Title :
The Design and Simulation of Fuzzy PID Controller
Author :
Zhao, Yongjuan ; Pan, Yutitan
Author_Institution :
Sch. of Mech. Eng. & Autom., North Univ. of China, Taiyuan, China
Abstract :
Taking error and error rate of change as input, this paper realized the online slef-tuning of PID parameter with the method of fuzzy inference, and made a modeling design and simulation on the controller in the Matlab environment, and realized the non-linear processing to PID controller and the non-linear mapping between the changes of system characteristics and controlled variables. This hybrid system combines the convenience of PID control together with the flexibility of Fuzzy control, and takes advantage of the traditional control and Fuzzy control, which has a great practical significance. The results of simulation show that fuzzy PID parameter self-tuning controller has a better control effect than the traditional one, and can improve the static and dynamic properties of the system well.
Keywords :
control system synthesis; fuzzy control; fuzzy reasoning; nonlinear control systems; simulation; three-term control; fuzzy PID controller; fuzzy inference method; nonlinear mapping; nonlinear processing; online self tuning; Accuracy; Control systems; Fuzzy control; MATLAB; Mathematical model; Niobium; Process control; Fuzzy PID; MATLAB; PID control; Self-tuning; Stimulate;
Conference_Titel :
Information Technology and Applications (IFITA), 2010 International Forum on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-7621-3
Electronic_ISBN :
978-1-4244-7622-0
DOI :
10.1109/IFITA.2010.245