An Equation of State to Model Microemulsion Phase Behavior in Presence of Co-Solvents Using Average Solubilization Theory

Soumyadeep Ghosh, A. Chawathé, Sophany Thach, Harold C. Linnemeyer, E. Tao, V. Dwarakanath, A. Ambastha, G. P. Arachchilage
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引用次数: 1

Abstract

Co-solvents are used with surfactants in modern chemical enhanced oil recovery (CEOR) formulations to avoid formation of viscous microemulsion phases (and reduce costs) in porous media. Modeling the effect of co-solvents on phase behavior is critical to CEOR reservoir simulations. The state-of-the-art is to use HLD (Hydrophilic Lipophilic Difference) with a modified form of NAC (Net Average Curvature) as an Equation of State (EoS) to model microemulsion phase behavior. In this paper, we use an alternative EoS flash algorithm and couple it with an alcohol partitioning model to predict physical phase behavior. In this paper, we show that the net curvature equation in NAC is not valid for overall compositions away from typical experimental conditions, specifically in Type I and II systems. Alternatively, we use experimental evidence to correlate the harmonic average of oil and brine solubilization ratios to HLD. We use the average solubilization ratio equation with boundary conditions that allow for microemulsion phase type regions to be well defined, thus making the flash calculations robust. To model the co-solvent effect, we couple the newly developed average solubilization theory (AST) based EoS with the Prouvost-Pope-Rouse model to capture co-solvent partitioning across oil, brine and microemulsion phases. The resulting AST theory allows for a HLD based EoS to predict physical two-phase regions with no discontinuity in phase behavior thereby making it a more robust alternative to HLD-NAC. We used 80 phase behavior experiments over a wide range of hydrocarbons and temperatures to validate our approach. The coefficient of determination between the actual experimental data and the predicted model output was found to be above 0.9.
用平均增溶理论模拟共溶剂存在下微乳液相行为的状态方程
在现代化学提高采收率(CEOR)配方中,助溶剂与表面活性剂一起使用,以避免在多孔介质中形成粘性微乳液相(并降低成本)。模拟共溶剂对相行为的影响是油藏模拟的关键。最先进的方法是使用HLD(亲水亲脂差)和修正形式的NAC(净平均曲率)作为状态方程(EoS)来模拟微乳液相行为。在本文中,我们使用了一种替代的EoS flash算法,并将其与酒精分配模型相结合来预测物理相位行为。在本文中,我们证明了NAC中的净曲率方程不适用于远离典型实验条件的整体组成,特别是在I型和II型体系中。或者,我们使用实验证据将油和盐水增溶比的调和平均值与HLD相关联。我们使用具有边界条件的平均增溶比方程,该边界条件允许微乳液相类型区域得到很好的定义,从而使闪蒸计算变得健壮。为了模拟共溶剂效应,我们将新开发的基于平均增溶理论(AST)的EoS与Prouvost-Pope-Rouse模型结合起来,以捕获油、盐水和微乳液相之间的共溶剂分配。由此产生的AST理论允许基于HLD的EoS预测物理两相区域,而相位行为没有不连续,从而使其成为HLD- nac的更健壮的替代品。我们在广泛的碳氢化合物和温度范围内进行了80个相行为实验来验证我们的方法。实际实验数据与预测模型输出的决定系数在0.9以上。
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