在钻井过程中,精细检测层层信息的方法-从频率的角度来看,扭矩的集中分布
Jingyi Cheng1,2, Xin Sun1,2, Zhijun Wan1,2
1School of Mines, China University of Mining and Technology, Xuzhou 221116, China.
Sensors (Basel, Switzerland)
|September 13, 2025
概括
钻井时测量 (MWD) 技术通过分析扭矩数据频率分布来改善地质勘探. 这种方法可以准确预测岩石强度和估计层厚度,从而提高地质识别.
科学领域:
- 地质地质地质地质地质地
- 地质物理学 地质物理学
- 钻井工程 钻井工程
背景情况:
- 钻井过程中的测量 (MWD) 对于地质勘探至关重要.
- 由于数据波动和参数不可靠性,现有的地质识别模型缺乏准确性.
- 扭矩数据分析为改善岩石特征提供了潜在的可能性.
研究的目的:
- 分析不同强度岩石的扭矩数据频率分布.
- 开发频率分布特征间隔的定量模型.
- 基于这些特征,提出一种新的岩石信息预测方法.
主要方法:
- 对不同岩石强度的扭矩响应频率分布的分析.
- 建立频率分布特征区间 (CIS和CIM) 的定量模型.
- 在定义的间隔内使用扭矩数据开发岩石强度预测模型.
主要成果:
- 同质岩石显示单模扭矩频率分布;复合岩石显示多模模式.
- 岩石强度预测模型的平均准确率为85.3%.
- 在特征间隔内的扭矩频率可以估计岩层厚度.
结论:
- 拟议的频率分布特征间隔模型提高了岩石信息识别的准确性.
- 扭矩数据分析提供了一种可靠的方法来预测岩石强度和层层厚度.
- 这项研究促进了MWD技术在地质勘探中的应用.
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