AI for CEMENT
Petuum AI-pilot is Proven and Ready for Deployment.
Accelerate your journey to Industry 4.0 with autonomous operations enabled by our AI-pilot products.
- Rotary Kiln
- Preheater Tower
- Pyro Processing
- Ball Mill
- Vertical Mill
- Grinding & Distribution
Operational Excellence AI-pilots
- Emissions Reduction
- Predictive/Preventive Maintenance
- Kiln Campaign Extensions
- Fuel Mix/Alternative Fuel
- Fleet Management
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%
Smart plants with standardized operations that can be run at repeatable efficiency.
Why Petuum Industrial AI-pilot 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 our customer present their story.