Enhancing Production Prediction in Shale Gas Reservoirs Using a Hybrid Gated Recurrent Unit and Multilayer Perceptron (GRU-MLP) Model

Enhancing Production Prediction in Shale Gas Reservoirs Using a Hybrid Gated Recurrent Unit and Multilayer Perceptron (GRU-MLP) Model

Shale gas has revolutionized the global energy supply, underscoring the importance of robust production forecasting for the effective management of well operations and gas field development. Nonetheless, the intricate and nonlinear relationship between gas production dynamics and physical constraint...

Full description

Bibliographic Details
Main Authors: Xianlin Ma, Mengyao Hou, Jie Zhan, Rong Zhong
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Applied Sciences
Subjects:
GRU
hybrid neural network
LSTM
shale gas
well production
Online Access:https://www.mdpi.com/2076-3417/13/17/9827

Internet

https://www.mdpi.com/2076-3417/13/17/9827

Similar Items