机器学习增强了使用集成井记录和泥记录的形成压力预测

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Updated: Sep 17, 2025

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Jiwen Liang1, Ming Luo1, Wentuo Li1

  • 1Hainan Branch of CNOOC (China) Co., Ltd, Haikou, 570100, Hainan, China.

Scientific reports
|July 3, 2025
PubMed
概括

在石油工程中,准确预测高压形成压力至关重要. 使用井记录和泥记录数据的新综合模型,特别是IWM-GABP机器学习方法,显著提高了预测准确性,降低了钻井风险.

关键词:
造成异常高压的情况.准确的预测准确的预测集成日志数据集成日志数据机器学习是机器学习.孔隙压力是指孔隙压力.

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Fluid pressure is commonly measured using devices called manometers, which rely on liquid columns to indicate pressure differences. The height of a liquid column in a manometer reflects the pressure exerted by the fluid, providing a simple yet effective means of measurement. Different types of manometers serve specific purposes based on their configurations and the type of fluids involved.
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