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Anomaly Detection for CERN Beam Transfer Installations Using Machine Learning

Reliability, availability and maintainability determine whether or not a large-scale accelerator system can be operated in a sustainable, cost-effective manner. Beam transfer equipment (e.g. kicker magnets) has potentially significant impact on the global performance of a machine complex. Identifyin...

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Detalles Bibliográficos
Autores principales: Dewitte, Thiebout, Meert, Wannes, Van Trappen, Pieter, Van Wolputte, Elia
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:https://dx.doi.org/10.18429/JACoW-ICALEPCS2019-WEMPR010
http://cds.cern.ch/record/2772042