FORESTALL® suite of algorithms:
- Hundreds of algorithms deployed around the world
- Health monitoring (automated anomaly analysis and reporting)
- Real time downtime prediction (hours advance warning)
- Algorithms for maintenance planning (hours to failure, probability of failure).
- Case studies: SAG mills, HPGRs, conveyors, furnaces, valves, motors, GEHO pumps and cyclone feed pumps.
- Automated machine learning retraining for most algorithms
Advantages of FORESTALL® machine learning algorithms include:
- Predictive algorithms developed and proven for mining and oil & gas.
- Platform agnostic
- Our algorithms can be deployed via site servers, machine CPU, process control system, corporate data platforms, or with cloud processing.
- Receive prediction algorithms within 6-8 weeks.
- Includes insights for root cause analysis.