Continuum-Scale Gas Transport Modeling in Organic Nanoporous Media Based on Pore-Scale Density Distributions

Zizhong Liu, Hamid Emami‐Meybodi
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引用次数: 7

Abstract

This paper presents a continuum-scale diffusion-based model informed by pore-scale data for gas transport in organic nanoporous media. A mass transfer and adsorption model is developed by considering multiple transport and storage mechanisms, including bulk diffusion and Knudsen diffusion for free phase, surface diffusion for sorbed phase, and multilayer adsorption. The continuum-scale diffusion-based governing equation is developed solely based on free phase concentration for the overall mass conservation of free and sorbed phases, carrying a newly-defined effective diffusion coefficient and a capacity factor to account for multilayer adsorption. Diffusion of free and sorbed phases is coupled through the pore-scale simplified local density method based on the modified Peng-Robinson equation of state for confinement effects. The model is first utilized to analyze pore-scale adsorption data from the krypton (Kr) gas adsorption experiment on graphite. Then we implement the model to conduct sensitivity analysis for the effects of pore size on gas transport for Kr-graphite and methane-coal systems. The model is finally used to study Kr diffusion profiles through a coal matrix obtained through X-ray micro-CT imaging. The results show that the sorbed phase occupies most of the pore space in organic nanoporous media due to multilayer adsorption, and surface diffusion contributes significantly to the total mass flux. Therefore, neglecting the volume of sorbed phase and surface diffusion in organic nanoporous rocks may result in considerable errors. Furthermore, the results reveal that implementing a Langmuir-based model may be erroneous for an organic-rich reservoir with nanopores during the early depletion period when the reservoir pressure is high.
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基于孔尺度密度分布的有机纳米多孔介质连续尺度气体输运模型
本文提出了一种基于孔尺度数据的有机纳米多孔介质中气体传输的连续尺度扩散模型。考虑了自由相的体扩散和Knudsen扩散、吸附相的表面扩散和多层吸附等多种传输和储存机制,建立了传质吸附模型。基于连续尺度扩散的控制方程仅基于自由相浓度,用于自由相和吸附相的总体质量守恒,并带有新定义的有效扩散系数和考虑多层吸附的容量因子。基于约束效应的修正Peng-Robinson状态方程,通过孔尺度简化局部密度法耦合了自由相和吸附相的扩散。该模型首先用于分析石墨上氪气吸附实验的孔尺度吸附数据。在此基础上,应用该模型对kr -石墨体系和甲烷-煤体系的孔隙大小对气体输运的影响进行了敏感性分析。最后利用该模型研究了通过x射线显微ct成像获得的煤基体中Kr的扩散曲线。结果表明:在有机纳米多孔介质中,由于多层吸附作用,吸附相占据了大部分孔隙空间,表面扩散对总质量通量有显著贡献;因此,忽略有机纳米多孔岩石的吸附相体积和表面扩散可能会导致相当大的误差。此外,研究结果表明,对于具有纳米孔的富有机质储层,在油藏压力较高的早期衰竭期,采用langmuir模型可能是错误的。
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