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Application of reinforcement learning in the LHC tune feedback

The Beam-Based Feedback System (BBFS) was primarily responsible for correcting the beam energy, orbit and tune in the CERN Large Hadron Collider (LHC). A major code renovation of the BBFS was planned and carried out during the LHC Long Shutdown 2 (LS2). This work consists of an explorative study to...

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Detalles Bibliográficos
Autores principales: Grech, Leander, Valentino, Gianluca, Alves, Diogo, Hirlaender, Simon
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:https://dx.doi.org/10.3389/fphy.2022.929064
http://cds.cern.ch/record/2836033

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