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Robust Observer Based Fault-tolerant Control for One-sided Lipschitz Markovian Jump Systems with General Uncertain Transition Rates

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Abstract

This paper presents an integrated design of adaptive sliding mode observer and fault-tolerant control for a class of one-sided Lipschitz Markovian jump systems with general uncertain transition rates. In the design process, an adaptive sliding mode observer is first constructed to estimate the states of the original system without knowing any information of the unknown input. Then a fault-tolerant control strategy is therefore proposed to stabilize the closed-loop system against the unknown input. Sufficient conditions of the existences of the designed observer and controller are deduced in the forms of linear matrix inequalities. In the end, several examples are given to illustrate the effectiveness and make some comparisons with other results.

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References

  1. W. Zhang, H. Su, F. Zhu, and D. Yue, “A note on observers for discrete-time lipschitz nonlinear systems,’ IEEE Transactions on Circuits & Systems II Express Briefs, vol. 59, no. 2, pp. 123–127, November 2011.

    Article  Google Scholar 

  2. G. D. Hu, “Observers for one-sided lipschitz non-linear systems,’ Ima Journal of Mathematical Control & Information, vol. 23, no. 4, pp. 395–401, December 2006.

    Article  MathSciNet  MATH  Google Scholar 

  3. G. D. Hu, “A note on observer for one-sided lipschitz nonlinear systems,’ IMA Journal of Mathematical Control & Information, vol. 25, no. 3, pp. 297–303, September 2007.

    Article  Google Scholar 

  4. Y. Zhao, J. Tao, and N. Z. Shi, “A note on observer design for one-sided lipschitz nonlinear systems,’ Systems & Control Letters, vol. 59, no. 1, pp. 66–71, January 2010.

    Article  MathSciNet  MATH  Google Scholar 

  5. M. Abbaszadeh and H. J. Marquez, “Nonlinear observer design for one-sided lipschitz systems,’ Proc. of American Control Conference, pp. 5284–5289, July 2010.

    Google Scholar 

  6. M. Benallouch, M. Boutayeb, and M. Zasadzinski, “Observer design for one-sided lipschitz discrete-time systems,’ Systems & Control Letters, vol. 61, no. 9, pp. 879–886, September 2012.

    Article  MathSciNet  MATH  Google Scholar 

  7. M. Benallouch, M. Boutayeb, and H. Trinh, “Hoo observer-based control for discrete-time one-sided lipschitz systems with unknown inputs,’ Proc. of IEEE Conference on Decision and Control, February 2016.

    Google Scholar 

  8. W. Zhang, H. Su, H. Wang, and Z. Han, “Full-order and reduced-order observers for one-sided lipschitz nonlinear systems using riccati equations,’ Communications in Nonlinear Science & Numerical Simulation, vol. 17, no. 12, pp. 4968–4977, December 2012.

    Article  MathSciNet  MATH  Google Scholar 

  9. W. Zhang, H. Su, F. Zhu, and S. P. Bhattacharyya, “Improved exponential observer design for one-sided lipschitz nonlinear systems,’ International Journal of Robust & Nonlinear Control, vol. 26, no. 18, pp. 3958–3973, March 2016.

    Article  MathSciNet  MATH  Google Scholar 

  10. A. Zulflqar, M. Rehan, and M. Abid, “Observer design for one-sided lipschitz descriptor systems,’ Applied Mathematical Modelling, vol. 40, no. 3, pp. 2301–2311, February 2016.

    Article  MathSciNet  Google Scholar 

  11. Y. Dong, W. Liu, and S. Liang, “Nonlinear observer design for one-sided lipschitz systems with time-varying delay and uncertainties,’ International Journal of Robust & Nonlinear Control, vol. 27, no. 11, September 2017.

    Google Scholar 

  12. J. Xiong, J. Lam, H. Gao, and D. W. C. Ho, “On robust stabilization of markovian jump systems with uncertain switching probabilities,’ Automatica, vol. 41, no. 5, pp. 897–903, May 2005.

    Article  MathSciNet  MATH  Google Scholar 

  13. Z. Fei, H. Gao, and P. Shi, “New results on stabilization of markovian jump systems with time delay,’ Automatica, vol. 45, no. 10, pp. 2300–2306, October 2009.

    Article  MathSciNet  MATH  Google Scholar 

  14. L. Wu, P. Shi, and H. Gao, “State estimation and sliding-mode control of markovian jump singular systems,’ IEEE Transactions on Automatic Control, vol. 55, no. 5, pp. 1213–1219, February 2010.

    Article  MathSciNet  MATH  Google Scholar 

  15. Q. Y. Fan, G. H. Yang, and D. Ye, “Adaptive tracking control for a class of markovian jump systems with time-varying delay and actuator faults,’ Journal of the Franklin Institute, vol. 352, no. 5, pp. 1979–2001, May 2015.

    Article  MathSciNet  MATH  Google Scholar 

  16. H. Li, P. Shi, D. Yao, and L. Wu, “Observer-based adaptive sliding mode control for nonlinear Markovian jump systems,’ Automatica, vol. 64, no. C, pp. 133–142, February 2016.

    Article  MathSciNet  MATH  Google Scholar 

  17. Y. Wei, J. Qiu, H. R. Karimi, and M. Wang, “Model approximation for two-dimensional Markovian jump systems with state-delays and imperfect mode information,’ Multidimensional Systems & Signal Processing, vol. 26, no. 3, pp. 575–597, January 2014.

    Article  MathSciNet  MATH  Google Scholar 

  18. Y. Wei, J. Qiu, H. R. Karimi, and W. Ji, “A novel memory filtering design for semi-markovian jump time-delay systems,’ IEEE Transactions on Systems Man & Cybernetics Systems, vol. 48, no. 12, pp. 2229–2241, December 2018.

  19. D. Lu, X. Li, J. Liu, and G. Zeng, “Fault estimation and fault tolerant control of markovian jump system with mixed mode-dependent time-varying delays via the adaptive observer approach,’ Journal of Dynamic Systems Measurement & Control, vol. 139, no. 3, March 2017.

    Google Scholar 

  20. X. Li, H. R. Karimi, Y. Wang, D. Lu, and S. Guo, “Robust fault estimation and fault-tolerant control for markovian jump systems with general uncertain transition rates,’ International Journal of Robust & Nonlinear Control, vol. 27, no. 18, June 2017.

    Google Scholar 

  21. W. Chen, S. Xu, B. Zhang, and Z. Qi, “Stability and stabilisation of neutral stochastic delay markovian jump systems,’ let Control Theory & Applications, vol. 10, no. 15, pp. 1798–1807, October 2016.

    Article  MathSciNet  Google Scholar 

  22. Y. Wang, Y. Xia, H. Shen, and P. Zhou, “Smc design for robust stabilization of nonlinear markovian jump singular systems,’ IEEE Transactions on Automatic Control, vol. 63, no. 1, pp. 219–224, Jan. 2018.

    Article  MathSciNet  MATH  Google Scholar 

  23. Z. G. Wu, S. Dong, P. Shi, H. Su, T. Huang, and R. Lu, “Fuzzy-model-based nonfragile guaranteed cost control of nonlinear markov jump systems,’ IEEE Transactions on Systems Man & Cybernetics Systems, vol. 47, no. 8, pp. 2388–2397, Aug. 2017.

    Article  Google Scholar 

  24. J. Wang, Q. Zhang, X. Yan, and D. Zhai, “Stochastic stability and stabilization of discrete-time singular markovian jump systems with partially unknown transition probabilities,’ vol. 25, pp. 1423–1437, 2015.

    Google Scholar 

  25. K. S. Min, B. P. Jin, and Y. H. Joo, “Stability and stabilization for discrete-time markovian jump fuzzy systems with time-varying delays: Partially known transition probabilities case,’ International Journal of Control Automation & Systems, vol. 11, no. 1, pp. 136–146, 2013.

    Article  Google Scholar 

  26. X. Liu and H. Xi, “On exponential stability of neutral delay markovian jump systems with nonlinear perturbations and partially unknown transition rates,’ International Journal of Control Automation & Systems, vol. 12, no. 1, pp. 1–11, February 2014.

    Article  Google Scholar 

  27. S. Xia, S. Ma, Z. Cai, and Z. Zhang, “Stochastic observer design for markovian jump one-sided lipschitz systems with partly unknown transition rates,’ Proc. of Chinese Control Conference, pp. 1139–1144, September 2017.

    Google Scholar 

  28. Y. Wu and J. Dong, “Controller synthesis for one-sided lipschitz markovian jump systems with partially unknown transition probabilities,’ let Control Theory & Applications, vol. 11, no. 14, pp. 2242–2251, September 2017.

    Article  MathSciNet  Google Scholar 

  29. E. K. Boukas, “Hoo control of discrete-time markov jump systems with bounded transition probabilities,’ Optimal Control Applications & Methods, vol. 30, no. 5, pp. 477–494, September 2009.

    Article  MathSciNet  Google Scholar 

  30. Y. Guo and Z. Wang, “Stability of markovian jump systems with generally uncertain transition rates,’ Journal of the Franklin Institute, vol. 350, no. 9, pp. 2826–2836, November 2013.

    Article  MathSciNet  MATH  Google Scholar 

  31. Y. Kao, J. Xie, and C. Wang, “Stabilization of singular markovian jump systems with generally uncertain transition rates,’ IEEE Transactions on Automatic Control, vol. 59, no. 9, pp. 2604–2610, March 2014.

    Article  MathSciNet  MATH  Google Scholar 

  32. L. W. Li and G. H. Yang, “Stabilisation of markov jump systems with input quantisation and general uncertain transition rates,’ Iet Control Theory & Applications, vol. 11, no. 4, pp. 516–523, March 2017.

    Article  MathSciNet  Google Scholar 

  33. W. Qi, Y. Kao, and X. Gao, “Passivity and passification for stochastic systems with markovian switching and generally uncertain transition rates,’ International Journal of Control Automation & Systems, vol. 15, no. 5, pp. 2174–2181, October 2017.

    Article  Google Scholar 

  34. H. Li, H. Gao, P. Shi, and X. Zhao, “Fault-tolerant control of markovian jump stochastic systems via the augmented sliding mode observer approach,’ Automatica, vol. 50, no. 7, pp. 1825–1834, July 2014.

    Article  MathSciNet  MATH  Google Scholar 

  35. M. Liu, P. Shi, L. Zhang, and X. Zhao, “Fault-tolerant control for nonlinear markovian jump systems via proportional and derivative sliding mode observer technique,’ IEEE Transactions on Circuits & Systems I Regular Papers, vol. 58, no. 11, pp. 2755–2764, July 2011.

    Article  MathSciNet  Google Scholar 

  36. J. Tian and S. Ma, “Reduced order H∞ observer design for one-sided lipschitz nonlinear continuous-time singular markov jump systems,’ Proc. of Chinese Control Conference, pp. 709–714, August 2016.

    Google Scholar 

  37. H. Liu, E. K. Boukas, F. Sun, and D. W. C. Ho, “Controller design for markov jumping systems subject to actuator saturation,’ Automatica, vol. 42, no. 3, pp. 459–465, March 2006.

    Article  MathSciNet  MATH  Google Scholar 

  38. A. Poznyak, “New methodologies for adaptive sliding mode control,’ International Journal of Control, vol. 83, no. 9, pp. 1907–1919, September 2010.

    Article  MathSciNet  MATH  Google Scholar 

  39. H. J. Kushner, “Stochastic stability and control,’ Mathematics in Science & Engineering A, 1967.

    Google Scholar 

  40. H. Zhang, Y. Shi, J. Wang, and H. Chen, “A new delay-compensation scheme for networked control systems in controller area networks,’ IEEE Transactions on Industrial Electronics, vol. 65, no. 9, pp. 7239–7247, January 2018.

    Article  Google Scholar 

  41. H. Zhang and J. Wang, “Adaptive sliding-mode observer design for a selective catalytic reduction system of ground-vehicle diesel engines,’ IEEE/ASME Transactions on Mechatronics, vol. 21, no. 4, pp. 2027–2038, March 2016.

    Article  Google Scholar 

  42. Y. Wu, H. R. Karimi, and R. Lu, “Sampled-data control of network systems in industrial manufacture,’ IEEE Transactions on Systems Man & Cybernetics Systems, vol. 65, no. 11, pp. 9016–9024, Nov. 2018.

    Google Scholar 

  43. Y. Wu, R. Lu, P. Shi, H. Su, and Z. G. Wu, “Sampled-data synchronization of complex networks with partial couplings and t-s fuzzy nodes,’ IEEE Transactions on Fuzzy Systems, vol. 26, no. 2, pp. 782–793, April 2018.

    Article  Google Scholar 

  44. Y. Wu and R. Lu, “Event-based control for network systems via integral quadratic constraints,’ IEEE Transactions on Circuits & Systems I Regular Papers, vol. 65, no. 4, pp. 1386–1394, April 2018.

    Article  MathSciNet  Google Scholar 

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Correspondence to Dunke Lu.

Additional information

Recommended by Editor Hamid Reza Karimi. This research was supported by Shanghai sailing plan under Grant No,17YF1407300 and national natural science foundation under Grant No.61803256, and in part by the Talent Program of Shanghai University of Engineering Science.

Feifei Chen is an M.S. student majoring in Transportation Engineering in Shanghai University of Engineering Science, Shanghai, China. Her research interests include observer design and fault tolerant control.

Dunke Lu received the M.S. degree in measurement technology and instrumentation from the University of Shanghai for Science and Technology, Shanghai, China, in 2010, the M.S. degree in analytical instruments, measurement and sensor technology from Hochschule Coburg, Coburg, Germany, in 2010, and the Ph.D. degree from the University of Shanghai for Science and Technology, in 2014. He is currently a Lecturer with the Shanghai University of Engineering Science, Shanghai. His current research interests include test and detection technique, fault-tolerant control, and fault diagnosis.

Xiaohang Li received the M.S. and Ph.D. degrees in control theory and control engineering from Tongji University, Shanghai, China, in 2016. She is currently a Lecturer with the Shanghai University of Engineering Science, Shanghai. Her current research interests include observer design, model-based fault detection, and fault tolerant control.

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Chen, F., Lu, D. & Li, X. Robust Observer Based Fault-tolerant Control for One-sided Lipschitz Markovian Jump Systems with General Uncertain Transition Rates. Int. J. Control Autom. Syst. 17, 1614–1625 (2019). https://doi.org/10.1007/s12555-018-0432-z

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  • DOI: https://doi.org/10.1007/s12555-018-0432-z

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