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Intelligent Fault Diagnosis and Fault-Tolerant Control of Spacecraft

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Intelligent Autonomous Control of Spacecraft with Multiple Constraints
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Abstract

Control Moment Gyroscopes (CMGs) are usually used as the actuator for large spacecraft due to their torque amplification characteristics. For example, the International Space Station (ISS) launched in 1998, and the Tianhe core module launched in 2021 are all equipped with CMGs. Compared with other momentum exchange devices like reaction wheels, the structure and working principle of CMGs are more complex. In practical applications, CMGs are prone to various types of faults and are difficult to implement fault diagnosis.

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References

  1. Cai W, Liao X, Song Y (2008) Indirect robust adaptive fault-tolerant control for attitude tracking of spacecraft. Journal of Guidance, Control, and Dynamics 31(5): 1456–1463

    Article  Google Scholar 

  2. Shao X, Hu Q, Shi Y, Jiang B (2018) Fault-tolerant prescribed performance attitude tracking control for spacecraft under input saturation. IEEE Transactions on Control Systems Technology 28(2): 574–582

    Article  Google Scholar 

  3. Fan L, Hai H, Zhou K (2020) Robust fault-tolerant attitude control for satellite with multiple uncertainties and actuator faults. Chinese Journal of Aeronautics 33(12): 3380–3394

    Article  Google Scholar 

  4. Ma Y, Jiang B, Tao G, Badihi H (2020) Minimum-eigenvalue-based fault-tolerant adaptive dynamic control for spacecraft. Journal of Guidance, Control, and Dynamics 43(9): 1764–1771

    Article  Google Scholar 

  5. Qian L, Hao Y, Dong Z, Jiang B (2020) Fault-tolerant control and vibration suppression of flexible spacecraft: An interconnected system approach. Chinese Journal of Aeronautics 33(7): 2014–2023

    Article  Google Scholar 

  6. Shen Q, Yue C, Goh CH, Wang D (2018) Active fault-tolerant control system design for spacecraft attitude maneuvers with actuator saturation and faults. IEEE Transactions on Industrial Electronics 66(5): 3763–3772

    Article  Google Scholar 

  7. Zhang Y, Jiang J (2008) Bibliographical review on reconfigurable fault-tolerant control systems. Annual Reviews in Control 32(2): 229–252

    Article  Google Scholar 

  8. Hu Q, Shao X, Guo L (2017) Adaptive fault-tolerant attitude tracking control of spacecraft with prescribed performance. IEEE/ASME Transactions on Mechatronics 23(1): 331–341

    Article  Google Scholar 

  9. Fonod R, Henry D, Charbonnel C, Bornschlegl E, Losa D, Bennani S (2015) Robust fdi for fault-tolerant thrust allocation with application to spacecraft rendezvous. Control Engineering Practice 42: 12–27

    Article  Google Scholar 

  10. Shen Q, Yue C, Yu X, Goh CH (2020) Fault modeling, estimation, and fault-tolerant steering logic design for single-gimbal control moment gyro. IEEE Transactions on Control Systems Technology 29(1): 428–435

    Article  Google Scholar 

  11. Zhu S, Wang D, Shen Q, Poh EK (2017) Satellite attitude stabilization control with actuator faults. Journal of Guidance, Control, and Dynamics 40(5): 1304–1313

    Article  Google Scholar 

  12. Yue C, Shen Q, Cao X, Wang F, Goh CH, Lee TH (2019) Development of a general momentum exchange devices fault model for spacecraft fault-tolerant control system design. arXiv preprint arXiv:1907.06751

  13. Farahani HV, Rahimi A (2020) Fault diagnosis of control moment gyroscope using optimized support vector machine. In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Toronto, ON, Canada, pp 3111–3116

    Google Scholar 

  14. Breiten T, Kunisch K (2021) Neural network based nonlinear observers. Systems & Control Letters 148: 104829

    Google Scholar 

  15. Wu Q, Saif M (2005) Neural adaptive observer based fault detection and identification for satellite attitude control systems. In: Proceedings of the American Control Conference, Portland, OR, United states, pp 1054–1059

    Google Scholar 

  16. Talebi HA, Khorasani K, Tafazoli S (2008) A recurrent neural-network-based sensor and actuator fault detection and isolation for nonlinear systems with application to the satellite’s attitude control subsystem. IEEE Transactions on Neural Networks 20(1): 45–60

    Article  Google Scholar 

  17. Talebi HA, Khorasani K (2012) A neural network-based multiplicative actuator fault detection and isolation of nonlinear systems. IEEE Transactions on Control Systems Technology 21(3): 842–851

    Article  Google Scholar 

  18. Abbaspour A, Aboutalebi P, Yen KK, Sargolzaei A (2017) Neural adaptive observer-based sensor and actuator fault detection in nonlinear systems: Application in UAV. ISA Transactions 67: 317–329

    Article  Google Scholar 

  19. Shen Q, Jiang B, Shi P, Lim CC (2014) Novel neural networks-based fault tolerant control scheme with fault alarm. IEEE Transactions on Cybernetics 44(11): 2190–2201

    Article  Google Scholar 

  20. Li Y, Du X, Wan F, Wang X, Yu H (2020) Rotating machinery fault diagnosis based on convolutional neural network and infrared thermal imaging. Chinese Journal of Aeronautics 33(2): 427–438

    Article  Google Scholar 

  21. Sun L, Zheng Z (2017) Disturbance-observer-based robust backstepping attitude stabilization of spacecraft under input saturation and measurement uncertainty. IEEE Transactions on Industrial Electronics 64(10): 7994–8002

    Article  Google Scholar 

  22. Sun S, Wei X, Zhang H, Karimi HR, Han J (2018) Composite fault-tolerant control with disturbance observer for stochastic systems with multiple disturbances. Journal of the Franklin Institute 355(12): 4897–4915

    Article  MathSciNet  MATH  Google Scholar 

  23. Cheng Y, Wang R, Xu M (2015) A combined model-based and intelligent method for small fault detection and isolation of actuators. IEEE Transactions on Industrial Electronics 63(4): 2403–2413

    Google Scholar 

Download references

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Correspondence to Qinglei Hu .

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© 2023 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

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Hu, Q., Shao, X., Guo, L. (2023). Intelligent Fault Diagnosis and Fault-Tolerant Control of Spacecraft. In: Intelligent Autonomous Control of Spacecraft with Multiple Constraints. Springer, Singapore. https://doi.org/10.1007/978-981-99-0681-9_5

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