Title :
PID control design for a class of second-order nonlinear systems based on extended Takagi-Sugeno fuzzy models
Author :
Hu, Jun ; Wang, Yin-He ; Cui, Yue-Yuan ; Zhang, Yun
Author_Institution :
Fac. of Autom., Guangdong Univ. of Technol., Guangzhou, China
Abstract :
In this paper we mainly focus on the design of updated laws for the coefficients in PID controllers for a class of second-order nonlinear systems. Fuzzy logic systems have the advantages in approximating nonlinear uncertain functions, furthermore, the consequent of a Takagi-Sugeno (TS, for short) fuzzy model contains the linear combination of the base functions with input signals which makes it feasible to introduce TS fuzzy logic system (TSFLS, for short) to compose the PID controller. In this paper we attempt to realize the aforementioned idea by designing a PID controller based on extended TS fuzzy models, with sliding mode and adaptive control methods, such design makes up for the general lack of conventional PID controllers design in some degree.
Keywords :
control system synthesis; fuzzy control; nonlinear control systems; three-term control; uncertain systems; PID control design; extended Takagi-Sugeno fuzzy models; fuzzy logic systems; nonlinear uncertain functions; second-order nonlinear systems; Accuracy; Control systems; Fuzzy logic; Fuzzy systems; Least squares approximation; Nonlinear systems; adaptive updated laws; extended TS fuzzy logic system; fuzzy PID control; sliding mode control;
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
DOI :
10.1109/CCDC.2011.5968443