Mahmoud Jumaa

Machine Learning-Based Production Rate Forecasting from ESP Parameters with SHAP Explainable AI

Abstract Electrical submersible pump (ESP) wells often operate without continuous flow metering, forcing engineers to infer rate from sparse tests and noisy telemetry. This study builds a virtual flow metering workflow that predicts daily oil rate directly from ESP operating parameters and explains each prediction usin...