首页|基于多元线性回归的页岩油储层压裂效果预测方法研究

基于多元线性回归的页岩油储层压裂效果预测方法研究

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在页岩油等非常规油气开发过程中压裂技术至关重要,有效的压裂效果预测对提高油气产量尤为关键.通过主成分分析和含交互项的多元线性回归模型构建,建立起测井数据、压裂施工数据与储层产量的关系.这为页岩油井压裂效果评估提供了新方法,但其在不同地质条件下的普适性仍需进一步研究验证.
A Prediction Method of Shale Oil Reservoir Fracturing Effect Based on Multiple Linear Regression
In the development of unconventional oil and gas such as shale oil,fracturing technology plays a key role,and accurately predicting the fracturing effects is essential for enhancing oil and gas production.This paper establishes a connection between logging data,fracturing construction data,and oil production through principal component analysis and a multiple linear regression model with interaction terms.This method offers a new approach for assessing the fracturing effects of shale oil wells.However,its applicability under different geological conditions requires further study and verification.

Multiple Linear RegressionShale OilFracturingPrediction

刘文祎、王涛

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中国石油川庆钻探工程有限公司长庆井下技术作业公司 陕西 西安 710018

多元线性回归 页岩油 压裂 预测

2024

石化技术
中国石化集团资产经营管理有限公司北京燕山石化工分公司

石化技术

影响因子:0.261
ISSN:1006-0235
年,卷(期):2024.31(6)