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首页> 外文期刊>Chemistry and Technology of Fuels and Oils >PRACTICAL APPLICATION OF A COMBINATION OF PRINCIPAL COMPONENT ANALYSIS AND CLUSTER ANALYSIS TO EVALUATE THE PARAMETERS OF LAYERED HETEROGENEOUS FORMATIONS IN DAGANG OIL FIELD
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PRACTICAL APPLICATION OF A COMBINATION OF PRINCIPAL COMPONENT ANALYSIS AND CLUSTER ANALYSIS TO EVALUATE THE PARAMETERS OF LAYERED HETEROGENEOUS FORMATIONS IN DAGANG OIL FIELD

机译:主成分分析与聚类分析相结合来评价大港油田非均质层状参数的实际应用

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摘要

We take five parameters describing the properties of rocks (drillability, abrasive resistance, hardness, plasticity, and compressive strength) as the initial factors used for principal component analysis. Using this method, we obtained two principal components and composite scores, which we then treated using cluster analysis. These operations allow us to make a comprehensive evaluation of all 20 strata in the Dagang oil field (China). The results show that the 20 strata can be divided into four groups, which can provide a basis for drill bit selection and drilling design in the Dagang oil field.
机译:我们采用五个参数来描述岩石的特性(可钻性,耐磨性,硬度,可塑性和抗压强度)作为用于主成分分析的初始因素。使用这种方法,我们获得了两个主要成分和综合评分,然后使用聚类分析对其进行了处理。这些操作使我们能够对中国大港油田的所有20个地层进行综合评估。结果表明,该20层可分为四类,可为大港油田的钻头选择和钻探设计提供依据。

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