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An Alternative Processing Algorithm for the Tune Measurement System in the LHC

The betatron tune in the Large Hadron Collider (LHC) is measured using a Base-Band-Tune (BBQ) system. Processing of these BBQ signals is often perturbed by 50Hz noise harmonics present in the beam. This causes the tune measurement algorithm, currently based on peak detection, to provide incorrect tu...

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Autores principales: Grech, Leander, Alves, Diogo, Gąsior, Marek, Jackson, Stephen, Jones, Owain Rhodri, Levens, Thomas, Valentino, Gianluca, Wenninger, Jorg
Lenguaje:eng
Publicado: 2020
Materias:
Acceso en línea:https://dx.doi.org/10.18429/JACoW-IBIC2020-WEPP27
http://cds.cern.ch/record/2772585
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author Grech, Leander
Alves, Diogo
Gąsior, Marek
Jackson, Stephen
Jones, Owain Rhodri
Levens, Thomas
Valentino, Gianluca
Wenninger, Jorg
author_facet Grech, Leander
Alves, Diogo
Gąsior, Marek
Jackson, Stephen
Jones, Owain Rhodri
Levens, Thomas
Valentino, Gianluca
Wenninger, Jorg
author_sort Grech, Leander
collection CERN
description The betatron tune in the Large Hadron Collider (LHC) is measured using a Base-Band-Tune (BBQ) system. Processing of these BBQ signals is often perturbed by 50Hz noise harmonics present in the beam. This causes the tune measurement algorithm, currently based on peak detection, to provide incorrect tune estimates during the acceleration cycle with values that clearly oscillate between neighbouring harmonics. The LHC tune feedback cannot be used to its full extent in these conditions as it relies on stable and reliable tune estimates. In this work we present two alternative tune measurement algorithms, designed to mitigate this problem by ignoring small frequency bands around the 50Hz harmonics and estimating the tune from spectra with gaps. One is based on Gaussian Processes and the other is based on a weighted moving average. We compare the tune estimates of the new and present algorithms and put forward a proposal that can be implemented during the renovation of the BBQ system for the next physics run of the LHC.
id oai-inspirehep.net-1840677
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2020
record_format invenio
spelling oai-inspirehep.net-18406772022-08-09T15:20:48Zdoi:10.18429/JACoW-IBIC2020-WEPP27http://cds.cern.ch/record/2772585engGrech, LeanderAlves, DiogoGąsior, MarekJackson, StephenJones, Owain RhodriLevens, ThomasValentino, GianlucaWenninger, JorgAn Alternative Processing Algorithm for the Tune Measurement System in the LHCAccelerators and Storage RingsThe betatron tune in the Large Hadron Collider (LHC) is measured using a Base-Band-Tune (BBQ) system. Processing of these BBQ signals is often perturbed by 50Hz noise harmonics present in the beam. This causes the tune measurement algorithm, currently based on peak detection, to provide incorrect tune estimates during the acceleration cycle with values that clearly oscillate between neighbouring harmonics. The LHC tune feedback cannot be used to its full extent in these conditions as it relies on stable and reliable tune estimates. In this work we present two alternative tune measurement algorithms, designed to mitigate this problem by ignoring small frequency bands around the 50Hz harmonics and estimating the tune from spectra with gaps. One is based on Gaussian Processes and the other is based on a weighted moving average. We compare the tune estimates of the new and present algorithms and put forward a proposal that can be implemented during the renovation of the BBQ system for the next physics run of the LHC.oai:inspirehep.net:18406772020
spellingShingle Accelerators and Storage Rings
Grech, Leander
Alves, Diogo
Gąsior, Marek
Jackson, Stephen
Jones, Owain Rhodri
Levens, Thomas
Valentino, Gianluca
Wenninger, Jorg
An Alternative Processing Algorithm for the Tune Measurement System in the LHC
title An Alternative Processing Algorithm for the Tune Measurement System in the LHC
title_full An Alternative Processing Algorithm for the Tune Measurement System in the LHC
title_fullStr An Alternative Processing Algorithm for the Tune Measurement System in the LHC
title_full_unstemmed An Alternative Processing Algorithm for the Tune Measurement System in the LHC
title_short An Alternative Processing Algorithm for the Tune Measurement System in the LHC
title_sort alternative processing algorithm for the tune measurement system in the lhc
topic Accelerators and Storage Rings
url https://dx.doi.org/10.18429/JACoW-IBIC2020-WEPP27
http://cds.cern.ch/record/2772585
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