Real Time Inversion and Field Test of LWD Azimuthal Electromagnetic Waves Based on Quasi-Newton Method

杨震, 于其蛟, 马清明
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引用次数: 0

Abstract

In order to determine the formation interface azimuth and distance by using the data measured by LWD azimuthal electromagnetic wave resistivity logging instrument using the quasi-Newton inversion algorithm.The objective was provide a decision-making basis for geosteering,an accurate and reliable inversion method must be used.For the LWD azimuthal electromagnetic wave resistivity logging instrument,an application model of geological guidance has been established and simulated its response characteristics.By studying the quasi-Newton inversion algorithm and process,the Jacobian matrix was obtained with less calculation cost in the inversion process,which greatly speeds up the inversion.At the same time,the correctness and accuracy of this algorithm were verified by using the theoretical inversion model including both single interface and a double interface strata model.The field test of Well Cao-XX in Shengli Oilfield showed that the real-time inversion results were consistent with the imaging display of azimuthal electromagnetic wave resistivity and also with the drilling/completion/logging results in later stages.This inversion method can meet the requirements of real time geo-steering by efficient and accurate calculation of azimuthal electromagnetic wave resistivity.
基于准牛顿法的随钻方位电磁波实时反演及现场试验
利用随钻方位电磁波电阻率测井仪测量数据,采用拟牛顿反演算法确定地层界面方位角和距离。为了为地质导向提供决策依据,必须采用准确可靠的反演方法。针对随钻方位电磁波电阻率测井仪,建立了地质导向应用模型,并模拟了其响应特征。通过研究拟牛顿反演算法和过程,在反演过程中以较少的计算代价得到雅可比矩阵,大大加快了反演速度。同时,利用含单界面和双界面地层模型的理论反演模型验证了该算法的正确性和准确性。胜利油田曹xx井现场试验表明,实时反演结果与方位电磁波电阻率成像显示及后期钻/完井/测井结果一致。该反演方法能够高效、准确地计算方位电磁波电阻率,满足实时地质导向的要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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