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Meeting Organization:

Ideas

WhoApplicationMethod
fault detection/diagnosis applied to PI-controller dataVariational Autoencoder for Fault diagnosis
Cavity Piezo tuningBayesian Optimization
Drift Compensation with Beam-Based Feedbacks

problem: distributed feedback loops in a coupled system. current implementation is too simple, static and prone to errors because it does not account for dynamic coupling between loops.

ideas:
model based learning algorithm
or
safe bayesian optimization?

link in confluence:
https://confluence.desy.de/x/Eca7EQ
Electron Bunch Trajectory Optmization & Feedback

problem: current implementation is not suited for a dynamic system and uses a too simple error estimation. 

ideas:
RL algorithm (beam optics model could be included)
or
safe bayesian optimization

link in confluence:
https://confluence.desy.de/x/Dca7EQ




























































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