Fast and accurate phase equilibrium calculations for condensate shale gas reservoirs 页岩凝析气藏相平衡的快速准确计算方法

Keyphrases

• Shale Gas Reservoir 100%
• Flash Calculation 100%
• Phase Equilibrium Calculation 100%
• Thermodynamics 66%
• Shale Gas 66%
• Numerical Model 66%
• Capillarity 66%
• Reservoir Fluid 66%
• Phase Equilibria 66%
• Calculation Scheme 66%
• Deep Learning Algorithm 66%
• Oil-gas Reservoir 33%
• Complex Fluids 33%
• Gas Phase 33%
• Thermodynamically Consistent Model 33%
• Self-adaptive 33%
• Phase number 33%
• Iterative Methods 33%
• Thermodynamic Properties 33%
• Prediction Accuracy 33%
• Physical Meaning 33%
• Pore Scale 33%
• Working Conditions 33%
• Thermodynamic Analysis 33%
• Wide Applicability 33%
• Capillary Effect 33%
• Convex Splitting 33%
• Peng-Robinson Equation of State 33%
• Number of Components 33%
• Neural Network 33%
• Deep Learning 33%
• Training Model 33%
• Diffuse Interface 33%
• Phase-type Distribution 33%
• Overfitting 33%
• Realistic Equation of State 33%
• Hyperparameters 33%
• Multiphase Flow Simulation 33%
• Thermodynamic Characteristics 33%
• Dynamic Evolution 33%
• Phase Stability Testing 33%
• Distribution Fields 33%
• Equilibrium Behavior 33%
• Phase Splitting 33%
• Adaptive Deep Learning 33%
• Equilibrium Processes 33%
• Output Features 33%

Engineering

• Shale Gas 100%
• Gas Reservoir 100%
• Condensate 100%
• Deep Learning 75%
• Equation of State 50%
• Reservoir Fluid 50%
• Capillarity 50%
• Numerical Model 50%
• Multiphase Flows 25%
• Gas-Phase 25%
• Applicability 25%
• Flow Simulation 25%
• Physical Meaning 25%
• Initial Phase 25%
• Good Prediction 25%
• Complex Fluid 25%
• Equilibrium Process 25%
• Stability Test 25%
• Phase Stability 25%

Chemical Engineering

• Deep Learning 100%
• Neural Network 33%