EUR Prediction for Shale Gas Wells Based on the ROA-CatBoost-AM Model

EUR Prediction for Shale Gas Wells Based on the ROA-CatBoost-AM Model

Shale gas is a critical energy resource, and estimating its ultimate recoverable reserves (EUR) is a key indicator for evaluating the development potential and effectiveness of gas wells. To address the challenges in accurately predicting shale gas EUR, this study analyzed production data from 200 w...

Full description

Saved in:
Bibliographic Details
Main Authors: Weikang He, Xizhe Li, Yujin Wan, Honming Zhan, Nan Wan, Sijie He, Yaoqiang Lin, Longyi Wang, Wenxuan Yu, Liqing Chen
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Applied Sciences
Subjects:
machine learning
shale gas
production prediction
primary control factors
Online Access:https://www.mdpi.com/2076-3417/15/4/2156
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/2076-3417/15/4/2156

Similar Items