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Among various long-standing standing problems in superconducting acceleratormagnet development, training is one of the oldest and well-known issuesaffecting magnet performance. Understanding physics behind the training processis crucial for proper mitigation and elimination of this phenomenon in newmagnet designs. This paper discusses application of acoustic emission (AE)diagnostics to localization and classification of transient mechanical eventsin superconducting magnets and characterization of transient energy releasesresponsible for premature quenching, memory effects and, ultimately, training.Prospective of future AE diagnostics development are outlined in connection tothe goals of US Magnet Development Program.

Understanding training in superconducting accelerator magnets using acoustic emission diagnostics