Development of ANN-based predictive model for miscible CO₂ flooding in sandstone reservoir

Keyphrases

• Neural Network 100%
• Predictive Models 100%
• Artificial Neural Network 100%
• Sandstone Reservoir 100%
• Recovery Factor 100%
• CO2 Flooding 100%
• Artificial Neural Network Model 75%
• Operating Conditions 50%
• CO2 Injection 50%
• CO2-EOR 50%
• Neural Network Architecture 50%
• Oil Industry 25%
• Reservoir Simulation 25%
• Network Parameters 25%
• Relative Error 25%
• Learning Rate 25%
• Training Process 25%
• Pattern Model 25%
• Hidden Layer 25%
• Test Validation 25%
• Trial-and-error 25%
• Architectural Model 25%
• Condition Variables 25%
• Reservoir Characteristics 25%
• Reservoir Geometry 25%
• Number of Neurons 25%
• Oil Viscosity 25%
• Testing Data 25%
• Neural Network Training 25%
• Minimization Algorithm 25%
• EOR Screening 25%
• Light Oil 25%
• Incremental Recovery 25%
• EOR Methods 25%
• Average Relative Error 25%
• Network Validation 25%
• Hidden Layer number 25%
• Five-spot Well Pattern 25%
• Production Period 25%
• Numerical Reservoir Simulator 25%
• Log-sigmoid 25%
• Feed-forward Back-propagation 25%
• Input-Output Parameters 25%
• Sigmoid Transfer Function 25%

Engineering

• Artificial Neural Network 100%
• Recovery Factor 80%
• Artificial Neural Network Model 60%
• Hidden Layer 40%
• Neural Network Architecture 40%
• Relative Error 40%
• Simulation Result 20%
• Simulators 20%
• Input Data 20%
• Spot Pattern 20%
• Output Parameter 20%
• Feedforward 20%
• Light Oil 20%
• Neural Network Training 20%
• Reservoir Characteristic 20%
• Oil Viscosity 20%
• Screening Criterion 20%
• Sigmoid Transfer Function 20%
• Backpropagation 20%