Title :
Robust fuzzy PID controller for discrete-time uncertain nonlinear systems
Author :
Aydi, Amira ; Zaidi, Imen ; Djemel, Mohamed ; Chtourou, Mohamed
Author_Institution :
Res. Unit of Intell. Control, Design & Optimization of Complex Syst., Nat. Sch. of Eng. of Sfax, Sfax
Abstract :
This paper presents a design method of robust fuzzy PID controller for discrete-time uncertain nonlinear systems. The Takagi-Sugeno fuzzy model with parameter uncertainties is employed to describe discrete-time uncertain nonlinear system with bounded uncertainties. A robust pole placement called pole coloring is used to control each local model. Controller parameters are determined through cost function minimization by an optimization procedure. Closed-loop system´s poles are chosen according to desired performance. The global controller is obtained by local control inference. Finally, two examples are treated to illustrate the effectiveness of the proposed design method.
Keywords :
closed loop systems; control system synthesis; discrete time systems; fuzzy control; minimisation; nonlinear control systems; pole assignment; robust control; three-term control; uncertain systems; Takagi-Sugeno fuzzy model; closed-loop system poles; cost function minimization; design method; discrete-time uncertain nonlinear systems; parameter uncertainties; pole coloring; robust fuzzy PID controller; robust pole placement; Control systems; Design methodology; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Robust control; Takagi-Sugeno model; Three-term control; Uncertain systems; Takagi-Sugeno fuzzy model; robust fuzzy PID controller; robust pole placement; uncertain nonlinear systems;
Conference_Titel :
Systems, Signals and Devices, 2009. SSD '09. 6th International Multi-Conference on
Conference_Location :
Djerba
Print_ISBN :
978-1-4244-4345-1
Electronic_ISBN :
978-1-4244-4346-8
DOI :
10.1109/SSD.2009.4956709