Fault Analysis of the Beam Acceleration Control System at the European XFEL using Data Mining-Reference-Cited by-同舟云学术

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Fault Analysis of the Beam Acceleration Control System at the European XFEL using Data Mining

Published:2021-11 Issue: Volume: Page:
ISSN:
Container-title:2021 IEEE 30th Asian Test Symposium (ATS)
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Author:

Grunhagen Arne,Branlard Julien,Eichler Annika,Martino Gianluca,Fey Gorschwin,Tropmann-Frick Marina

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9667777/9668201/09668213.pdf?arnumber=9668213

Reference13 articles.

1. The control system for the linear accelerator at the European XFEL: status and first experiences;wilksen;16th Int Conf on Accelerator and Large Experimental Control Systems (ICALEPCS’17) Barcelona Spain 8–13 October 2017,2018

2. Pearson Correlation Coefficient

3. A gentle introduction to k-fold cross-validation;brownlee;Machine Learning Mastery,2018

4. Scikit-learn: Machine learning in Python;pedregosa;Journal of Machine Learning Research,2011

5. Statistical analysis of RHIC beam position monitors performance

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A smart alarm for particle accelerator beamline operations;Machine Learning: Science and Technology;2023-02-16

2. Anomaly detection at the European X-ray Free Electron Laser using a parity-space-based method;Physical Review Accelerators and Beams;2023-01-04

3. Machine Learning for Beam Controls;Intelligent Beam Control in Accelerators;2023

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