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The Application of Geostatistical Methods to Prepare the 3D Petrophysical Model of Oil Reservoir

机译:地统计学方法在油藏三维岩石物理模型建立中的应用

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In this study, the petrophysical parameters such as density, sonic, neutron, and porosity were investigated and presented in the 3D models. The 3D models were built using geostatistical method that is used to estimate studied parameters in the entire reservoir. For this purpose, the variogram of each parameter was determined to specify spatial correlation of data. Resulted variograms were non-monotonic. That shows anisotropy of structure. The lithology and porosity parameters are the main causes of this anisotropy. The 3D models also show that petrophysical data has higher variation in north part of reservoir than south part. In addition to, the west limb of reservoir shows higher porosity than east limb. The variation of sonic and neutron data are similar whereas the density data has opposed variation.
机译:在这项研究中,对岩石物理参数(例如密度,声波,中子和孔隙率)进行了调查,并在3D模型中进行了介绍。使用地统计方法构建3D模型,该方法用于估计整个油藏中的研究参数。为此,确定每个参数的方差图以指定数据的空间相关性。所得的方差图是非单调的。这表明了结构的各向异性。岩性和孔隙率参数是造成各向异性的主要原因。 3D模型还显示,储层北部的岩石物理数据比南部的岩石物理数据具有更高的变化。另外,储层的西侧孔隙度比东侧孔隙度高。声波和中子数据的变化相似,而密度数据的变化却相反。

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