Enabling Integrated AI Control on DIII-D: A Control System Design with State-of-the-art Experiments

Andrew Rothstein, Hiro Joseph Farre-Kaga, Jalal Butt +7

We present the design and application of a general algorithm for Prediction And Control using MAchiNe learning (PACMAN) in DIII-D. Machine learing (ML)-based predictors and control…