A Framework for Multiphase Pore-Scale Modeling Based on Micro-CT Imaging

IF 2.6 3区 工程技术 Q3 ENGINEERING, CHEMICAL Transport in Porous Media Pub Date : 2025-02-17 DOI:10.1007/s11242-025-02156-6
Sajjad Foroughi, Mohammad Javad Shojaei, Nathan Lane, Bilal Rashid, Dmitry Lakshtanov, Yang Ning, Yuliana Zapata, Branko Bijeljic, Martin J. Blunt
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Abstract

We demonstrate how to use pore-scale modeling combined with high-resolution imaging to make predictions of multiphase flow properties. Experiments were performed on two sandstone samples that were mixed-wet after contact with crude oil: Bentheimer and a reservoir rock. Flow experiments were combined with high-resolution X-ray imaging from which the pore space, fluid configurations and local contact angles can be measured. We first show that both lattice Boltzmann modeling and a pore network model can predict the fluid occupancy to within experimental and model uncertainty in Bentheimer using the measured contact angles. We then used the greater computational efficiency of the network model to simulate flow in a large network representing the reservoir sample. By calibrating the contact angle to match the observed pore-by-pore arrangement of fluid, the model was able to make predictions of relative permeability and capillary pressure that were within the bounds of experimental and model uncertainty. The results provide a framework for predictive image-based pore-scale modeling, where wet and dry images of rock samples are used to characterize both the pore structure and wettability.

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基于微ct成像的多相孔隙尺度建模框架
我们演示了如何使用孔隙尺度建模结合高分辨率成像来预测多相流特性。实验对象是Bentheimer和储层岩石,这两种砂岩样品在与原油接触后呈混湿状态。流动实验与高分辨率x射线成像相结合,可以测量孔隙空间、流体形态和局部接触角。我们首先证明了晶格玻尔兹曼模型和孔隙网络模型都可以利用测量的接触角来预测Bentheimer中流体占用的实验和模型不确定性。然后,我们使用网络模型的更高计算效率来模拟代表油藏样本的大型网络中的流动。通过校准接触角以匹配观察到的流体逐孔排列,该模型能够在实验和模型的不确定性范围内预测相对渗透率和毛管压力。研究结果为基于预测图像的孔隙尺度建模提供了一个框架,其中岩石样品的干湿图像用于表征孔隙结构和润湿性。
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来源期刊
Transport in Porous Media
Transport in Porous Media 工程技术-工程:化工
CiteScore
5.30
自引率
7.40%
发文量
155
审稿时长
4.2 months
期刊介绍: -Publishes original research on physical, chemical, and biological aspects of transport in porous media- Papers on porous media research may originate in various areas of physics, chemistry, biology, natural or materials science, and engineering (chemical, civil, agricultural, petroleum, environmental, electrical, and mechanical engineering)- Emphasizes theory, (numerical) modelling, laboratory work, and non-routine applications- Publishes work of a fundamental nature, of interest to a wide readership, that provides novel insight into porous media processes- Expanded in 2007 from 12 to 15 issues per year. Transport in Porous Media publishes original research on physical and chemical aspects of transport phenomena in rigid and deformable porous media. These phenomena, occurring in single and multiphase flow in porous domains, can be governed by extensive quantities such as mass of a fluid phase, mass of component of a phase, momentum, or energy. Moreover, porous medium deformations can be induced by the transport phenomena, by chemical and electro-chemical activities such as swelling, or by external loading through forces and displacements. These porous media phenomena may be studied by researchers from various areas of physics, chemistry, biology, natural or materials science, and engineering (chemical, civil, agricultural, petroleum, environmental, electrical, and mechanical engineering).
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