Design of self-tuning fuzzy sliding mode control for TORA system

Abstract In this paper, a self-tuning fuzzy sliding-mode controller design approach with decoupled method is proposed. The decoupled method provides a simple way to achieve asymptotic stability for a class of fourth-order nonlinear system. Moreover, heuristic sliding factors are implemented as fuzzy inference. Therefore, the proposed method eliminates the trial-and-error process for finding appropriate the sliding factor and fuzzy rules in decoupled self-tuning signed-distance fuzzy sliding mode controller implementation. The simulation of translational oscillations by a rotational actuator (TORA) system is presented to demonstrate the effectiveness and robustness of the method. Using this approach, the response of system will converge faster than that of previous reports.

[1]  Rainer Palm,et al.  Robust control by fuzzy sliding mode , 1994, Autom..

[2]  Byung Kook Kim,et al.  Design of a single-input fuzzy logic controller and its properties , 1999, Fuzzy Sets Syst..

[3]  Michael Margaliot,et al.  Fuzzy control of a benchmark problem: a computing with words approach , 2004, IEEE Transactions on Fuzzy Systems.

[4]  Jianqiang Yi,et al.  Adaptive sliding mode fuzzy control for a two-dimensional overhead crane , 2005 .

[5]  Fuzzy Logic in Control Systems : Fuzzy Logic , 2022 .

[6]  Wen-Jer Chang,et al.  State variance constrained fuzzy controller design for nonlinear TORA systems with minimizing control input energy , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

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

[8]  Li-Xin Wang,et al.  Adaptive fuzzy systems and control - design and stability analysis , 1994 .

[9]  Sung-Woo Kim,et al.  Design of a fuzzy controller with fuzzy sliding surface , 1995 .

[10]  Ji-Chang Lo,et al.  Decoupled fuzzy sliding-mode control , 1998, IEEE Trans. Fuzzy Syst..

[11]  Andrew G. Alleyne,et al.  Physical insights on passivity-based TORA control designs , 1998, IEEE Trans. Control. Syst. Technol..

[12]  Choo Min Lim,et al.  Application of fuzzy logic control to a manipulator , 1991, IEEE Trans. Robotics Autom..

[13]  K. Narendra,et al.  A New Adaptive Law for Robust Adaptation without Persistent Excitation , 1986, 1986 American Control Conference.

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

[15]  R. Yager,et al.  On the analysis of fuzzy logic controllers , 1994 .

[16]  Zhihong Man,et al.  Design of fuzzy sliding-mode control systems , 1998, Fuzzy Sets Syst..

[17]  Shiuh-Jer Huang,et al.  Adaptive fuzzy controller with sliding surface for vehicle suspension control , 2003, IEEE Trans. Fuzzy Syst..