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Integral Sliding-Mode Fault-Tolerant Control for Fuzzy Singular Systems with Actuator Saturation

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Abstract

In this paper, the \(H_\infty \) reliable control problem is investigated for a class of nonlinear singular systems subject to external disturbance and actuator faults and saturations. By means of the Takagi–Sugeno fuzzy model to describe the nonlinear plant, a reliable sliding-mode control scheme is built to compensate for the impact of aforementioned factors on system stability and performance. First, a fuzzy integral sliding function is designed and sufficient conditions are derived such that the sliding-mode dynamics is robustly admissible and satisfies the pre-specified \(H_\infty \) disturbance attenuation requirement. Then, by considering the saturation as nonlinear input, an adaptive sliding-mode control law is synthesized to ensure reachability of the specified sliding surface. Finally, the lower-limb rehabilitation system is exploited to validate the effectiveness of the presented controller design methodology.

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References

  1. H. Alwi, C. Edwards, Fault tolerant control using sliding modes with on-line control allocation. Automatica 44, 1859–1866 (2008)

    MathSciNet  MATH  Google Scholar 

  2. J. Boskovic, S. Li, R. Mehra, Robust adaptive variable structure control of spacecraft under control input saturation. J. Guid. Control Dyn. 24(1), 14–22 (2001)

    Google Scholar 

  3. D. Bustan, N. Pariz, S. Sani, Robust fault-tolerant tracking control design for spacecraft under control input saturation. ISA Trans. 53, 1073–1080 (2014)

    Google Scholar 

  4. J. Chang, Dynamic output feedback integral sliding mode control design for uncertain systems. Intern. J. Robust Nonlinear Control 12, 841–857 (2012)

    MathSciNet  MATH  Google Scholar 

  5. W. Cui, J. Fang, Y. Shen, W. Zhang, Dissipativity analysis of singular systems with Markovian jump parameters and mode-dependent mixed time-delays. Neurocomputing 110, 121–127 (2013)

    Google Scholar 

  6. J. Cunha, R. Costa, L. Hsu, T. Oliveira, Output-feedback sliding-mode control for systems subjected to actuator and internal dynamics failures. IET Control Theory Appl. 9, 637–647 (2015)

    MathSciNet  Google Scholar 

  7. L. Dai, in Singular Control Systems, Lecture Notes in Control and Information Sciences, vol. 118 (Springer, New York, 1989)

  8. S. Dhahri, A. Sellami, F.B. Hmida, Robust \(H_\infty \) sliding mode observer design for fault estimation in a class of uncertain nonlinear systems with LMI optimization approach. Int. J. Control Autom. Syst. 105, 1032–1041 (2012)

    Google Scholar 

  9. G. Duan, Analysis and Design of Descriptor Linear Systems (Springer, New York, 2010)

    MATH  Google Scholar 

  10. Z. Feng, J. Lam, H. Gao, \(\alpha \)-dissipativity analysis of singular time-delay systems. Automatica 47, 2548–2552 (2011)

    MathSciNet  MATH  Google Scholar 

  11. B. Jiang, C. Gao, J. Xie, Passivity based sliding mode control of uncertain singular Markovian jump systems with time-varying delay and nonlinear perturbations. Appl. Math. Comput. 271, 187–200 (2015)

    MathSciNet  MATH  Google Scholar 

  12. B. Jiang, Y. Kao, C. Gao, X. Yao, Passification of uncertain singular semi-Markovian jump systems with actuator failures via sliding mode approach. IEEE Trans. Autom. Control 62, 4138–4143 (2017)

    MathSciNet  MATH  Google Scholar 

  13. M. Kchaou, A. El-Hajjaji, Resilient \(H_\infty \) sliding mode control for discrete-time descriptor fuzzy systems with multiple time delays. Int. J. Syst. Sci. 48, 288–3014 (2017)

    MathSciNet  MATH  Google Scholar 

  14. M. Kchaou, H. Gassara, A. El-Hajjaji, Robust observer-based control design for uncertain singular systems with time-delay. Int. J. Adapt. Control Signal Process. 28(2), 169–183 (2014)

    MathSciNet  MATH  Google Scholar 

  15. M. Kchaou, H. Gassara, A. El-Hajjaji, A. Toumi, Dissipativity-based integral sliding-mode control for a class of Takagi–Sugeno fuzzy singular systems with time-varying delay. IET Control Theory Appl. 8(17), 2045–2054 (2014)

    MathSciNet  Google Scholar 

  16. M. Kchaou, M. Mahmoud, Robust \((Q, S, R)-\gamma \)-dissipative sliding mode control for uncertain discrete-time descriptor systems with time-varying delay. IMA J. Math. Control Inf. 32, 1–22 (2017)

    Google Scholar 

  17. M. Kchaou, F. Tadeo, M. Chaabane, A partitioning approach for \(\text{ H }_\infty \) control of singular time-delay systems. Optim. Control Appl. Methods 34(4), 472–486 (2013)

    MathSciNet  MATH  Google Scholar 

  18. M.H. Khooban, T. Niknam, F. Blaabjerg, M. Dehghani, Free chattering hybrid sliding mode control for a class of non-linear systems: electric vehicles as a case study. IET Sci. Meas. Technol. 10, 776–785 (2016)

    Google Scholar 

  19. G. Lai, Z. Liu, C.P. Chen, Y. Zhang, X. Chen, Adaptive compensation for infinite number of time-varying actuator failures in fuzzy tracking control of uncertain non-linear systems. IEEE Trans. Fuzzy Syst. 2, 474–486 (2018)

    Google Scholar 

  20. F. Li, P. Shi, L. Wu, X. Zhang, Fuzzy-model-based D-stability and non-fragile control for discrete-time descriptor systems with multiple delays. IEEE Trans. Fuzzy Syst. 22(4), 1019–1025 (2014)

    Google Scholar 

  21. H. Li, Y. Wang, D. Yao, R. Lu, A sliding mode approach to stabilization of nonlinear Markovian jump singularly perturbed systems. Automatica 97, 404–413 (2018)

    MathSciNet  MATH  Google Scholar 

  22. H. Li, Z. Zhang, H. Yan, X. Xie, Adaptive event-triggered fuzzy control for uncertain active suspension systems. IEEE Trans. Cybern. (2018). https://doi.org/10.1109/TCYB.2018.2864776

    Article  Google Scholar 

  23. J. Li, Y. Pan, H. Su, C. Wen, Stochastic reliable control of a class of networked control systems with actuator faults and input saturation. Int. J. Control Autom. Syst. 12(3), 564–571 (2014)

    Google Scholar 

  24. J. Li, Q. Zhang, A linear switching function approach to sliding mode control and observation of descriptor systems. Automatica 95, 112–121 (2018)

    MathSciNet  MATH  Google Scholar 

  25. J. Li, Q. Zhang, X. Yan, S. Spurgeon, Robust stabilization of TS fuzzy stochastic descriptor systems via integral sliding modes. IEEE Trans. Cyber. 48, 1–14 (2017)

    Google Scholar 

  26. J. Li, Q. Zhang, X. Yan, S. Spurgeon, Observer-based fuzzy integral sliding mode control for nonlinear descriptor systems. IEEE Trans. Fuzzy Syst. 26, 2818–2832 (2018)

    Google Scholar 

  27. J. Li, Q. Zhang, X. Yan, S. Spurgeon, Integral sliding mode control for Markovian jump T–S fuzzy descriptor systems based on the super-twisting algorithm. IET Control Theory Appl. 11, 1134–1143 (2017)

    MathSciNet  Google Scholar 

  28. H. Liang, Y. Zhou, H. Ma, Q. Zhou, Adaptive distributed observer approach for cooperative containment control of nonidentical networks. IEEE Trans. Syst. Man Cybern. Syst. 49(2), 299–307 (2019)

    Google Scholar 

  29. Y. Liu, Y. Niu, Y. Zou, Sliding mode control for uncertain switched systems subject to actuator nonlinearity. Int. J. Control Autom. Syst. 12(1), 57–62 (2014)

    Google Scholar 

  30. S. Ma, E. Boukas, Y. Chinniah, Stability and stabilization of discrete-time singular markov jump systems with time-varying delay. Int. J. Robust Nonlinear Control 20, 531–543 (2010)

    MathSciNet  MATH  Google Scholar 

  31. Z. Ma, G. Sun, Adaptive hierarchical sliding mode control with input saturation for attitude regulation of multi-satellite tethered system. J. Astronaut. Sci. 64, 207–230 (2017)

    Google Scholar 

  32. Y. Niu, Y. Liu, T. Jia, Reliable control of stochastic systems via sliding mode technique. Optim. Control Appl. Methods 34, 712–727 (2013)

    MathSciNet  MATH  Google Scholar 

  33. I. Petersen, A stabilization algorithm for a class of uncertain linear systems. Syst. Control Lett. 8, 35–357 (1987)

    MathSciNet  Google Scholar 

  34. L. Seddiki, K. Guelton, J. Zaytoon, Concept and Takagi–Sugeno descriptor tracking controller design of a closed muscular chain lower-limb rehabilitation device. IET Control Theory Appl. 4(8), 1407–1420 (2010)

    Google Scholar 

  35. D. Shin, D. Phu, S. Choi, S. Choi, An adaptive fuzzy sliding mode control of magneto-rheological seat suspension with human body model. J. Intell. Mater. Syst. Struct. 27(7), 925–934 (2016)

    Google Scholar 

  36. T. Takagi, M. Sugeno, Fuzzy identification of systems and its application to modelling and control. Trans. Syst. Man Cybern. 15(1), 116–132 (1985)

    MATH  Google Scholar 

  37. K. Tanaka, H.O. Wang, Fuzzy Control Systems Design and Analysis: Linear Matrix Inequality Approach (Wiley, New York, 2001)

    Google Scholar 

  38. H. Tuan, P. Apkarian, T. Narikiyo, Y. Yamamoto, Parameterized linear matrix inequality techniques in fuzzy control system design. IEEE Trans. Fuzzy Syst. 9(2), 324–332 (2001)

    Google Scholar 

  39. Q. Wang, K. Zhang, A. Xue, Reliable robust control for the system with input saturation based on gain scheduling. Circuits Syst. Signal Process. (2016). https://doi.org/10.1007/s00034-016-0427-z

    Article  MATH  Google Scholar 

  40. Y. Wang, J. Fei, Adaptive sliding mode control for PMSM position regulation system. Int. J. Innov. Comput. Inf. Control 11(3), 881–891 (2015)

    Google Scholar 

  41. Y. Wang, P. Shi, H. Yan, Reliable control of fuzzy singularly perturbed systems and its application to electronic circuits. IEEE Trans. Circuits Syst. I 65(10), 3519–3528 (2018)

    MathSciNet  Google Scholar 

  42. Y. Wang, X. Yang, H. Yan, Reliable fuzzy tracking control of near-space hypersonic vehicle using aperiodic measurement information. IEEE Trans. Ind. Electron. (2019). https://doi.org/10.1109/TIE.2019.2892696

    Article  Google Scholar 

  43. G. Wu, Reliable passivity and passification for singular Markovian systems. IMA J. Math. Control Inf. 20, 155–168 (2013)

    MathSciNet  MATH  Google Scholar 

  44. L. Wu, W. Zheng, Passivity-based sliding mode control of uncertain singular time-delay systems. Automatica 45, 2120–2127 (2009)

    MathSciNet  MATH  Google Scholar 

  45. S. Xu, Y. Liu, Study of Takagi–Sugeno fuzzy-based terminal-sliding mode fault-tolerant control. IET Control Theory Appl. 8, 667–674 (2014)

    MathSciNet  Google Scholar 

  46. C. Yang, L. Ma, X. Ma, X. Wang, Stability analysis of singularly perturbed control systems with actuator saturation. J. Frankl. Inst. 353, 1284–1296 (2016)

    MathSciNet  MATH  Google Scholar 

  47. J. Yoneyama, Robust \(H_\infty \) control of uncertain fuzzy systems under time-varying sampling. Fuzzy Sets Syst. 161, 859–871 (2010)

    MathSciNet  MATH  Google Scholar 

  48. F. Yu, H. Chung, S. Chen, Fuzzy sliding mode controller design for uncertain time-delayed systems with nonlinear input. Fuzzy Sets Syst. 140, 359–374 (2003)

    MathSciNet  MATH  Google Scholar 

  49. L. Zhang, J. Wu, Reliable control for time-varying delay switched fuzzy systems with faulty actuators based on observers switching method. Math. Probl. Eng. 2013, 1–12 (2013)

    MathSciNet  MATH  Google Scholar 

  50. Y. Zhang, J. Jiang, Bibliographical review on reconfigurable fault-tolerant control systems. Annu. Rev. Control 32, 229–252 (2008)

    Google Scholar 

  51. Z. Zhang, H. Liang, C. Wu, C. Ahn, Adaptive event-triggered output feedback fuzzy control for nonlinear networked systems with packet dropouts and actuator failure. IEEE Trans. Fuzzy Syst. (2019). https://doi.org/10.1109/TFUZZ.2019.2891236

    Article  Google Scholar 

  52. X. Zhu, Y. Wang, G. Yang, New delay-dependent stability results for discrete-time recurrent neural networks with time-varying delay. Neurocomputing 72, 3376–3383 (2009)

    Google Scholar 

  53. Z. Zuo, D. Ho, Y. Wang, Fault tolerant control for singular systems with actuator saturation and nonlinear perturbation. Automatica 46, 569–576 (2010)

    MathSciNet  MATH  Google Scholar 

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Kchaou, M., Al Ahmadi, S. & Draou, E. Integral Sliding-Mode Fault-Tolerant Control for Fuzzy Singular Systems with Actuator Saturation. Circuits Syst Signal Process 39, 1307–1334 (2020). https://doi.org/10.1007/s00034-019-01210-1

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