PETUUM INDUSTRIAL AI for METALS
Petuum Optimum is Proven and Ready for Deployment.
Accelerate your journey to Industry 4.0 with autonomous operations enabled by our Industrial AI products for yield and energy optimization.
- Increase yield
- Improve product quality and consistency
- Reduce product giveaway
Enhance Process Stability
- Maximize uptime
- Improve process safety
- Increase responsiveness
- Avoid over-or-under production
- Increase asset utilization of furnaces, crushers, pots/anodes, & hot rollers
Petuum Optimum for Metals:
- 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)
- Optimizes the end-to-end manufacturing process (blast furnaces, pot rooms, casthouse smelting, hall-heroult, acid wash)
- Results in an increase of yield by 2% and a reduction of energy costs by up to 5%
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.