Real Time Optimization
Plant Hybrid Model
- Establish fundamentals of plant using Process Simulation, Kinetics model, engineering equations and condition it with historical operating data using data science
AI Optimizer
- AI Optimizer with best algorithm(s) and customized objective – profit, production, yield, energy/ emissions
- Constraints for the stable and safe operation of plant
- AI Optimizer calls Plant Hybrid Model for independent variables changes and get better output from it for objective function estimate and constraints check
Integration with APC
- Open loop RTO as advisor
- Close loop RTO with APC to implement optimized set points in plant in controlled and small steps while push the plant to RTO suggested target set points of MVs (independent variables)
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