Aramco and Yokogawa Achieve a Major Milestone with Commissioning of Multiple Autonomous Control AI Agents at Major Gas Facility
- Groundbreaking deployment successfully optimizes gas treatment unit, reducing energy and chemical use -
    
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The AI solution developed by Yokogawa uses multiple, coordinated AI agents of the Factorial Kernel Dynamic Policy Programming (FKDPP)*2 reinforcement learning-based AI algorithm to directly and autonomously control and optimize acid gas removal (AGR) operations at the Fadhili Gas Plant.
The solution was introduced in three phases, progressively optimizing various sections until autonomous control of the core process in the AGR unit was achieved. To ensure safety, Yokogawa first created a simulator of the plant to train AI agents, and then evaluated their reliability and validity. Subsequently, they were integrated with Yokogawa's CENTUM VP integrated production control system to leverage the safety functions of the existing plant.
Implementation is currently undergoing a detailed evaluation, but initial results from 
Aramco Engineering Services Senior Vice President, 
    
| *1 | Yokogawa defines autonomous control AI as AI that deduces the optimum method for control independently and has a high level of robustness enabling it to autonomously handle, to a certain extent, situations that it has not previously encountered. | 
| *2 | 
A reinforcement learning AI algorithm jointly developed by  | 
    About 
As one of the world’s leading integrated energy and chemicals companies, our global team is dedicated to creating impact in all that we do, from providing crucial oil supplies to developing new energy technologies. We focus on making our resources more dependable, more sustainable and more useful, helping to promote growth and productivity around the world. https://www.aramco.com/
    About Yokogawa
Yokogawa provides advanced solutions in the areas of measurement, control, and information to customers across a broad range of industries, including energy, chemicals, materials, pharmaceuticals, and food. Yokogawa addresses customer issues regarding the optimization of production, assets, and the supply chain with the effective application of digital technologies, enabling the transition to autonomous operations.
Founded in 
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