Multi-Well Production Optimization for a Large Oil & Gas Operator
Challenges
- A large oil & gas company operates multiple oilfields where production teams must monitor and optimize dozens of wells simultaneously.
- Control tasks are highly complex, involving more than a hundred interacting parameters, against constant operational instability — pressure fluctuations, equipment degradation, choke changes.
- Operator attention is dispersed, and optimization has to be coordinated across single wells and multi-well clusters at the same time.
Approach
We developed an AI-powered optimization solution for oilfield operations, helping production teams monitor and optimize multiple wells simultaneously.
The system forecasts near-term operational outcomes, recommends optimal setpoints, and coordinates decisions across single wells, well clusters, and field-level operations.
Key features
- Predictive deep-learning model for wells and clusters
- Single Well Optimizer for stable and safe operations
- Cluster & Field-Level Optimizer for maximizing total oil production
- Real-time integration with SCADA and production systems
- Autonomous control loop support for faster operational recommendations
Impact
3–5%
Annual production increase
Field-level
Optimization across single wells, well clusters and the full field
Real time
Integrated with SCADA and production systems