Abstract
This paper is concerned with the stabilization problem for a class of uncertain chaotic systems. Based on a set of linguistic rules, a novel variable universe fuzzy sliding-mode control approach is designed to improve the robustness and the stability of system. Based on Lyapunov stability theory, the overall closed-loop system is shown to be stable. The designed controller not only can control the uncertain chaotic system to a desired state, but also the control action is smooth without chattering. Simulation examples are presented to further illustrate the advantage of the proposed method.
Similar content being viewed by others
References
Ott, E., Grebogi, C., Yorke, J.A.: Controlling chaos. Phys. Rev. Lett. 64, 1196–1199 (1990)
Chen, G., Dong, X.: From Chaos to Order: Methodologies, Perspectives and Applications. World Scientific, Singapore (1998)
Wang, X.Y.: Chaos in the Complex Nonlinearity System. Electronics Industry Press, Beijing (2003)
Chen, G.R., Lü, J.H.: Dynamical Analyses, Control and Synchronization of the Lorenz System Family. Science Press, Beijing (2003)
Singer, J., Wang, Y.Z., Bau, H.H.: Controlling a chaotic system. Phys. Rev. Lett. 66, 1123–1125 (1991)
Chen, G., Dong, X.: On feedback control of chaotic dynamic systems. Int. J. Bifurc. Chaos 2, 407–411 (1992)
Zhang, R., Yang, S.: Adaptive synchronization of fractional-order chaotic systems via a single driving variable. Nonlinear Dyn. 66, 831–837 (2011)
Liu, Y.J., Zheng, Y.Q.: Adaptive robust fuzzy control for a class of uncertain chaotic systems. Nonlinear Dyn. 57, 431–439 (2009)
Pyragas, K.: Control of chaos via extended delay feedback. Phys. Lett. A 206, 323–330 (1995)
Vassiliadis, D.: Parametric adaptive control and parameter identification of low-dimensional chaotic systems. Physica D 71, 319–341 (1994)
Franz, M., Zhang, M.H.: Suppression and creation chaos in a periodically forced Lorenz system. Phys. Rev. E 52, 3558–3565 (1995)
Braiman, Y., Goldhirsch, I.: Taming chaotic dynamics with weak periodic perturbations. Phys. Rev. Lett. 66, 2545–2548 (1991)
Hu, Y.M.: Theoretics and Application of Variable Structure Control. Science Press, Beijing (2003)
Chen, D., Liu, Y., Zhang, R.: Control of a class of fractional-order chaotic systems via sliding mode. Nonlinear Dyn. 67, 893–901 (2012)
Liu, L., Han, Z., Li, W.: Global sliding mode control and application in chaotic systems. Nonlinear Dyn. 56, 193–198 (2009)
Hwang, J., Kwak, H., Park, G.: Adaptive interval type-2 fuzzy sliding mode control for unknown chaotic system. Nonlinear Dyn. 63, 491–502 (2011)
Hung, J.Y., Gao, W., Hung, J.: Variable structure control: a survey. IEEE Trans. Ind. Electron. 40, 2–22 (1993)
Baik, I.C., Kim, K., Kim, H., Moon, G., Youn, M.: Robust nonlinear speed control of PM synchronous motor using boundary layer integral sliding control with sliding load torque observer. In: IEEE PESC’96 Record 2, Baveno, pp. 1242–1247 (1996)
Ho, H., Wong, Y., Rad, A.: Adaptive fuzzy sliding mode control with chattering elimination for nonlinear SISO systems. Simul. Model. Pract. Theory 17, 1199–1210 (2009)
Slotine, J., Li, W.: Applied Nonlinear Control. Prentice-Hall, New Jersey (1991)
Roopaei, M., Zolghadri, M., Meshksar, S.: Enhanced adaptive fuzzy sliding mode control for uncertain nonlinear systems. Commun. Nonlinear Sci. Numer. Simul. 14, 3670–3681 (2009)
Hwang, G., Lin, S.: A stability approach to fuzzy control design for nonlinear systems. Fuzzy Sets Syst. 48, 279–287 (1992)
Roopaei, M., Zolghadri Jahromi, M.: Chattering-free fuzzy sliding mode control in MIMO uncertain systems. Nonlinear Anal. 71, 4430–4437 (2009)
Su, J., Chen, T., Wang, C.: Adaptive fuzzy sliding mode control with GA-Based reaching laws. Fuzzy Sets Syst. 120, 145–158 (2001)
Lin, W., Chen, C.: Robust adaptive sliding mode control using fuzzy modeling for a class of uncertain MIMO nonlinear systems. IEE Proc., Control Theory Appl. 149, 193–201 (2002)
Tao, C., Chan, M., Lee, T.: Adaptive fuzzy sliding mode controller for linear systems with mismatched time-varying uncertainties. IEEE Trans. Syst. Man Cybern., Part B, Cybern. 33, 283–293 (2003)
Itkis, U.: Control System of Variable Structure. Wiley, New York (1976)
Utkin, V.I.: Sliding Mode and Their Application in Variable Structure Systems. Mir Editors, Moscow (1978)
Li, H.: Adaptive fuzzy controllers based on variable universe. Sci. China Ser. E 29, 10–20 (1999)
Han, F.L., Yu, X.H., Wang, Y.Y., Feng, Y., Chen, G.: N-scroll chaotic oscillators by second-order systems and double-hysteresis blocks. Electron. Lett. 39, 1636–1638 (2003)
Acknowledgements
This research is supported by the National Natural Science Foundation of China (Grant No. 60973152) and the Natural Science Foundation of Liaoning Province, China (Grant No. 20082165).
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Niu, YJ., Wang, XY. A novel adaptive fuzzy sliding-mode controller for uncertain chaotic systems. Nonlinear Dyn 73, 1201–1209 (2013). https://doi.org/10.1007/s11071-012-0444-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11071-012-0444-9