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Anomaly Detection in Bunch Oscillations for Early Warning of Sudden Beam Loss at SuperKEKB

Haigh, H. et al.
arXiv (All) · Papers
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accelerator-physicshigh-energy-physics-experimentinstrumentation-and-detectors
Sudden beam loss (SBL) events at the SuperKEKB collider result in the loss of a large fraction of the stored beam within just a few revolutions, on a timescale comparable to or shorter than the 20-30 μs latency of the existing abort system. Such events have damaged collimators and threaten Belle II
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