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Totally agree with what we read on Space Daily (https://lnkd.in/dRFsudeu) about control systems in fusion. Any chaotic stuff is tricky but fusion, plasma, perhaps is the trickiest of them all. The future fusion reactor will be a sophisticated and technically beautiful device. Using machine learning in plasma control looks like a game-changer to manage extreme complexity at an enormous speed. Our own experience includes applying Reinforcement Learning to train ML models for plasma control. So far we're focused on dynamic control of plasma shape and position in DIII-D tokamak. Quite easy to say but extremely hard to master, RL is a whole ocean of approaches and details.

Smooth operation of future nuclear fusion facilities is a matter of control

Smooth operation of future nuclear fusion facilities is a matter of control

spacedaily.com

Matt Hillocks (CEng MIMechE CSWE)

Mechanical Engineer at ANSTO (NST Synroc)

8mo

No doubt there will need to be either AI or machine learning or a combination of the two to operate a fusion plant. The complexity may be too high for regular operators with irregular or chaotic operations thrown in

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