Keyword: network
Paper Title Other Keywords Page
MOP07 Chromaticity Measurement Using Beam Transfer Function in High Energy Synchrotrons wakefield, synchrotron, octupole, operation 46
 
  • X. Buffat, S.V. Furuseth, G. Vicentini
    CERN, Geneva, Switzerland
  • S.V. Furuseth
    EPFL, Lausanne, Switzerland
 
  Control of chromaticity is often critical to mitigate collective instabilities in high energy synchrotrons, yet classical measurement methods are of limited use during high intensity operation. We explore the possibility to extract this information from beam transfer function measurements, with the development of a theoretical background that includes the impact of wakefields and by analysis of multi-particle tracking simulations. The investigations show promising results that could improve the operation of the HL-LHC by increasing stability margins.  
video icon
        Right click on video for
Picture-in-Picture mode
or Full screen display.

At start the sound is muted!
 
poster icon Poster MOP07 [0.716 MB]  
DOI • reference for this paper ※ https://doi.org/10.18429/JACoW-HB2021-MOP07  
About • Received ※ 04 October 2021 — Revised ※ 01 November 2021 — Accepted ※ 31 March 2022 — Issue date ※ 11 April 2022
Cite • reference for this paper using ※ BibTeX, ※ LaTeX, ※ Text/Word, ※ RIS, ※ EndNote (xml)  
 
TUEC4 Test of Machine Learning at the CERN LINAC4 controls, linac, electron, target 181
 
  • V. Kain, N. Madysa, P.K. Skowroński, I. Vojskovic
    CERN, Geneva, Switzerland
  • N. Bruchon
    University of Trieste, Trieste, Italy
  • S. Hirlaender, G. Valentino
    University of Malta, Information and Communication Technology, Msida, Malta
 
  The CERN H linear accelerator, LINAC4, served as a test bed for advanced algorithms during the CERN Long Shutdown 2 in the years 2019/20. One of the main goals was to show that reinforcement learning with all its benefits can be used as a replacement for numerical optimization and as a complement to classical control in the accelerator control context. Many of the algorithms used were prepared beforehand at the electron line of the AWAKE facility to make the best use of the limited time available at LINAC4. An overview of the algorithms and concepts tested at LINAC4 and AWAKE will be given and the results discussed.  
slides icon Slides TUEC4 [2.879 MB]  
DOI • reference for this paper ※ https://doi.org/10.18429/JACoW-HB2021-TUEC4  
About • Received ※ 07 October 2021 — Revised ※ 21 October 2021 — Accepted ※ 23 November 2021 — Issue date ※ 19 December 2021
Cite • reference for this paper using ※ BibTeX, ※ LaTeX, ※ Text/Word, ※ RIS, ※ EndNote (xml)