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|Title:||Automatic beam loss threshold selection for LHC collimator alignment|
|Keywords:||Large Hadron Collider (France and Switzerland)|
Collimators (Optical instrument)
|Citation:||Azzopardi, G., Valentino, G., Salvachua, B., Redaelli, S., & Muscat, A. (2019). AAutomatic beam loss threshold selection for LHC collimator alignment. 17th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS’19), New York (NY), USA.|
|Abstract:||The collimation system used in the Large Hadron Collider at CERN is positioned around the beam with a hierarchy that protects sensitive equipment from unavoidable beam losses. The collimator settings are determined using a beam-based alignment technique, where collimator jaws are moved towards the beam until the beam losses exceed a predefined threshold. This threshold needs to be updated dynamically, corresponding to the changes in the beam losses. The current method for aligning collimators is semi-automated requiring a collimation expert to monitor the loss signals and continuously select and update the threshold accordingly. The human element in this procedure is a major bottleneck for speeding up the alignment. This paper therefore proposes a method to fully automate this threshold selection. A data set was formed from previous alignment campaigns and analysed to define an algorithm that produced results consistent with the user selections. In over 90% of the cases the difference between the two was negligible and the algorithm presented in this study was used for collimator alignments throughout 2018.|
|Appears in Collections:||Scholarly Works - FacICTCCE|
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