An early warning system for oil wells based on improved long short-term memory network

An early warning system for oil wells based on improved long short-term memory network

Timely and accurate oil well production warnings are crucial for optimizing oilfield management and enhancing economic returns. Traditional methods for predicting oil well production and early warning systems face significant limitations in terms of adaptability and accuracy. Artificial intelligence...

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Bibliographic Details
Main Authors: Jinman Li, Chunsheng Zhang, Yang Lin, Yimeng Liu, Qingshuang Jin, Tianhao Xiao, Xiaoqi Liu, Ying Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Earth Science
Subjects:
early warning system
LSTM
warning threshold
feature fusion
water cut
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2024.1508776/full
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