Apr 24 – 28, 2023
Fermilab
America/Chicago timezone
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Optimization of experiment and accelerator performance using beam synchronous EPICS data

Apr 26, 2023, 11:40 AM
20m
Ramsey Auditorium (Wilson Hall) (Fermilab)

Ramsey Auditorium (Wilson Hall)

Fermilab

20-minute talk AI/ML Plenary Session

Speaker

Alberto Lutman (SLAC)

Description

Live observation of synchronized accelerator and photon data is crucial for best use of machine development time, and to setup demanding FEL configurations for the users. A Matlab class and a GUI have been developed and used in the last decade at the LCLS to acquire accelerator and photon data from different sources via EPICS and to present them. Data are synchronized on a pulse-to-pulse basis, processed, and displayed with low latency time, thus being useful for discovering correlations, live tuning, and understanding underlying physics while the data are taken. Scans are available by setting EPICS process variables and validating machine status by data timestamp. Consideration on the temporal latency, and the amount of data required for the system to be effective will be given.

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