NUMERICAL INVESTIGATION OF VERTICAL GAS–LIQUID SEPARATORS USING COMPUTATIONAL FLUID DYNAMICS AND STATISTICAL TECHNIQUES

J. Mendez, A. Efendioglu, J. Guevara
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引用次数: 1

Abstract

Many industrial devices found in the oil and gas industries are designed using empirical correlations, such as gas–liquid vertical separators. However, the physics involved in these devices are quite complex including multiphase flows and internal devices that are not considered in the empirical approach. Therefore, important discrepancies are found in industrial fields. This research conducts a numerical study using Computational Fluid Dynamics (CFD) to assess the different empirical models used in such designs. A short review of the different models is presented and compared and computational experiments are used to evaluate the parameters of importance of these devices. In addition, statistical models are implemented to evaluate the influence of operational parameters, properties of fluids and geometric variables to the efficiency of the separator and pressure drop. To this end, a surrogate model is developed using Kriging interpolation that allows evaluation of the different combination of parameters without running each design using CFD. Preliminary results demonstrate that the standard accepted as general reference ANSI/ANSI/API-12J provides the lowest efficiency and the higher pressure drop, albeit small, compared to the other methods.
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应用计算流体力学和统计技术对垂直气液分离器进行数值研究
在石油和天然气行业中发现的许多工业设备都是使用经验相关性设计的,例如气液垂直分离器。然而,这些装置所涉及的物理非常复杂,包括多相流和内部装置,这些在经验方法中没有考虑到。因此,在工业领域中发现了重要的差异。本研究使用计算流体动力学(CFD)进行数值研究,以评估在此类设计中使用的不同经验模型。对不同的模型进行了简要的回顾和比较,并使用计算实验来评估这些装置的重要参数。此外,还建立了统计模型,评估了操作参数、流体性质和几何变量对分离器效率和压降的影响。为此,使用Kriging插值开发了一个代理模型,该模型允许评估不同的参数组合,而无需使用CFD运行每个设计。初步结果表明,与其他方法相比,作为通用参考标准的ANSI/ANSI/API-12J提供了最低的效率和更高的压降,尽管很小。
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