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The Performance of Pseudofunctions in the Upscaling Process

机译:伪函数在升级过程中的性能

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To obtain a reliable characterization of complexreservoirs, geoscientists and petroleum engineers commonlybuild geologic or geostatistical reservoir models which containmore than a million grid cells. However, for flow simulationsuch a detailed description demands a great deal ofinformation and processing time. Therefore, less complexmodels are usually preferred where the number of grid cellsmust be reduced by a factor of 10 or more. Such scaling upnecessarily involves the loss of information that must becaptured through upscaling porosity, permeability and the useof pseudofunctions. The main objective of this paper is todetermine a general method for using pseudofunctions forupscaling multiphase flow in 3D anisotropic heterogeneousreservoirs with different capillary and gravity numbers andapplying the method to a real field case "Hassi MessaoudField - Algeria".The performance of different types ofpseudofunctions is evaluated under different capillary andgravity numbers, and upscaling levels. As a part of thisresearch study a software package to calculatepseudofunctions has been developed. It includes: (1) the inputoption from ECLIPSE restart files (2) generates pseudo curvesfor three phase three-dimensional problems using Kyte andBerry, Pore Volume, Stone, and Transmissibility Weightedmethods, and (3) generates output file format which can beread by ECLIPSE 100?. A variety of homogeneous fine gridmodels representing different flow regimes were considered inthis study and the performance of several pseudofunctionmethods was compared. All the pseudo function methodssucceeded in reproducing the fine grid watercut andmaintained oil production for the capillary dominated,equilibrium, viscous dominated flows, however, for thegravity dominated flow they failed to match the fine gridcurve exactly. Although this shortcoming of thepseudofunction curves gives better results than the rockcurves.Next in this study, the results of the waterflood of aheterogeneous 3-D model of HMD Zone 17 are presented.This real field model confirmed the homogeneous case results:for high flow rates the pseudofunctions can be appliedsuccessfully to upscale from fine to coarse grid simulation.
机译:获得复杂的可靠表征 通常是油藏,地球科学家和石油工程师 建立包含以下内容的地质或地统计学储层模型: 超过一百万个网格单元。但是,对于流量模拟 如此详细的描述需要大量 信息和处理时间。因此,不太复杂 在网格单元数较多的情况下,通常首选模型 必须减少10倍或更多。这样的扩大 必然涉及必须丢失的信息 通过扩大孔隙率,渗透率和用途来捕获 伪功能。本文的主要目的是 确定在以下情况下使用伪函数的一般方法 3D各向异性非均质性中的多相流扩展 具有不同毛细管数和重力数的储层,以及 将该方法应用于实际案例“ Hassi Messaoud 领域-阿尔及利亚”。 不同类型的性能 在不同的毛细管下评估假功能 重力数字和提升级别。作为其中的一部分 研究研究软件包以进行计算 伪函数已开发。它包括:(1)输入 ECLIPSE重新启动文件中的选项(2)生成伪曲线 使用Kyte和 浆果,毛孔体积,石头和透射率加权 方法,以及(3)生成输出文件格式,该格式可以是 由ECLIPSE 100阅读?各种均质细格 在模型中考虑了代表不同流态的模型 这项研究和几种伪功能的表现 方法进行了比较。所有伪函数方法 成功地复制了精细的网格含水率和 维持毛细管占主导的采油量, 平衡,粘性为主的流动,但是,对于 重力为主的流,它们无法与精细网格匹配 准确地弯曲。虽然这个缺点 伪函数曲线给出比岩石更好的结果 接下来是这项研究的水淹结果 提出了HMD Zone 17的异构3-D模型。 这个真实模型证实了同类案例的结果: 对于高流量,可以应用伪函数 成功地从精细到粗略的网格仿真进行了升级。

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