A Health Index Construction Method for Control Moment Gyroscopes Based on Physics-Inspired Deep Learning Approach

The attitude control system is crucial for spacecraft stability, with the Control Moment Gyroscope (CMG) as a key component. As spacecraft deployment expands, CMG failures have become more frequent, highlighting the importance of health monitoring. This paper presents a health index (HI) constructio...

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Veröffentlicht in:	IEEE Conference on Industrial Electronics and Applications (Online) S. 1 - 6
Hauptverfasser:	Tian, Limei, Zhang, Qiang, Liu, Zhigang, Yu, Jinsong, Gao, Zhanbao, Zhao, Weiheng
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 03.08.2025
Schlagworte:	CNN Control Moment Gyroscope Convolutional neural networks Deep learning Feature extraction Gyroscopes Health Index Indexes Monitoring Physics-Inspired Robustness Space vehicles Transformer Transformers Two-dimensional displays
ISSN:	2158-2297
Online-Zugang:	Volltext
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