Emerson and Aramco: Deploying AI to Boost Global Efficiency
Emerson's Aspen Hybrid Models are being deployed in a bid to improve planning and operational efficiency across Aramco's global refining operations
TL;DR
- Emerson deployed an AI-driven optimization solution for Aramco, integrating Aspen Hybrid Models.
- The deployment created one of the world's largest multi-site, multi-period optimization models.
- Yield and quality prediction accuracy reached up to 98.5% in key refinery units.
- The models enable precise feedstock blending, minimize planning-execution gaps, and improve margin forecasting.
- Expansion to hydrocracker units is planned to further enhance model accuracy and demonstrate scalability.
- The solution automates model updates and reduces manual tuning requirements, increasing operational efficiency.
- The deployment showcases the value of combining deep domain expertise with advanced AI in industrial applications.