A data-driven PCA-RF-VIM method to identify key factors driving post-fracturing gas production of tight reservoirs

A data-driven PCA-RF-VIM method to identify key factors driving post-fracturing gas production of tight reservoirs

Hydraulic fracturing technology has achieved remarkable results in improving the production of tight gas reservoirs, but its effectiveness is under the joint action of multiple factors of complexity. Traditional analysis methods have limitations in dealing with these complex and interrelated factors...

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Bibliographic Details
Main Authors: Yifan Zhao, Xiaofan Li, Lei Zuo, Zhongtai Hu, Liangbin Dou, Huagui Yu, Tiantai Li, Jun Lu
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-06-01
Series:Energy Geoscience
Subjects:
Data-driven method
Controlling factor
Hydraulic fracturing
Gas production
Online Access:http://www.sciencedirect.com/science/article/pii/S2666759225000320
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