AI for Oil & Gas - Refining

Accelerate your Industry 4.0 Journey with Petuum Optimum

Achieve unprecedented yield and energy savings while reducing unplanned shutdowns and accidents with Petuum Optimum.

Asset Optimization

  • Sulphur
  • Recovery
  • Distillation Columns
  • Cooling Tower
  • Coking
  • Hydrogen Unit
  • FCC

Process Optimization

  • Crude Blending
  • Corrosion Control
  • Gas Consumption Forecasting

Operational Excellence

  • Emissions Reduction
  • Energy Usage Reduction
  • Prescriptive Maintenance

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.