Rapid production forecasting for heterogeneous gas-condensate shale reservoir
In the upstream oil and gas industry, production forecasting is crucial for decision making,
investment allocation, reservoir management, and field development. While traditional …
investment allocation, reservoir management, and field development. While traditional …
Effects of early-time production data on machine-learning-assisted long-term production forecasting
Production forecasting is crucial for field development. Machine Learning models have
shown the potential to overcome limitations of conventional methods like Numerical …
shown the potential to overcome limitations of conventional methods like Numerical …
[HTML][HTML] An Improved Decline Curve Analysis Method via Ensemble Learning for Shale Gas Reservoirs
Y Zhou, Z Gu, C He, J Yang, J Xiong - Energies, 2024 - mdpi.com
As a clean unconventional energy source, shale gas reservoirs are increasingly important
globally. Accurate prediction methods for shale gas production capacity can bring significant …
globally. Accurate prediction methods for shale gas production capacity can bring significant …
Use of Transfer Learning in Shale Production Forecasting
Production forecasting is vital in the oil and gas sector, empowering engineers with insights
for effective reservoir management. This paper introduces the concept of Transfer Learning …
for effective reservoir management. This paper introduces the concept of Transfer Learning …
Rapid Production Forecasting for Hydraulically Fractured Wells in Heterogeneous Shales
Production forecasting is crucial for field development. Machine Learning models have
shown the potential to overcome limitations of the conventional methods like Numerical …
shown the potential to overcome limitations of the conventional methods like Numerical …