Products

Industrial

Petuum AI Autopilot is Proven and Ready for Deployment.

AI FOR CHEMICALS

Asset Autopilots

  • Batch Reactor
  • Compressors
  • Extruders
  • Centrifugal Pumps
  • Heat Exchangers

Process Autopilots

  • Fermentation
  • Grade Changes
  • Batch Processes
  • Cycle Time Reduction

Operational Excellence Autopilots

  • Emissions Reduction
  • Benchmarking
  • Predictive/Prescriptive Maintenance
  • Quality

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 “auto-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 Industrial AI Autopilot Products 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.