An empirical model for predicting saturation pressure of pure hydrocarbons in nanopores

IF 2.8 3区 工程技术 Q3 CHEMISTRY, PHYSICAL
Lixing Lin, Tayfun Babadagli, Huazhou Andy Li
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引用次数: 0

Abstract

Due to the confinement and strong adsorption to the pore wall in meso‑ and nano pores, fluid phase behavior in the confined media, such as the tight and shale reservoirs, can be significantly different from that in the bulk phase. A large amount of work has been done on the theoretical modeling of the phase behavior of hydrocarbons in the confined media. However, there are still inconsistencies in the theoretical models developed and validations of those models against experimental data are inadequate.

In this study, we conducted a comprehensive review of experimental work on the phase behavior of hydrocarbons under confinement and analyzed various theoretical phase-behavior models. Emphasis was given to the modifications to the Peng-Robinson equation of state (PR EoS). Through the comparative analysis, we developed a modified alpha-function in PR EoS for accurate prediction of the saturation pressures of hydrocarbons in porous media. This modified alpha-function accounts for the pore size and was derived based on the regression results through minimizing the deviation between the experimentally measured and numerically calculated saturation pressure data. Meanwhile, the thermodynamic properties of propane were calculated in the bulk phase and in the nanopores. Finally, we validated the newly developed model using the experimental data in synthesized mesoporous materials and real reservoir rocks.

By applying the modified PR EoS, a more accurate representation of the experimentally measured saturation pressure data in confined nanopores was achieved. This newly developed model not only enhanced the accuracy of the predictions but also provided valuable insights into the confinement effects on the phase behavior of hydrocarbons in nanopores. Notably, we observed significant changes in the properties of propane within confined nanopores, including suppressed saturation pressure and fugacity, indicating a greater tendency for the gas to remain in the liquid phase. Enthalpy of vaporization was found to increase highlighting increased difficulty in transitioning from liquid to gas phase under confinement. Additionally, the new model predicts an increased gas compressibility factor in the nanopores suggesting a close resemblance of ideal gas due to the counterbalance between the attractive and repulsive forces. To validate the model, new datasets containing saturation pressures of propane and ethane under a wide range of temperatures and pore sizes were employed. The newly developed model was further applied to the experimental data obtained in real rock samples (sandstones, limestones, and shales). Interestingly, it was observed that the phase change in these samples predominantly occurred in the smallest pores. This finding highlights the importance of considering the pore size distribution when studying the phase behavior of hydrocarbons in a capillary medium even if the rock has high permeability.

This study provided a simple and easy-to-implement modification to the PR EoS for accurate prediction of the phase behavior of petroleum fluids under confinement. The newly developed model for calculating saturation pressures of hydrocarbons demonstrates improved accuracy in representing experimental data compared to the previous models, while offering a more straightforward and simplified approach.

预测纳米孔中纯碳氢化合物饱和压力的经验模型
由于中孔和纳米孔隙的封闭性和孔壁的强吸附性,致密油藏和页岩油藏等封闭介质中的流体相行为可能与体相行为大不相同。关于碳氢化合物在封闭介质中的相行为的理论建模已经做了大量工作。在本研究中,我们对封闭介质中碳氢化合物相行为的实验工作进行了全面回顾,并分析了各种理论相行为模型。重点是对彭-罗宾逊状态方程(PR EoS)的修正。通过对比分析,我们开发了一种修正的彭-罗宾逊状态方程α函数,用于准确预测多孔介质中碳氢化合物的饱和压力。该修正的α函数考虑了孔隙大小,并基于回归结果,通过最小化实验测量饱和压力数据与数值计算饱和压力数据之间的偏差而得出。同时,我们还计算了丙烷在体相和纳米孔隙中的热力学性质。最后,我们利用合成介孔材料和实际储层岩石中的实验数据验证了新开发的模型。通过应用改进的 PR EoS,实验测量的纳米孔饱和压力数据得到了更准确的表达。这个新开发的模型不仅提高了预测的准确性,还为了解纳米孔隙中碳氢化合物相行为的约束效应提供了宝贵的见解。值得注意的是,我们观察到丙烷在密闭纳米孔隙中的性质发生了显著变化,包括饱和压力和逸度受到抑制,这表明气体更倾向于保持液相状态。我们发现汽化焓增加,这表明在封闭条件下从液相过渡到气相的难度增加。此外,新模型还预测纳米孔隙中的气体压缩系数会增加,这表明由于吸引力和排斥力之间的平衡,纳米孔隙与理想气体非常相似。为了验证该模型,我们采用了新的数据集,其中包含丙烷和乙烷在各种温度和孔径条件下的饱和压力。新开发的模型被进一步应用于在真实岩石样本(砂岩、石灰岩和页岩)中获得的实验数据。有趣的是,观察到这些样品中的相变主要发生在最小的孔隙中。这一发现强调了在研究碳氢化合物在毛细介质中的相行为时考虑孔径分布的重要性,即使岩石具有高渗透性也是如此。与以前的模型相比,新开发的碳氢化合物饱和压力计算模型在表示实验数据方面具有更高的准确性,同时提供了一种更直接、更简化的方法。
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来源期刊
Fluid Phase Equilibria
Fluid Phase Equilibria 工程技术-工程:化工
CiteScore
5.30
自引率
15.40%
发文量
223
审稿时长
53 days
期刊介绍: Fluid Phase Equilibria publishes high-quality papers dealing with experimental, theoretical, and applied research related to equilibrium and transport properties of fluids, solids, and interfaces. Subjects of interest include physical/phase and chemical equilibria; equilibrium and nonequilibrium thermophysical properties; fundamental thermodynamic relations; and stability. The systems central to the journal include pure substances and mixtures of organic and inorganic materials, including polymers, biochemicals, and surfactants with sufficient characterization of composition and purity for the results to be reproduced. Alloys are of interest only when thermodynamic studies are included, purely material studies will not be considered. In all cases, authors are expected to provide physical or chemical interpretations of the results. Experimental research can include measurements under all conditions of temperature, pressure, and composition, including critical and supercritical. Measurements are to be associated with systems and conditions of fundamental or applied interest, and may not be only a collection of routine data, such as physical property or solubility measurements at limited pressures and temperatures close to ambient, or surfactant studies focussed strictly on micellisation or micelle structure. Papers reporting common data must be accompanied by new physical insights and/or contemporary or new theory or techniques.
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