Complex Approach to Fault Description While Geosteering for Maximization Reservoir Contact in Horizontal Wells in West Siberia Oilfields

V. Krutko, T. Yurkina, Dmitriy Yurievich Kushnir, V. Karpov
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Abstract

The paper presents an interdisciplinary approach to the tectonic dislocations description based on the results of interpretation of seismic data, petrophysical analysis of well-logging data in horizontal wells and the results of inversion of the multifrequency propagation tool. On the materials of seismic surveys and logging-while-drilling data in horizontal wells of one of the oil fields in Western Siberia a cinsistent approach to fault identification and description is presented. Interpretation of seismic data allows predicting the fault presence along the horizontal well profile and gives preliminary estimation of the dipping and amplitude parameters of the fault surface. Utilizing the the logging-while-drilling data of a group of horizontal wells with the aim to improvement the geological model after fault crossing an approach including machine learning principles is proposed and tested. Application of inversion of the multifrequency propagation tool to one of the updated geological model with faults allowed to improve the estimations of the fault zone parameters.
西西伯利亚油田水平井储层接触最大化地质导向时断层描述的复杂方法
基于地震资料解释、水平井测井岩石物理分析和多频传播工具反演的结果,提出了一种多学科交叉的构造位错描述方法。根据西西伯利亚某油田水平井的地震调查资料和随钻测井资料,提出了一种统一的断层识别和描述方法。对地震数据的解释可以预测沿水平井剖面的断层存在,并对断层表面的倾角和振幅参数进行初步估计。利用一组水平井随钻测井资料,针对断层穿越后的地质模型进行改进,提出了一种结合机器学习原理的方法,并进行了试验。将多频传播工具的反演应用于一个带断层的更新地质模型,改进了断层带参数的估计。
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