Cargando…
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...
Autores principales: | , , , , , , , |
---|---|
Lenguaje: | eng |
Publicado: |
2020
|
Materias: | |
Acceso en línea: | https://dx.doi.org/10.18429/JACoW-IBIC2020-WEPP27 http://cds.cern.ch/record/2772585 |
_version_ | 1780971505992073216 |
---|---|
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 |
work_keys_str_mv | AT grechleander analternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT alvesdiogo analternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT gasiormarek analternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT jacksonstephen analternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT jonesowainrhodri analternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT levensthomas analternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT valentinogianluca analternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT wenningerjorg analternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT grechleander alternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT alvesdiogo alternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT gasiormarek alternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT jacksonstephen alternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT jonesowainrhodri alternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT levensthomas alternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT valentinogianluca alternativeprocessingalgorithmforthetunemeasurementsysteminthelhc AT wenningerjorg alternativeprocessingalgorithmforthetunemeasurementsysteminthelhc |