气水两相流体的实际运移通道增长,进而引起气水两相Darcy流、滑移效应对应渗透率显著降低,最终导致气水两相表观渗透率的降低。

     

    Abstract: The apparent permeability of gas-water two-phase flow in the inorganic pore system of shale is a critical parameter for evaluating shale gas production and the flowback rate of fracturing fluid, and its accurate characterization provides a fundamental basis for modeling shale gas recovery. Existing apparent permeability theories generally overlook the complex pore characteristics of the inorganic pore system in shale and lack robust modeling approaches for the multiple transport mechanisms governing gas-water two-phase flow. To address these limitations, a comprehensive apparent permeability model for gas-water two-phase flow in the inorganic pore system of shale is developed based on nuclear magnetic resonance (NMR) measurements and fractal theory. The influence of water occurrence states on apparent permeability is considered, while the contributions of Darcy flow, slip flow, Fickian diffusion, and Knudsen diffusion to gas-phase permeability, as well as those of Darcy flow and slip flow to water-phase permeability, are simultaneously characterized. The accuracy and applicability of the model are rigorously validated against multiple experimental datasets. The effects of key reservoir parameters, including water saturation, reservoir pressure, the fractal dimension of pore-size distribution, and the fractal dimension of pore tortuosity, on gas and water permeabilities in the inorganic pore system of shale are theoretically analyzed. The results indicate that: For the gas phase, the permeability contributions of Darcy flow and slip flow decrease significantly with increasing water saturation, whereas those of Fickian diffusion and Knudsen diffusion are only weakly affected by water saturation. For the water phase, the permeability contributions of Darcy flow and slip flow increase proportionally with increasing water saturation. As reservoir pressure increases, the slip correction factor and the mean free path of gas molecules decrease, resulting in pronounced decreases in the permeability contributions of slip flow and Knudsen diffusion and a slight increase in that of Fickian diffusion. Consequently, the apparent gas permeability decreases. An increase in the fractal dimension of pore-size distribution increases the number of pores, resulting in substantial increases in the permeability contributions of gas-water Darcy flow, slip flow, and gas-phase Knudsen diffusion, and thereby enhancing the apparent permeabilities of both gas and water. An increase in the fractal dimension of pore tortuosity lengthens the actual transport pathways of both fluids, resulting in significant reductions in the permeability contributions of Darcy flow and slip flow and thereby decreasing the apparent permeabilities of both gas and water.

     

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