AI FOR CHEMICALS

Increase Yield & Energy Optimization with Petuum Optimum

Increase Productivity

  • Improve product quality and consistency
  • Reduce product giveaway

Enhance Process Stability

  • Maximize uptime & increase responsiveness
  • Improve process safety
  • Automate processes including fermentation, grade changes, batch processes, cycle time reduction

Lower Costs

  • Avoid over-or-under production
  • Increase asset utilization (batch reactor, compressor, extruder, centrifugal pump, heat exchanger)

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.