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一种估算蒙特尼地层动态剪切速度的工作方法。

A working method for estimating dynamic shear velocity in the montney formation.

作者信息

Iwuoha Sochi C, Pedersen Per K, Clarkson Christopher R, Gates Ian D

机构信息

Department of Geosciences, University of Calgary, Canada.

Department of Chemical and Petroleum Engineering, University of Calgary, Canada.

出版信息

MethodsX. 2019 Aug 23;6:1876-1893. doi: 10.1016/j.mex.2019.08.013. eCollection 2019.

Abstract

In this paper, we present a customized method for estimating sonic shear velocity (Vs) from compressional velocity (Vp) logs in the Montney Formation, in wells lacking dipole sonic data. Following a multi-scenario analysis that comprised of assessing empirical Vs estimation relations [including lithology, porosity (Ø), and volume of clay (V)-based Vs estimation techniques], bivariate statistics, and machine learning, we found that the Greenberg & Castagna (1992) shale lithology constants yield Vs log estimates that best match the measured Montney Formation Vs in our study area, with a regional correlation coefficient of 0.8. We have therefore customized the Vs estimation method in our study to use the Greenberg & Castagna (1992) shale lithology constants. Our working method: •Improves the efficacy of Vs log estimation from Vp logs in the study area•Demonstrates the importance of calibrating empirical relations for Vs estimation to a specific formation, and•Provides a more accurate complementary Vs log dataset for subsequent regional reservoir characterization studies.

摘要

在本文中,我们提出了一种定制方法,用于在缺乏偶极声波数据的井中,根据蒙特尼组纵波速度(Vp)测井估算横波速度(Vs)。在进行了多方案分析之后,该分析包括评估经验Vs估算关系(包括基于岩性、孔隙度(Ø)和粘土体积(V)的Vs估算技术)、双变量统计和机器学习,我们发现格林伯格和卡斯塔尼亚(1992)页岩岩性常数得出的Vs测井估算值与我们研究区域内实测的蒙特尼组Vs最匹配,区域相关系数为0.8。因此,我们在研究中定制了Vs估算方法,以使用格林伯格和卡斯塔尼亚(1992)页岩岩性常数。我们的工作方法:•提高了研究区域内根据Vp测井估算Vs测井的效率•证明了针对特定地层校准Vs估算经验关系的重要性,并且•为后续区域储层表征研究提供了更准确的补充Vs测井数据集。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6893/6727007/dd47b9f8286d/fx1.jpg

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