Yu Hua-Wei, Zhu Qian, Wang Hu, Song Sen, Liu Rui, Yang Zheng-Chun, Yue Ai-Zhong, Luo Lin
National Key Laboratory of Deep Oil and Gas, China University of Petroleum (East China), Qingdao, 266580, China; School of Geosciences, China University of Petroleum (East China), Qingdao, 266580, China.
School of Geosciences, China University of Petroleum (East China), Qingdao, 266580, China.
Appl Radiat Isot. 2024 Aug;210:111368. doi: 10.1016/j.apradiso.2024.111368. Epub 2024 May 24.
The use of X-ray sources in place of the Cs sources used in traditional lithology density logging methods has become a new trend in the development of nuclear logging techniques. How to eliminate the effects of drilling fluids or mudcake in the measurement process is a key question that determines the accuracy of measurement. In order to reduce the effects of mudcake and improve the accuracy of measurement of formation parameters, this paper presents an inversion method that can accurately calculate formation and borehole parameters and is suitable for X-ray lithology density logging. The general process of this inversion method is described below. First, a response model for broad-beam attenuation during X-ray lithology density logging is derived. Subsequently, the responses of four detectors under various formation and borehole conditions are studied by means of Monte Carlo simulation, and the energy spectra measured by each detector are divided into four energy windows (ranges) depending on the correlation with formation parameters. Finally, accurate values of formation and borehole parameters are obtained through iterative inversion using the Levenberg-Marquardt (LM) algorithm. The results of this study show that compared with previously established analysis methods, the inversion method based on forward modeling can effectively improve the accuracy of measurement of formation density and lithology index during X-ray lithology density logging, reduce the influence of the borehole environment, and overcome the deficiencies of data processing techniques based on the spine and ribs plot.
在核测井技术发展中,采用X射线源取代传统岩性密度测井方法中使用的铯源已成为一种新趋势。如何在测量过程中消除钻井液或泥饼的影响是决定测量精度的关键问题。为了减少泥饼的影响并提高地层参数测量的准确性,本文提出了一种适用于X射线岩性密度测井的反演方法,该方法能够准确计算地层和井眼参数。下面描述这种反演方法的一般过程。首先,推导了X射线岩性密度测井中宽束衰减的响应模型。随后,通过蒙特卡罗模拟研究了在各种地层和井眼条件下四个探测器的响应,并根据与地层参数的相关性将每个探测器测量的能谱划分为四个能量窗口(范围)。最后,使用Levenberg-Marquardt(LM)算法通过迭代反演获得地层和井眼参数的准确值。研究结果表明,与先前建立的分析方法相比,基于正演模拟的反演方法能够有效提高X射线岩性密度测井中地层密度和岩性指数测量的准确性,减少井眼环境的影响,并克服基于“脊肋图”数据处理技术的不足。