14. Production Prediction and Sweet Spot Mapping

Near-wellbore volume seismic attributes and upscaling
User can define near-wellbore volume (NWV) in the horizontal well segment, with varying width and height values which define a series of ellipsoid. Statistics of seismic attributes in NMVs used as input for machine learning and data analysis process.
Data analysis
All available data analysis and machine learning functions can be applied to production data and seismic attribute statistics.
Predict sweet spots for drilling
Predicted production potential map or 3-D grids can be generated from the machine learning process.