Emerson and Aramco deploy refinery AI model to tighten planning accuracy

techinformed.com May 14, 2026

Emerson and Aramco deploy refinery AI model to tighten planning accuracy

Curated by Shubham · TechCapsules · May 14, 2026

AI-summarised brief · reviewed before publication

Emerson, a U.S.-based industrial automation company, and Aramco, a Saudi energy company, have deployed an AI-driven refinery optimization system that integrates Aspen Hybrid Models into Aramco's existing refinery planning environment. The system has achieved yield and quality prediction accuracy of up to 98.5% in key refinery units, improving feedstock blending, reducing planning gaps, and enhancing margin forecasting across Aramco's global refining network.

💡 Why It Matters

· The success of this deployment highlights the potential for AI-driven optimization in the energy sector, where structural barriers to digital adoption have hindered progress.
· By achieving high accuracy in refinery planning, Aramco and Emerson demonstrate a tangible value in combining domain expertise with advanced AI, paving the way for further adoption in the industry.

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