Fault Detection for Satellite Reaction Wheel Based on Zonotopic Set-Membership Estimation

A fault detection method is proposed based on zonotopic set-membership estimation to detect faults in the reaction wheel. First, considering the unknown but bound noise, a zonotope-based estimation is designed based on the nonlinear model of the reaction wheel using the mean value theorem. Then, the residuals and the adaptive threshold are based on the a priori zonotopic estimation, used to detect the fault in parameters, including the Coulomb friction torque coefficient, the bus voltage, and the motor torque coefficient. Finally, the effectiveness of the proposed method is verified by numerical simulations. The simulation results illustrate that the proposed methods can accurately detect different fault scenarios.

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Publication Details

Journal
IEEE Transactions on Aerospace and Electronic Systems
Published
2024-09-10
DOI
https://doi.org/10.1109/taes.2024.3457745
Citations
9
Primary Topic
Fault Detection and Control Systems
Type
article
Field-Weighted Citation Impact
2.95
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article

Fault Detection for Satellite Reaction Wheel Based on Zonotopic Set-Membership Estimation

Yi Shen, Zhenhua Wang, Chi Xu, Zonglin Liu
9 citations
IEEE Transactions on Aerospace and Electronic Systems
Fault Detection and Control Systems
2.95
article

Fault Detection for Satellite Reaction Wheel Based on Zonotopic Set-Membership Estimation

Yi Shen, Zhenhua Wang, Chi Xu, Zonglin Liu
article en
9 citations

Abstract

A fault detection method is proposed based on zonotopic set-membership estimation to detect faults in the reaction wheel. First, considering the unknown but bound noise, a zonotope-based estimation is designed based on the nonlinear model of the reaction wheel using the mean value theorem. Then, the residuals and the adaptive threshold are based on the a priori zonotopic estimation, used to detect the fault in parameters, including the Coulomb friction torque coefficient, the bus voltage, and the motor torque coefficient. Finally, the effectiveness of the proposed method is verified by numerical simulations. The simulation results illustrate that the proposed methods can accurately detect different fault scenarios.

IEEE Transactions on Aerospace and Electronic SystemsVol. 61(2)
University of Kassel (DE), Harbin Institute of Technology (CN)
Climate action
Openalex Percentile: Top 9%
Fault Detection and Control Systems
2.95
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Fault Detection for Satellite Reaction Wheel Based on Zonotopic Set-Membership Estimation — Yi Shen, Zhenhua Wang, et al. · IEEE Transactions on Aerospace and Electronic Systems (2024) | TGRS Research Map | TGRS