Design of an intelligent inspection system for particle accelerator facilities

WEMR007
24 Sept 2025, 15:15
3m
Red Lacquer Room (Palmer House Hilton Chicago)

Red Lacquer Room

Palmer House Hilton Chicago

17 East Monroe Street Chicago, IL 60603, United States of America
Poster Presentation with Mini Oral MC13: Artificial Intelligence & Machine Learning WEMR Mini-Orals (MC13, MC14, MC15)

Speaker

Yuliang Zhang (Institute of High Energy Physics)

Description

Aiming at the limitations of the traditional manual inspection method for particle accelerator facilities, an intelligent inspection system for particle accelerator facilities based on multi-modal sensors and artificial intelligence technology is provided. Multi-modal sensors can collect various types of data from the accelerator facilities, such as temperature, audio, images, and water leakage information, which provides comprehensive information for a thorough understanding of the equipment status. Artificial intelligence technology is capable of conducting in-depth analysis of massive amounts of data, uncovering fault patterns and rules. Through technologies such as fault modeling and data analysis, it can achieve early warning and diagnosis of faults. The intelligent inspection system for particle accelerator facilities effectively addresses the limitations of traditional inspection methods. It enables real-time monitoring of the accelerator facilities and rapid alarming of abnormalities, significantly improving work efficiency and the operational safety of the equipment. This system provides strong support for the stable operation of particle accelerator facilities.

Author

Yongcheng He (Institute of High Energy Physics)

Co-authors

Kang Jia Xue (Institute of High Energy Physics) Lin Wang (Institute of High Energy Physics) Mingtao Li (Institute of High Energy Physics) Peng Zhu (Institute of High Energy Physics) Weiling Huang (Institute of High Energy Physics) Xiaohan Lu (Institute of High Energy Physics) Xuan Wu (Institute of High Energy Physics) Yuliang Zhang (Institute of High Energy Physics)

Presentation materials

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