Title :
LHC magnet quench detection by trend analysis of the pressure signal
Author :
Charbonnier, Sylvie ; Rijllart, A. ; Gayet, Philippe
Author_Institution :
Gipsa-Lab., Univ. Joseph Fourier, St. Martin d´Hères, France
Abstract :
CERN´s LHC is composed of thousands of superconductor magnets that may sometimes quench (lose suddenly their superconducting properties). This paper presents a method to detect magnet quenches from the pressure of the helium inside the magnets. The method detects slight deflexions on the pressure signal created by a magnet quench. The deflexion is recognized through a trend analysis of the pressure filtered first derivative, where a specific shape formed of two consecutives temporal episodes signs the presence of a quench. The method was tested on a database composed of 30 pressure signals, where a total of 94 quenches occurred during the measurements. The results were analysed through a ROC curve and showed that the method was able to detect 84% of the quenches with only one false alarm.
Keywords :
accelerator magnets; storage rings; superconducting magnets; synchrotrons; CERN LHC; LHC magnet quench detection; Large Hadron Collider; ROC curve; pressure filtered first derivative; pressure signal trend analysis; pressure signals; superconducting properties; superconductor magnets; Databases; Large Hadron Collider; Market research; Monitoring; Superconducting magnets; Temperature sensors; Time series analysis; filtered derivative; pressure; quench; trend analysis;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2013 IEEE International
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4673-4621-4
DOI :
10.1109/I2MTC.2013.6555476