Title :
An automatic design method of fuzzy controllers based on linguistic specifications and fuzzy model of controlled object
Author :
Adachi, Gaku ; Furuhashi, Takeshi ; Uchikawa, Yoshiki
Author_Institution :
Fac. of Eng., Nagoya Univ., Japan
Abstract :
This paper presents an automatic design method of fuzzy controllers using the “rule-to-rule mapping” method for describing the dynamical behavior of fuzzy control systems. The required response of the control systems can be given by linguistic expressions. The fuzzy controller is designed based on both the fuzzy model of the controlled object and the linguistic specifications translated from the required response of the control system. The feasibility of the method is examined by experiments with an inverted pendulum. The results show that the method is effective to satisfy the linguistic requirements
Keywords :
computational linguistics; control system synthesis; dynamics; fuzzy control; intelligent control; pendulums; automatic design; fuzzy controllers; fuzzy model; inverted pendulum; linguistic specifications; rule-to-rule mapping; Automatic control; Control system synthesis; Control systems; Design methodology; Fuzzy control; Fuzzy reasoning; Fuzzy systems;
Conference_Titel :
Advanced Motion Control, 1996. AMC '96-MIE. Proceedings., 1996 4th International Workshop on
Conference_Location :
Mie
Print_ISBN :
0-7803-3219-9
DOI :
10.1109/AMC.1996.509395
