Stability analysis of T-S fuzzy PD, PI, and PID control systems

We present a simple and systematic way of designing stabilization fuzzy PID (Proportional-Integral-Differential), PI (Proportional-Integral), and PD (Proportional-Differential) controllers for the T-S fuzzy model. The state space representations of the fuzzy PD, PI, and PID controllers are firstly presented. Then we equivalently transform the fuzzy PID (PI, or PD) control system into the fuzzy static output feedback control system. The fuzzy static output feedback controller design for the latter system can be efficiently solved via the existing numerical optimization methods with some conservatism. Consequently, the fuzzy PID (PI, or PD) controller can be derived due to the one-on-one correspondence between the fuzzy PID controller and the fuzzy static output feedback controller. We use a numerical simulation example to show the effectiveness of our proposed methods.

[1]  Guanrong Chen,et al.  Design and analysis of a fuzzy proportional-integral-derivative controller , 1996, Fuzzy Sets Syst..

[2]  Xianlin Huang,et al.  Stability Analysis of a Type of Takagi-Sugeno PI Fuzzy Control Systems Using Circle Criterion , 2011, Int. J. Comput. Intell. Syst..

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

[4]  Pierre Apkarian,et al.  Parameterized linear matrix inequality techniques in fuzzy control system design , 2001, IEEE Trans. Fuzzy Syst..

[5]  Rajani K. Mudi,et al.  A robust self-tuning scheme for PI- and PD-type fuzzy controllers , 1999, IEEE Trans. Fuzzy Syst..

[6]  Yongsheng Ding,et al.  Typical Takagi-Sugeno PI and PD fuzzy controllers: analytical structures and stability analysis , 2003, Inf. Sci..

[7]  Tzuu-Hseng S. Li,et al.  Design of a GA-based fuzzy PID controller for non-minimum phase systems , 2000, Fuzzy Sets Syst..

[8]  Rodolfo E. Haber Guerra,et al.  Using circle criteria for verifying asymptotic stability in PI-like fuzzy control systems: application to the milling process , 2003 .

[9]  Athanasios V. Vasilakos,et al.  Stability analysis of the simplest Takagi-Sugeno fuzzy control system using circle criterion , 2007, Inf. Sci..

[10]  Tong Heng Lee,et al.  Robust PI controller design for nonlinear systems via fuzzy modeling approach , 2001, IEEE Trans. Syst. Man Cybern. Part A.

[11]  Ji-Chang Lo,et al.  Robust H/sub /spl infin// nonlinear control via fuzzy static output feedback , 2003 .

[12]  Alexandre Trofino,et al.  Sufficient LMI conditions for output feedback control problems , 1999, IEEE Trans. Autom. Control..

[13]  K.R. Rajagopal,et al.  PM Synchronous Motor Speed Control Using Hybrid Fuzzy-PI With Novel Switching Functions , 2009, IEEE Transactions on Magnetics.

[14]  Javier Aracil,et al.  Describing Function Method for Stability Analysis of PD and PI Fuzzy Controllers , 2000 .