Edge-Deployed Machine Learning Sensor (MLSensor) for Real-Time Anomaly Detection in Electrical Submersible
Electrical Submersible Pumps (ESPs) are critical artificial lift assets whose unexpected failure causes significant non-productive time and workover costs, with unplanned shutdowns lasting up to several weeks. Existing monitoring systems rely on reactive, threshold-based alarms applied to surface measurements. These...