Sep 2026
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...
Long Peng, Chuan-He Ma, Qing-Xia Wu et al.
· GOTECH · 0 citations