Just used a PID loop to optimize a PID loop, is this machine learning?
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Are the time scales very different? I'm running into this kind of problem where one scale is milliseconds, and the other one is minutes, and what is regulated is very different from a modeling pov. The slow one updates the model used as feed-forward control in the fast one.