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Robust Nonfragile Control Strategies for Bilinear Uncertain Fuzzy Systems Based on Proportional PDC Approach

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Advances in Robust Control and Applications

Part of the book series: Studies in Systems, Decision and Control ((SSDC,volume 474))

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Abstract

This chapter deals with robust nonfragile stabilization and tracking control problems of nonlinear systems described as bilinear Takagi-Sugeno fuzzy systems with parametric uncertainties and external disturbances. Besides, the objective is focused on the design of robust state-feedback controllers such that closed-loop systems are globally asymptotically stable with disturbance attenuation in spite of controllers gains variations. However, the quadratic Lyapunov function, proportional parallel distributed compensation approach, \({H_\infty }\) synthesis criterion, and linear matrix inequalities techniques are provided to design sufficient stability conditions with decay rate. Finally, a numerical example based on nonlinear mass-spring-damper mechanical system is considered to demonstrate the effectiveness and the performances of the proposed control schemes.

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References

  1. Chang, X.-H., Yang, G.-H.: Nonfragile \({H}_\infty \) filter design for T-S fuzzy systems in standard form. IEEE Trans. Ind. Electron. 61(7), 3448–3458 (2014)

    Article  Google Scholar 

  2. Gao, H., Lam, J., Wang, Z.: Discrete bilinear stochastic systems with time varying delay: stability analysis and control synthesis. Chaos, Solitons Fractals 34(2), 394–404 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  3. Ghorbel, C., Benhadj Braiek, N.: PPDC design-based \({H}_{\infty }\) non-fragile controller for a class of bilinear systems. In: 18th International Multi-Conference on Systems, Signals and Devices, pp. 1302–1307 (2021)

    Google Scholar 

  4. Ghorbel, C., Braiek, N.B.: Nonfragile \({H}_\infty \) tracking control strategies for classes of linear and bilinear uncertain Takagi-Sugeno fuzzy systems. Trans. Inst. Meas. Control 44(11), 2166–2176 (2022)

    Article  Google Scholar 

  5. Ghorbel, C., Tiga, A., Benhadj Braiek, N.: Proportional PDC design-based Robust stabilization and tracking control strategies for uncertain and disturbed T-S model. Complexity 2020, 1–9 (2020)

    Article  MATH  Google Scholar 

  6. Huang, S.-J., He, X.-Q., Zhang, N.-N.: New results on \({H}_\infty \) filter design for nonlinear systems with time delay via T-S fuzzy models. IEEE Trans. Fuzzy Syst. 19(1), 193–199 (2011)

    Article  Google Scholar 

  7. Kchaou, M., El Hajjaji, A., Toumi, A.: Non-fragile \({H}_\infty \) output feedback control design for continuous-time fuzzy systems. ISA Trans. 54, 3–14 (2014)

    Article  Google Scholar 

  8. Lee, S., Park, M., Baek, J.: Robust adaptive synchronization of a class of chaotic systems via fuzzy bilinear observer using projection operator. Inf. Sci. 402, 182–198 (2017)

    Article  MATH  Google Scholar 

  9. Li, T.-H.S., Tsai, S.-H.: TS fuzzy bilinear model and fuzzy controller design for a class of nonlinear systems. IEEE Trans. Fuzzy Syst. 15(3), 494–506 (2007)

    Article  Google Scholar 

  10. Mardani, M.M., Vafamand, N., Khooban, M.H., Dragicevic, T., Blaabjerg, F.: Non-fragile controller design of uncertain saturated polynomial fuzzy systems subjected to persistent bounded disturbance. Trans. Inst. Meas. Control 41(3), 842–858 (2019)

    Article  Google Scholar 

  11. Nguang, S.K., Shi, P.: Robust \({{H}_\infty }\) output feedback control design for fuzzy dynamic systems with quadratic D stability constraints: an LMI approach. Inf. Sci. 176(15), 2161–2191 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  12. Penny, W., Ghahramani, Z., Friston, K.: Bilinear dynamical systems. Philos. Trans. R. Soc. B: Biol. Sci. 360(1457), 983–993 (2005)

    Article  Google Scholar 

  13. Rayouf, Z., Ghorbel, C., Braiek, N.B.: Non-fragile \({H}_{\infty }\) stabilizing nonlinear systems described by multivariable Hammerstein models. Complexity 2021(1), 1–12 (2021)

    Article  Google Scholar 

  14. Rtibi, H., Elloumi, S., Braiek, N.B.: Development of a decentralized nonlinear controller for a class of uncertain polynomial interconnected systems: application for a large scale power system. Trans. Inst. Meas. Control 41(8), 2236–2249 (2019)

    Article  Google Scholar 

  15. Sun, X., Zhang, H., Han, J., Wang, Y.: Non-fragile control for interval type-2 TSK fuzzy logic control systems with time-delay. J. Frankl. Inst. 354(18), 7997–8014 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  16. Takagi, T., Sugeno, M.: Fuzzy identification of systems and its applications to modeling and control. IEEE Trans. Syst., Man, Cybern. 15(1), 116–132 (1985)

    Article  MATH  Google Scholar 

  17. Tanaka, K., Ikeda, T., Wang, H.O.: Fuzzy regulators and fuzzy observers: relaxed stability conditions and LMI-based designs. IEEE Trans. Fuzzy Syst. 6(2), 250–265 (1998)

    Article  Google Scholar 

  18. Tang, G.-Y., Zhao, Y.-D., Ma, H.: Optimal output tracking control for bilinear systems. Trans. Inst. Meas. Control 28(4), 387–397 (2006)

    Article  Google Scholar 

  19. Tang, P., Ma, Y.: Exponential stabilization and non-fragile sampled-date dissipative control for uncertain time-varying delay T-S fuzzy systems with state quantization. Inf. Sci. 545, 513–536 (2021)

    Article  MathSciNet  MATH  Google Scholar 

  20. Tsai, S.-H., Chen, W.-H., Hsiao, M.-Y.: State-feedback stabilisation for fuzzy bilinear uncertain system with disturbance via fuzzy control approach. Int. J. Syst. Sci. 43(8), 1386–1395 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  21. Tsai, S.-H., Li, T.-H.S.: Robust \({{H}_\infty }\) fuzzy control of a class of fuzzy bilinear systems with time-delay. Chaos, Solitons Fractals 39(5), 2028–2040 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  22. Wei, Y., Peng, X., Qiu, J.: Robust and non-fragile static output feedback control for continuous-time semi-Markovian jump systems. Trans. Inst. Meas. Control 38(9), 1136–1150 (2016)

    Article  Google Scholar 

  23. Yang, J., Zhong, S., Xiong, L.: A descriptor system approach to non-fragile \({H}_\infty \) control for uncertain fuzzy neutral systems. Fuzzy Sets Syst. 160(4), 423–438 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  24. Zhang, S., Wang, Z., Ding, D., Dong, H., Alsaadi, F.E., Hayat, T.: Nonfragile \({H}_\infty \) fuzzy filtering with randomly occurring gain variations and channel fadings. IEEE Trans. Fuzzy Syst. 24(3), 505–518 (2016)

    Article  Google Scholar 

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Correspondence to Chekib Ghorbel .

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Ghorbel, C., Braiek, N.B. (2023). Robust Nonfragile Control Strategies for Bilinear Uncertain Fuzzy Systems Based on Proportional PDC Approach. In: Derbel, N., Nouri, A.S., Zhu, Q. (eds) Advances in Robust Control and Applications. Studies in Systems, Decision and Control, vol 474. Springer, Singapore. https://doi.org/10.1007/978-981-99-3463-8_16

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