基于 HV 混合规则和模拟退火优化算法的增强型自由水闪光算法的改进

IF 2.8 3区 工程技术 Q3 CHEMISTRY, PHYSICAL Fluid Phase Equilibria Pub Date : 2024-05-21 DOI:10.1016/j.fluid.2024.114144
Xianyu Qiang , Dali Hou , Shijie Liang , Jie Su , Bo Chen
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引用次数: 0

摘要

二氧化碳-烃-水混合物的三相平衡计算在数值模拟中具有重要意义,尤其是在二氧化碳提高石油采收率和二氧化碳封存等应用中。然而,由于二氧化碳的非理想性和水的极性,三相平衡计算经常遇到收敛难题。增强型自由水闪蒸算法[6]特别关注二氧化碳在水相中的溶解,解决了传统三相闪蒸算法遇到的收敛难题。尽管在高压和高二氧化碳浓度条件下,该算法的准确性会降低,从而限制了其准确描述油气水多相系统中二氧化碳溶解情况的能力。通过利用 NRTL 和 UNIFAC 等活性模型,GE(过剩吉布斯自由能)型混合规则可与包括 PR 和 SRK 在内的状态方程有效整合,从而可用于计算非极性和极性体系以及高压复杂体系的热力学参数。在本研究中,基于增强自由水假设,我们为二氧化碳/烃/水混合物开发了一种新的增强自由水三相闪蒸算法。该算法将 PR 状态方程与 NRTL 活性模型相结合,对二氧化碳与水的相互作用采用 HV 混合规则,对其他非极性成分采用范德华规则。此外,为了提高计算效率,该算法采用了模拟退火全局优化算法,取代牛顿迭代,以更有效地确定复杂目标函数的全局最小值。实例计算表明,改进的增强型自由水闪蒸算法比传统的增强型自由水闪蒸算法具有更高的精度和效率。本文提出的增强型自由水三相闪蒸算法为相平衡计算提供了一个精确模型,对于二氧化碳强化采油和二氧化碳封存的数值模拟至关重要。
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Improvement of augmented free-water flash algorithm based on HV mixing rule and simulated annealing optimization algorithm

The calculation of three-phase equilibrium in CO2-hydrocarbon-water mixtures holds significant importance within numerical simulations, particularly in applications such as CO2-enhanced oil recovery and carbon dioxide sequestration. However, due to the non-ideality of CO2 and the polarity of water, three-phase equilibrium calculations often encounter convergence challenges. The augmented free-water flash algorithm [6], specifically focusing on CO2 dissolution in the aqueous phase, addresses the convergence challenges encountered by traditional three-phase flash algorithms. Despite its accuracy diminishes under conditions of high pressure and high CO2 concentrations, limiting its capability to accurately describe CO2 dissolution in oil-gas-water multiphase systems. The GE (excess Gibbs free energy) type mixing rule can be effectively integrated with equations of state, including PR and SRK, by utilizing activity models like NRTL and UNIFAC, which can be applied to the calculation of thermodynamic parameters for both nonpolar and polar systems and high-pressure complex systems. In this study, based on the augmented free-water assumption, we have developed a new augmented free-water three-phase flash algorithm for CO2/hydrocarbon/water mixtures. This algorithm integrates the PR equation of state with the NRTL activity model, employing the HV mixing rule for CO2-water interactions and the Van der Waals rule for other non-polar components. Furthermore, to enhance computational efficiency, the algorithm incorporates the simulated annealing global optimization algorithm, replacing Newton iteration to more effectively identify the global minima of the complex objective function. The example calculations show that the improved augmented free-water flash algorithm has higher accuracy and efficiency than the traditional augmented free-water flash algorithm. The augmented free-water three-phase flash algorithm proposed in this paper offers a precise model for phase equilibrium calculations essential for numerical simulations in CO2-enhanced oil recovery and carbon dioxide sequestration.

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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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