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使用拓扑学和积分几何学评估润湿性的方法的评估

Evaluation of methods using topology and integral geometry to assess wettability.

作者信息

Blunt Martin J, Akai Takashi, Bijeljic Branko

机构信息

Department of Earth Science and Engineering, Imperial College London, London SW7 2BP, UK.

Department of Earth Science and Engineering, Imperial College London, London SW7 2BP, UK.

出版信息

J Colloid Interface Sci. 2020 Sep 15;576:99-108. doi: 10.1016/j.jcis.2020.04.118. Epub 2020 May 5.

Abstract

HYPOTHESIS

The development of high-resolution in situ imaging has allowed contact angles to be measured directly inside porous materials. We evaluate the use of concepts in integral geometry to determine contact angle. Specifically, we test the hypothesis that it is possible to determine an average contact angle from measurements of the Gaussian curvature of the fluid/fluid meniscus using the Gauss-Bonnet theorem.

THEORY AND SIMULATION

We show that it is not possible to unambiguously determine an average contact angle from the Gauss-Bonnet theorem. We instead present an approximate relationship: 2πn(1-cosθ)=4π-∫κdS, where n is the number of closed loops of the three-phase contact line where phases 1 and 2 contact the surface, θ is the average contact angle, while κ is the Gaussian curvature of the fluid meniscus which is integrated over its surface S. We then use the results of pore-scale lattice Boltzmann simulations to assess the accuracy of this approach to determine a representative contact angle for two-phase flow in porous media.

FINDINGS

We show that in simple cases with a flat solid surface, the approximate expression works well. When applied to simulations on pore space images, the equation provides a robust estimate of contact angle, accurate to within 3°, when averaged over many fluid clusters, although individual values can have significant errors because of the approximations used in the calculation.

摘要

假设

高分辨率原位成像技术的发展使得能够直接在多孔材料内部测量接触角。我们评估利用积分几何中的概念来确定接触角的方法。具体而言,我们检验这样一个假设:利用高斯 - 博内定理,通过测量流体/流体弯月面的高斯曲率来确定平均接触角是可行的。

理论与模拟

我们表明,根据高斯 - 博内定理无法明确确定平均接触角。相反,我们给出一个近似关系:2πn(1 - cosθ)=4π - ∫κdS,其中n是相1和相2与表面接触的三相接触线的闭环数量,θ是平均接触角,而κ是流体弯月面在其表面S上积分的高斯曲率。然后,我们利用孔隙尺度格子玻尔兹曼模拟的结果来评估这种确定多孔介质中两相流代表性接触角方法的准确性。

研究结果

我们表明,在固体表面平坦的简单情况下,该近似表达式效果良好。当应用于孔隙空间图像的模拟时,该方程在对许多流体团簇进行平均时,能够提供接触角的可靠估计,精确到3°以内,尽管由于计算中使用的近似方法,个别值可能存在显著误差。

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