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Automatic PID performance monitoring applied to LHC cryogenics

At CERN, the LHC (Large Hadron Collider) cryogenic system employs about 5000 PID (Proportional Integral Derivative) regulation loops distributed over the 27 km of the accelerator. Tuning all these regulation loops is a complex task and the systematic monitoring of them should be done in an automated...

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Detalles Bibliográficos
Autores principales: Bradu, Benjamin, Blanco Viñuela, Enrique, Marti, Ruben, Tilaro, Filippo
Lenguaje:eng
Publicado: 2018
Materias:
Acceso en línea:https://dx.doi.org/10.18429/JACoW-ICALEPCS2017-WEAPL02
http://cds.cern.ch/record/2305967
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author Bradu, Benjamin
Blanco Viñuela, Enrique
Marti, Ruben
Tilaro, Filippo
author_facet Bradu, Benjamin
Blanco Viñuela, Enrique
Marti, Ruben
Tilaro, Filippo
author_sort Bradu, Benjamin
collection CERN
description At CERN, the LHC (Large Hadron Collider) cryogenic system employs about 5000 PID (Proportional Integral Derivative) regulation loops distributed over the 27 km of the accelerator. Tuning all these regulation loops is a complex task and the systematic monitoring of them should be done in an automated way to be sure that the overall plant performance is improved by identifying the poorest performing PID controllers. It is nearly impossible to check the performance of a regulation loop with a classical threshold technique as the controlled variables could evolve in large operation ranges and the amount of data cannot be manually checked daily. This paper presents the adaptation and the application of an existing regulation indicator performance algorithm on the LHC cryogenic system and the different results obtained in the past year of operation. This technique is generic for any PID feedback control loop, it does not use any process model and needs only a few tuning parameters. The publication also describes the data analytic architecture and the different tools deployed on the CERN control infrastructure to implement the indicator performance algorithm.
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language eng
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spelling oai-inspirehep.net-16557642019-09-30T06:29:59Zdoi:10.18429/JACoW-ICALEPCS2017-WEAPL02http://cds.cern.ch/record/2305967engBradu, BenjaminBlanco Viñuela, EnriqueMarti, RubenTilaro, FilippoAutomatic PID performance monitoring applied to LHC cryogenicsAccelerators and Storage RingsAt CERN, the LHC (Large Hadron Collider) cryogenic system employs about 5000 PID (Proportional Integral Derivative) regulation loops distributed over the 27 km of the accelerator. Tuning all these regulation loops is a complex task and the systematic monitoring of them should be done in an automated way to be sure that the overall plant performance is improved by identifying the poorest performing PID controllers. It is nearly impossible to check the performance of a regulation loop with a classical threshold technique as the controlled variables could evolve in large operation ranges and the amount of data cannot be manually checked daily. This paper presents the adaptation and the application of an existing regulation indicator performance algorithm on the LHC cryogenic system and the different results obtained in the past year of operation. This technique is generic for any PID feedback control loop, it does not use any process model and needs only a few tuning parameters. The publication also describes the data analytic architecture and the different tools deployed on the CERN control infrastructure to implement the indicator performance algorithm.At CERN, the LHC (Large Hadron Collider) cryogenic system employs about 4900 PID (Proportional Integral Derivative) regulation loops distributed over the 27 km of the accelerator. Tuning all these regulation loops is a complex task and the systematic monitoring of them should be done in an automated way to be sure that the overall plant performance is improved by identifying the poorest performing PID controllers. It is nearly impossible to check the performance of a regulation loop with a classical threshold technique as the controlled variables could evolve in large operation ranges and the amount of data cannot be manually checked daily. This paper presents the adaptation and the application of an existing regulation indicator performance algorithm on the LHC cryogenic system and the different results obtained in the past year of operation. This technique is generic for any PID feedback control loop, it does not use any process model and needs only a few tuning parameters. The publication also describes the data analytics architecture and the different tools deployed on the CERN control infrastructure to implement the indicator performance algorithm.oai:inspirehep.net:16557642018
spellingShingle Accelerators and Storage Rings
Bradu, Benjamin
Blanco Viñuela, Enrique
Marti, Ruben
Tilaro, Filippo
Automatic PID performance monitoring applied to LHC cryogenics
title Automatic PID performance monitoring applied to LHC cryogenics
title_full Automatic PID performance monitoring applied to LHC cryogenics
title_fullStr Automatic PID performance monitoring applied to LHC cryogenics
title_full_unstemmed Automatic PID performance monitoring applied to LHC cryogenics
title_short Automatic PID performance monitoring applied to LHC cryogenics
title_sort automatic pid performance monitoring applied to lhc cryogenics
topic Accelerators and Storage Rings
url https://dx.doi.org/10.18429/JACoW-ICALEPCS2017-WEAPL02
http://cds.cern.ch/record/2305967
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