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Development of the Active Radiation Monitoring System of the LHCb Experiment at CERN

The main goal of this work was to improve the LHCb Active Radiation Monitoring System (LbARMS) of the LHCb Experiment taking place at the European Organization for Nuclear Research (CERN). A new predictive algorithm was devised based on the Outlier-Robust Kalman Filter and Rauch-Tung-Striebel formul...

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Autor principal: Mazurek, Michal
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:http://cds.cern.ch/record/2673278
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author Mazurek, Michal
author_facet Mazurek, Michal
author_sort Mazurek, Michal
collection CERN
description The main goal of this work was to improve the LHCb Active Radiation Monitoring System (LbARMS) of the LHCb Experiment taking place at the European Organization for Nuclear Research (CERN). A new predictive algorithm was devised based on the Outlier-Robust Kalman Filter and Rauch-Tung-Striebel formula. The algorithm operates in quasi-real time in a Supervisory Control And Data Acquisition (SCADA) system. In addition, a new calibration model was suggested for RADFETs (RADiation-sensitive Field Effect Transistors) covering saturating range. A new Graphical User Interface (GUI) was created, which displays and monitors the results produced by the correction algorithm. It also assists the user in replacing the sensors if necessary. Finally, LbECSData and LbARMS web APIs were developed in order to read and present data coming from the Experiment Control System (ECS).
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2019
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spelling cern-26732782019-09-30T06:29:59Zhttp://cds.cern.ch/record/2673278engMazurek, MichalDevelopment of the Active Radiation Monitoring System of the LHCb Experiment at CERNDetectors and Experimental TechniquesThe main goal of this work was to improve the LHCb Active Radiation Monitoring System (LbARMS) of the LHCb Experiment taking place at the European Organization for Nuclear Research (CERN). A new predictive algorithm was devised based on the Outlier-Robust Kalman Filter and Rauch-Tung-Striebel formula. The algorithm operates in quasi-real time in a Supervisory Control And Data Acquisition (SCADA) system. In addition, a new calibration model was suggested for RADFETs (RADiation-sensitive Field Effect Transistors) covering saturating range. A new Graphical User Interface (GUI) was created, which displays and monitors the results produced by the correction algorithm. It also assists the user in replacing the sensors if necessary. Finally, LbECSData and LbARMS web APIs were developed in order to read and present data coming from the Experiment Control System (ECS).CERN-THESIS-2019-035oai:cds.cern.ch:26732782019-05-03T13:31:33Z
spellingShingle Detectors and Experimental Techniques
Mazurek, Michal
Development of the Active Radiation Monitoring System of the LHCb Experiment at CERN
title Development of the Active Radiation Monitoring System of the LHCb Experiment at CERN
title_full Development of the Active Radiation Monitoring System of the LHCb Experiment at CERN
title_fullStr Development of the Active Radiation Monitoring System of the LHCb Experiment at CERN
title_full_unstemmed Development of the Active Radiation Monitoring System of the LHCb Experiment at CERN
title_short Development of the Active Radiation Monitoring System of the LHCb Experiment at CERN
title_sort development of the active radiation monitoring system of the lhcb experiment at cern
topic Detectors and Experimental Techniques
url http://cds.cern.ch/record/2673278
work_keys_str_mv AT mazurekmichal developmentoftheactiveradiationmonitoringsystemofthelhcbexperimentatcern