Adaptive fuzzy sliding mode controller for linear systems with mismatched time-varying uncertainties

A new design approach for an adaptive fuzzy sliding mode controller (AFSMC) for linear systems with mismatched time-varying uncertainties is presented. The coefficient matrix of the sliding function can be designed to satisfy a sliding coefficient matching condition provided time-varying uncertainties are bounded. With the sliding coefficient matching condition satisfied, an AFSMC is proposed to stabilize the uncertain system. The parameters of output fuzzy sets in the fuzzy mechanism are on-line adapted to improve the performance of the fuzzy sliding mode control system. The bounds of uncertainties are not required to be known in advance for the AFSMC. Stability of the fuzzy control system is guaranteed and the system is shown to be invariant on the sliding surface. Moreover, chattering around the sliding surface in sliding mode control can be reduced by the proposed design approach. Simulation results are included to illustrate the effectiveness of the proposed AFSMC.

[1]  V. Utkin Variable structure systems with sliding modes , 1977 .

[2]  Tsu-Tian Lee,et al.  Design of a fuzzy logic controller as a suction controller , 1997, Fuzzy Sets Syst..

[3]  Jacob S. Glower,et al.  Designing fuzzy controllers from a variable structures standpoint , 1997, IEEE Trans. Fuzzy Syst..

[4]  Weiping Li,et al.  Applied Nonlinear Control , 1991 .

[5]  Shiuh-Jer Huang,et al.  An adaptive fuzzy sliding-mode controller for servomechanism disturbance rejection , 2001, IEEE Trans. Ind. Electron..

[6]  Masayoshi Tomizuka,et al.  Fuzzy smoothing algorithms for variable structure systems , 1994, IEEE Trans. Fuzzy Syst..

[7]  Feipeng Da,et al.  Decentralized sliding mode adaptive controller design based on fuzzy neural networks for interconnected uncertain nonlinear systems , 2000, IEEE Trans. Neural Networks Learn. Syst..

[8]  Chih-Lyang Hwang,et al.  A stable adaptive fuzzy sliding-mode control for affine nonlinear systems with application to four-bar linkage systems , 2001, IEEE Trans. Fuzzy Syst..

[9]  John Y. Hung,et al.  Variable structure control: a survey , 1993, IEEE Trans. Ind. Electron..

[10]  J.-C. Shen Designing stabilising controllers and observers for uncertain linear systems with time-varying delay , 1997 .

[11]  S. P. Chan An approach to perturbation compensation for variable structure systems , 1996, Autom..

[12]  Ümit Özgüner,et al.  Sliding-mode Design for Robust Linear Optimal Control , 1997, Autom..

[13]  G. Feng,et al.  An adaptive fuzzy controller based on sliding mode for robot manipulators , 1999, IEEE Trans. Syst. Man Cybern. Part B.

[14]  Hao Ying,et al.  Essentials of fuzzy modeling and control , 1995 .

[15]  Woonchul Ham,et al.  Adaptive fuzzy sliding mode control of nonlinear system , 1998, IEEE Trans. Fuzzy Syst..

[16]  F. Chang,et al.  Adaptive chattering alleviation of variable structure systems control , 1990 .

[17]  Romeo Ortega,et al.  Variable structure systems with chattering reduction: A microprocessor based design , 1984, Autom..

[18]  Han Ho Choi,et al.  An Explicit Formula of Linear Sliding Surfaces for a Class of Uncertain Dynamic Systems with Mismatched Uncertainties , 1998, Autom..

[19]  Chin-Wang Tao,et al.  Sliding mode controller for linear systems with mismatched time-varying uncertainties , 2000, J. Frankl. Inst..

[20]  Guang-Chyan Hwang,et al.  A stability approach to fuzzy control design for nonlinear systems , 1992 .

[21]  Yury Stepanenko,et al.  A Sliding Mode Controller with Improved Adaptation Laws for the Upper Bounds on the Norm of Uncertainties , 1998, Autom..

[22]  Marcelo Simoes Introduction to Fuzzy Control , 2003 .