Integrating inflow control valve control with LSTM networks for oil production forecasting in horizontal intelligent well application

Integrating inflow control valve control with LSTM networks for oil production forecasting in horizontal intelligent well application

Abstract Inflow Control Valves (ICVs) are pivotal components in intelligent horizontal well systems, enabling precise fluid flow regulation and enhancing reservoir management. Despite their advantages, ICV-equipped wells pose a significant challenge for accurate oil production forecasting. Tradition...

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Bibliographic Details
Main Authors: Liang Zhang, Zhong Cheng, Zhouzheng Hao, Kai Zuo, Kefei Liu
Format: Article
Language:English
Published: SpringerOpen 2025-02-01
Series:Journal of Petroleum Exploration and Production Technology
Subjects:
Oil production forecasting
Inflow control valves
Long short-term memory networks
Machine learning in oil and gas
Online Access:https://doi.org/10.1007/s13202-025-01964-2

Internet

https://doi.org/10.1007/s13202-025-01964-2

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