AI Artificial Lift Optimization
Machine learning for ESP and rod pump optimization
The Problem
“Optimize artificial lift to cut downtime”
Organizations face these key challenges:
1
Frequent pump-off, gas lock, and unstable inflow causing production losses and repeated field interventions
2
High energy costs and power constraints from non-optimal VSD settings, excessive gas injection, and inefficient operating regimes
3
Limited engineering capacity and inconsistent surveillance leading to slow optimization cycles and reactive failure management
Impact When Solved
1–5% production uplift through continuous setpoint optimization and reduced off-time10–25% fewer lift-related downtime hours via early anomaly detection and predictive maintenance5–15% lower power use and 5–20% lower maintenance/workover costs through improved runlife and fewer unnecessary callouts
The Shift
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