Development of a data-driven forecasting tool for hydraulically fractured, horizontal wells in tight-gas sands

Keyphrases

• Tight Sandstone 100%
• Forecasting Tool 100%
• Hydraulically Fractured Horizontal Well 100%
• Data-driven Forecasting 100%
• Modeling Approach 66%
• Horizontal Well 66%
• Well Performance 66%
• Artificial Neural Network 33%
• Performance Prediction 33%
• Monte Carlo Simulation 33%
• Numerical Model 33%
• Operational Parameters 33%
• Physics-based 33%
• Performance Estimation 33%
• Order of Accuracy 33%
• Graphical User Interface 33%
• Acceptable Accuracy 33%
• Data-driven Model 33%
• Hydraulic Fracture 33%
• Williams Fork Formation 33%
• Low Permeability 33%
• Fracture Characteristics 33%
• Well Design 33%
• Unconventional Resources 33%
• Numerical Simulation Model 33%
• Cumulative Gas Production 33%
• Practicing Engineers 33%
• Multiple Hydraulic Fractures 33%
• Well Trajectory 33%
• High Heterogeneity 33%
• Tight Sandstone Gas Reservoir 33%

Engineering

• Horizontal Wells 100%
• Tight Gas 100%
• Hydraulic Fracturing 66%
• Numerical Model 33%
• Initial Condition 33%
• Gas Production 33%
• Fracture Behavior 33%
• Well Design 33%
• Artificial Neural Network 33%
• Simulation Mode 33%
• Graphical User Interface 33%