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应用地球物理  2020, Vol. 17 Issue (3): 390-400    DOI: 10.1007/s11770-020-0830-x
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大斜度井/水平井随钻电磁波测井各向异性电阻率快速反演*
王磊1,2,3,巫振观♦,1,范宜仁1,2,霍立壮1
1.中国石油大学(华东)地球科学与技术学院,山东青岛 266580;
2.海洋国家实验室海洋矿产资源评价与探测技术功能实验室,山东青岛 266071;
3. 页岩油气富集机理与有效开发国家重点实验室,北京 100101          
Fast anisotropic resistivities inversion of loggingwhile- drilling resistivity measurements in highangle and horizontal wells*
Wang Lei 1,2,3, Wu Zhen-Guan 1, Fan Yi-Ren 1,2, and Huo Li-Zhuang 1
1. School of Geosciences, China University of Petroleum (East China), Qingdao, Shandong 266580, China.
2. Laboratory for Marine Mineral Resources, Qingdao National Laboratory for Marine Science and Technology, Qingdao,266071, China.
3. State Key Laboratory of Shale Oil and Gas Enrichment Mechanisms and Eff ective Development, Beijing 100101.
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摘要 随钻测井过程中,各向异性地层电阻率的确定对实时地层相关对比、模型更新及地质导向决策至关重要。受复杂测井环境影响,随钻电磁波测井常出现曲线分离与视电阻率“犄角”等异常响应,导致地层真电阻率实时获取困难。在本文中,我们提出了一种适用于大斜度井/水平井随钻电磁波测井资料的地层各向异性电阻率快速反演方法。该反演方法主要基于以下几个技术:(1)采用1 维三层地层模型以减少反演参数和保证正演效率;(2)为避免无效反演结果同时减少反演参数
搜索范围,对反演参数施加地质、岩石物理和仪器约束,其中仪器约束取决于对随钻电磁波测井仪器的探测能力分析;(3)对反演模型进行多初值初始化,以保证解的全局最优性。反演结果表明1 维反演可以快速、准确获得地层水平和垂直电阻率信息,且反演算法适用于复杂地层结构。
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关键词随钻电磁波测井   各向异性电阻率   快速反演   大斜度井/水平井     
Abstract: Information about anisotropic resistivity is essential in real-time correlation, updating of formation model and making more confident geosteering decisions in logging-while-drilling (LWD) application. However, abnormal responses such as curve separations and apparent resistivity “horns” often exist in the LWD resistivity measurements due to the influences of complex downhole environments. Thus, accurate formation resistivity is not readily available. In this paper, we present an efficient inversion scheme for the rapid estimation of anisotropic resistivity from LWD resistivity measurements acquired in high-angle and horizontal wells. Several strategies are adopted in the inversion: (1) a one-dimensional (1D) simulator with a simplified three-layered model guarantees the forward speed and keeps the number of inverted parameters as few as possible; (2) combined with geological and petrophysical bounds, the tool constraints derived from a detection capability analysis of LWD resistivity measurements are applied to scale down the inverted parameters’ searching scope, which avoids meaningless solutions and accelerates the inversion significantly; (3) multiple-initial guesses are used in the inversion to ensure a global solution. Inversion results over synthetic examples demonstrate that the proposed 1D inversion algorithm is well suited for complex formation structures. It is also robust and fast in extracting anisotropic resistivities from LWD resistivity measurements.
Key wordslogging-while-drilling resistivity logging   anisotropic resistivity   fast inversion   high-angle/horizontal well   
收稿日期: 2020-07-07;
基金资助:

本研究项目由国家自然科学基金项目(编号:41904109, 41974146, 42074134)、山东省博士后创新项目(编号:sdbh20180025)、中国博士后基金(编号:2018M640663)、页岩油气富集机理与有效开发国家重点实验室开放基金(编号:20-YYGZ-KF-GC-11)和电波环境特性及模化技术重点实验室基金 (编号:6142403200307) 资助。

通讯作者: 巫振观 (E-mail: wuzg2014@163.com)      E-mail: wuzg2014@163.com
作者简介: 第一作者:王磊, 2012 年获中国石油大学(华东)学士学位,2018 年获中国石油大学(华东)博士学位,现为中国石油大学(华东)特任副教授,主要从事电法测井正反演与电测井解释研究。Email:upcwanglei199133@163.com 通讯作者:巫振观, 2014 年获中国石油大学(华东)学士学位,现为中国石油大学(华东)在读博士研究生,研究方向为电法测井快速正反演及电测井解释。E-mail:wuzg2014@163.com
引用本文:   
. 大斜度井/水平井随钻电磁波测井各向异性电阻率快速反演*[J]. 应用地球物理, 2020, 17(3): 390-400.
. Fast anisotropic resistivities inversion of loggingwhile- drilling resistivity measurements in highangle and horizontal wells*[J]. APPLIED GEOPHYSICS, 2020, 17(3): 390-400.
 
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