Qing-Xia Wu

Enhancing ESP Uptime: Hybrid Approach Integrating Deep Learning, Expert Knowledge, and Physics-Based Modeling for ESP Failure Prediction

Electric Submersible Pumps (ESPs) are widely used in oilfield artificial lift operations but are prone to frequent failures due to complex downhole conditions, including multiphase flow, harsh temperature–pressure environments, gas, solid, and strong coupling between pump and motor dynamics. Conventional approaches b...