AI for Oil & Gas - Upstream

Petuum Optimum is Proven and Ready for Deployment

Accelerate your journey to Industry 4.0 with autonomous operations enabled by Petuum Optimum

Asset Optimization

  • Turbines
  • Drillers
  • Compressors
  • ESPs

Process Optimization

  • Seismic Pattern Detection
  • Rock Type/Formation Forecasting

Operational Excellence

  • Fleet Management
  • Preventative Maintenance
  • Well Downtime Avoidance

The Petuum Industrial AI Solution:

  • Streams forecasts of process parameter values in real time
  • Prescribes immediate actions for maximization of yield at minimal costs and high quality
  • Feeds recommendations directly into operational control systems for a supervised-steer (autonomous operation)
  • Results in an increase of yield by 2% and a reduction of energy costs by up to 5%

The Results:

Smart plants with standardized operations that can be run at repeatable efficiency.


Why Petuum Optimum vs Traditional Solutions

  • Sophisticated techniques for data cleaning and normalizing so the AI is robust to noisiness, unlike traditional solutions
  • Applied ML/DL models that learn based on real data, avoiding assumptions of linearity or correlation, and sensitive to linear, non-linear, temporal and long-range patterns in the data
  • Repeatable machine learning pipelines and standardized interfaces with control systems, for scalable, rapid deployment and time to value

CEMEX Presentation at PI World

Watch CEMEX present their story.

Make 2022 the year you realize the full potential of ML with our new platform! Stay tuned for more information.