High precision control moment gyroscope fault diagnosis via joint attention mechanism

Abstract The fault of one of the key systems in artificial satellites, the Control Moment Gyroscope (CMG), can lead to significant economic losses and irreparable consequences. Therefore, it is crucial to diagnose its faults promptly. Traditional fault diagnosis methods, however, face challenges suc...

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Bibliographic Details
Published in:Scientific Reports
Main Authors: Rongqiang Guan, Qiongying Lv, Bing Jia, Anjun Xu, Jing Yu
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Subjects:
Control torque gyro
Fault diagnosis
Attention mechanism
Deep learning
Online Access:https://doi.org/10.1038/s41598-025-98195-6

Internet

https://doi.org/10.1038/s41598-025-98195-6

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