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EnergyAI featuresData platformCase study

Flaring analytics for a leading oil producer

Bringing plant historian data into machine learning for a flaring use case at one of the world's largest oil producers.

Flare rate against the model's expectation, with flagged anomalies
Partner
One of the world's largest oil producers
Timeline
3 months

The challenge

The challenge

Analyzing flaring meant getting high-frequency plant data into a place where models could use it.

What we built

What we built

We took over the flaring use case through knowledge transfer, worked with the customer on PI data ingestion and supported the account onsite.

Impact

Impact

  • PI historian data ingested for modeling
  • Use case continuity through a smooth handover

Built with

DataRobotPI SystemPython