SIMULATED DATA
ATTENTION REQUIRED

Analytics & reports

Prototype Simulation Model · synthetic values are calculated locally from operating assumptions.

Simulated operational datasets

Synthetic data structure representative of production, CSS, SRP, equipment and reservoir sources.

DateWell IDOil productionWater cutReservoir pressure
2026-08-24BGW-0189 BOPD67%18.2 bar
2026-08-25BGW-0376 BOPD71%17.8 bar
2026-08-26BGW-0594 BOPD65%18.5 bar
2026-08-27BGW-0771 BOPD73%17.2 bar
2026-08-28BGW-0185 BOPD68%18 bar

Dataset coverage

Production

date, well ID, oil production, water cut, pressure

CSS

cycle, steam volume, pressure, duration, soak, response

SRP

SPM, stroke, VFD, rod load, fillage, efficiency

Equipment

rod failures, pump unsetting, maintenance

Reservoir

temperature, pressure, viscosity, fluid properties

AI architecture

Prototype Simulation Model — architecture shown for concept demonstration.

1
Historical Data
2
Data Processing
3
Digital Twin
4
Prediction Models
5
Optimization Engine
6
AI Recommendations
7
Operator

MODEL SUITE

Production forecasting · temperature prediction · viscosity prediction · rod failure prediction · rod floating detection · CSS optimization · SRP optimization · multi-objective optimization.

Operational benefits

Increased oil production / recovery
Reduced SOR and energy per barrel
Fewer rod failures and pump unsetting events
Predictive instead of reactive decisions
Built with GenMB
Built with GenMB