基于遗传算法的多级生产装置分离器压力优化及成本评估

M. Motie, P. Moein, R. Moghadasi, A. Hadipour
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引用次数: 3

摘要

一旦储层流体被带到地面,它就会在生产装置中被分离成离散的油气流。这应该考虑到最大限度地提高石油产量和降低总成本。在此过程中,分离器压力的调节是实现最高采收率的关键。此外,对最佳分离段数的估算,将为生产装置的经济设计提供依据。通常利用闪蒸或平衡分离试验提供的PVT数据来调整分离器压力。在实验测试不可用的情况下,另一种方法可以是经验相关性。然而,这种试探性方法不准确,而且耗时,这可能会限制它们的效用。在本研究中,通过对伊朗某油田的案例研究,应用遗传算法(GA)和闪速计算解决了这一问题。为了使气油比(GOR)降至最低,试图优化每一级的设定点压力,提高流体的液占比。在此之前,考虑了四种情况来确定分离阶段的数量。为了确定最佳方案,进行了成本评估,最终选择了四分离器方案作为最经济的方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Separator Pressure Optimisation and Cost Evaluation of a Multistage Production Unit Using Genetic Algorithm
Once reservoir fluid is brought to the surface it is separated to discrete streams of oil and gas in production unit. This should be conducted with consideration of maximizing oil production and to decreasing total costs as well. The regulation of separators pressure is a key point to achieve the highest oil recovery in this process. In addition, estimating the optimum number of separation stages, would augment the design of production plant economically. Adjusting separator pressure is usually conducted by employing PVT data which are provided through flash or equilibrium separation tests. In case of experimental tests unavailability, an alternative method could be empirical correlations. However, such tentative methods contain inaccuracy and are also time consuming which may limit their utility. In this study the issue was addressed by applying genetic algorithm (GA) as well as flash calculation through a case study on one of Iranian oil field. It has been tried to optimize set point pressures of each stage and enhance liquid share of the fluid with respect to minimized gas oil ratio (GOR). Prior to this, four scenarios were considered for determining the number of separation stages. To determine the prime scenario, a cost evaluation was implemented which leaded to the selection of four-separator scenario as the most economical case.
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