On a Class of Control Systems with Takagi-Sugeno PI-Fuzzy Controllers

The paper proposes a new development method dedicated to a class of fuzzy control systems containing Takagi-Sugeno PI-fuzzy controllers to control SISO linear / linearized plants. The considered controllers are characterized by variable number of triangular input membership functions. The method is expressed in terms of relatively simple steps that use the prediction of the limit cycles on the basis of the gain-phase margin analysis and on the design results from the linear case. The method is applied to the development of a class of PI-fuzzy controllers for servo systems, and it is accompanied by the sensitivity analysis with respect to the parametric variations of the controlled plant and validated by a case study.

[1]  Aníbal Ollero,et al.  Stability analysis of nonlinear multivariable Takagi-Sugeno fuzzy control systems , 1999, IEEE Trans. Fuzzy Syst..

[2]  Bing-Fei Wu,et al.  Gain-phase margin analysis of dynamic fuzzy control systems , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[3]  Michio Sugeno,et al.  Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[4]  Robert Babuška,et al.  An overview of fuzzy modeling for control , 1996 .

[5]  Stefan Preitl,et al.  Stability analysis and development of a class of fuzzy control systems , 2000 .

[6]  Byung Soo Moon,et al.  Equivalence between fuzzy logic controllers and PI controllers for single input systems , 1995 .

[7]  Javier Aracil,et al.  STABILITY OF FUZZY CONTROL SYSTEMS BY USING NONLINEAR SYSTEM THEORY , 1993 .

[8]  John Y. Cheung,et al.  Application of describing functions in the transient response analysis of a three-term fuzzy controller , 1993, IEEE Trans. Syst. Man Cybern..

[9]  Stefan Preitl,et al.  LOW COST FUZZY CONTROLLERS FOR CLASSES OF SECOND-ORDER SYSTEMS , 2002 .

[10]  Masaharu Mizumoto,et al.  PID type fuzzy controller and parameters adaptive method , 1996, Fuzzy Sets Syst..

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

[12]  Euntai Kim,et al.  Limit-cycle prediction of a fuzzy control system based on describing function method , 2000, IEEE Trans. Fuzzy Syst..

[13]  R. Precup,et al.  Fuzzy Logic Decision Rules in Two Input-Single Output Linear Time-varying Systems Control , 2004 .

[14]  John Y. Cheung,et al.  Steady-state analysis of a three-term fuzzy controller , 1993, IEEE Trans. Syst. Man Cybern..

[15]  Michio Sugeno,et al.  On stability of fuzzy systems expressed by fuzzy rules with singleton consequents , 1999, IEEE Trans. Fuzzy Syst..

[16]  Karl Johan Åström,et al.  PID Controllers: Theory, Design, and Tuning , 1995 .

[17]  Stefan Preitl,et al.  An extension of tuning relations after symmetrical optimum method for PI and PID controllers , 1999, Autom..

[18]  E. Rosenwasser,et al.  Sensitivity of Automatic Control Systems , 1999 .

[19]  Javier Aracil,et al.  Describing function method for stability analysis of PD and PI fuzzy controllers , 2000, Fuzzy Sets Syst..