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RISA Computational Fluid Dynamics Simulation and Flow Patterns’ Prediction Model for Multiphase Flow in CO2-EOR Production Wells
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. To address the limitation that existing vertical wellbore flow pattern prediction models are not applicable to CO2-enhanced oil recovery (CO2-EOR) production wells in CO2-flooded reservoirs, a detailed flow field ...
A Deep-Learning-Based LSTM Approach for Multiphase Rate Transient Analysis in Tight and Ultratight Reservoir
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper developed a long short-term memory (LSTM)-based deep learning for rate transient analysis in tight and ultratight (shale) reservoirs and proposed a workflow to quantitatively evaluate fracture parameters. The ...
A Deep-Learning-Based LSTM Approach for Multiphase Rate Transient Analysis in Tight and Ultratight Reservoir
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper developed a long short-term memory (LSTM)-based deep learning for rate transient analysis in tight and ultratight (shale) reservoirs and proposed a workflow to quantitatively evaluate fracture parameters. The ...
Study of Oilfield Development Cost Market Index Modeling Based on Big Data
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Due to recent oil price fluctuations, oil companies have optimized assets and promoted joint ventures, leading to a need for fast, accurate oilfield asset evaluation, including development and growth costs. Oilfield ...