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.
- Distillation Columns
- Cooling Tower
- Hydrogen Unit
- Crude Blending
- Corrosion Control
- Gas Consumption Forecasting
- 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%
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.