ISSN 1673-8217 CN 41-1388/TE
主管:中国石油化工集团有限公司 主办:中国石油化工股份有限公司河南油田分公司
姚君波, 袁立, 崔龙涛, 何芬, 陈存良. 2018: 应用聚类分析和数值模拟技术处理渗透率方法. 石油地质与工程, 32(05): 99-102+125.
引用本文: 姚君波, 袁立, 崔龙涛, 何芬, 陈存良. 2018: 应用聚类分析和数值模拟技术处理渗透率方法. 石油地质与工程, 32(05): 99-102+125.
YAO Junbo, . 2018: A method of permeability treatment by clustering analysis and numerical simulation. Petroleum Geology and Engineering, 32(05): 99-102+125.
Citation: YAO Junbo, . 2018: A method of permeability treatment by clustering analysis and numerical simulation. Petroleum Geology and Engineering, 32(05): 99-102+125.

应用聚类分析和数值模拟技术处理渗透率方法

A method of permeability treatment by clustering analysis and numerical simulation

  • 摘要: 在油藏数值模拟过程中,渗透率、含油饱和度、孔隙度等重要物性参数都是从地质模型中导出的,这些参数的准确性对制定各项开发方案非常重要,其中渗透率具有各向异性的特点,但是从模型中导出的渗透率只有一维的数值,对此以往的处理方法是根据经验赋值来确定三维方向上的渗透率值,这样就大大降低了其准确性。将Ward聚类分析方法引入到油藏数值模拟中,经过空间几何处理后可得到三维模拟网格中渗透率数据,大大提高了数值模拟的精确度。该方法在生产实例中得到了很好的应用,为油田高效开发方案的制定提供了有力依据。

     

    Abstract: In the process of reservoir numerical simulation, the permeability, oil saturation, porosity and other important physical parameters are derived from the geological mode. The accuracy of these parameters is particularly important for making various development programs, among which the permeability has the anisotropic characteristic, while the permeability can be only derived from the model in one dimensional. The accuracy is greatly reduced by determining permeability values in three dimensions according to the empirical assignment. The Ward method clustering analysis method will be first introduced into reservoir numerical simulation, and then the permeability data can be obtained by spatial geometry processing, which greatly improves the accuracy of numerical simulation. This method has been applied well in production examples, which provides a strong basis for the formulation of efficient development program of oilfield.

     

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