Using RF phase data with the CoAD framework detects about three times as many RF station anomalies at LCLS as using amplitude data, and clusters them by fault type.
Uncertainty aware anomaly detection to predict errant beam pulses in the oak ridge spallation neutron source accelerator
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Coincident Learning for Beam-based RF Station Fault Identification Using Phase Information at the SLAC Linac Coherent Light Source
Using RF phase data with the CoAD framework detects about three times as many RF station anomalies at LCLS as using amplitude data, and clusters them by fault type.