Title :
Biunivocal Relation Between TSK Fuzzy Controller and PID Controller and, Guarantee and Manipulation of the Stability for the Proposed Fuzzy Controller
Author :
Hernandez, Gustavo ; Lachiver, Gerard
Author_Institution :
Faculte de Genie, Sherbrooke Univ., Que.
Abstract :
This paper presents firstly an approach between the PID control and the fuzzy control to get a stable generic fuzzy Tagaki-Sugeno-Kang controller type. Then we use this relation and the PID control theory to find out the conditions of the fuzzy controller stability. We define a Lyapunov surface to always guarantee the fuzzy controller stability, based on classical stability specifications. We use the previous results to do a more generic relation between the fuzzy controller and PID controller and derive a tuning procedure to meet required specifications. Simulation example is given to illustrate the design procedures and performance of the proposed method
Keywords :
Lyapunov methods; control system synthesis; fuzzy control; stability; three-term control; Lyapunov surface; PID controller; TSK fuzzy controller; biunivocal relation; controller design procedure; fuzzy Tagaki-Sugeno-Kang controller; fuzzy controller stability; tuning procedure; Automatic control; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Industrial control; Open loop systems; Performance analysis; Stability analysis; Three-term control; Fuzzy controller; Lyapunov surface; PID controller; Stability;
Conference_Titel :
Electrical and Computer Engineering, 2006. CCECE '06. Canadian Conference on
Conference_Location :
Ottawa, Ont.
Print_ISBN :
1-4244-0038-4
Electronic_ISBN :
1-4244-0038-4
DOI :
10.1109/CCECE.2006.277842