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Autonomous control AI agents at Fadhili Gas Plant

Oil & gasSaudi ArabiaYokogawa FKDPP agents

Yokogawa's reinforcement-learning agents autonomously control acid gas removal at Aramco's Fadhili plant; initial results show 10–15% less amine and steam and ~5% less power.

How to do it

  1. Choose a well-instrumented unit.
  2. Train RL control on historian data and a simulator.
  3. Run in advisory mode, then closed loop with limits.
  4. Track energy, chemicals and stability.

Generic implementation steps by the editors, not a description of the organisation's internal process.

Source: https://www.businesswire.com/news/home/20251028792329/en/Aramco-and-Yokogawa-Achieve-a-Major-Milestone-with-Commissioning-of-Multiple-Autonomous-Control-AI-Agents-at-Major-Gas-Facility

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