页岩毛管压力的经验关系

Mehdi Alipour K, A. Kasha, A. Sakhaee-Pour, F. Sadooni, H. Al-kuwari
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引用次数: 3

摘要

Brooks and Corey(1964)和van Genuchten(1980)提出了两个最广泛使用的近似毛细管压力的关系式。石油工程师使用这两种方法,但它们最初是为了了解空隙空间与页岩不同的土壤中的水分含量。本文提出了一种能够反映页岩非高原样趋势与近似毛管压力的经验关系式。它还实现了van Genuchten模型无法捕获的非零进入压力。本研究通过确定非线性回归系数(R2)和均方误差(MSE),将所提模型的性能与Brooks、Corey和van Genuchten的模型进行了比较。它使用文献中可用的美国页岩汞毛细管压力数据。该数据集包括从Bakken、Eagle Ford和Greenhorn地层采集的30个样品,平均渗透率小于1 md,平均孔隙度为5%。该模型可用于表征页岩两相驱替。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Empirical Relation for Capillary Pressure in Shale
Brooks and Corey (1964) and van Genuchten (1980) proposed the two most widely used relations for approximating capillary pressure. Petroleum engineers apply both, but they were originally proposed to understand the moisture content in soil whose void space differs from that of shale. This paper presents an empirical relation that can capture the nonplateau-like trend and the approximate capillary pressure in shale. It also implements the nonzero entry pressure, which the van Genuchten model cannot capture. This study compares the performance of the proposed model with those of Brooks and Corey and van Genuchten by determining the nonlinear regression coefficient (R2) and the mean square error (MSE). It uses mercury capillary pressure data of US shales available in the literature. The data set comprises 30 samples collected from the Bakken, Eagle Ford, and Greenhorn Formations with average permeability of less than 1 md and average porosity of 5%. The proposed model has applications in characterizing two-phase displacement in shales.
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