Title :
Proposal of rule-interval variation (RIV) method for stabilizing Mamdani-type fuzzy logic control system
Author :
Myung, Hwan-chun ; Bien, Z. Zenn ; Hirota, Kaoru
Author_Institution :
Tokyo Inst. of Technol., Yokohama, Japan
fDate :
6/21/1905 12:00:00 AM
Abstract :
Design of a fuzzy logic controller (FLC) is presented in which the RIV method is incorporated to overcome the stability problem of the FLC. To use RIV for designing the FLC, two related problems should be solved in advance, which are to limit performances of all the states and to select the appropriate RIV rates. Such problems with the RIV method are solved by an adaptive law and a sliding mode controller scheme with simulation experiments
Keywords :
adaptive control; control system synthesis; fuzzy control; stability; variable structure systems; Mamdani-type fuzzy logic control system; adaptive law; rule-interval variation method; sliding mode controller scheme; Adaptive control; Automatic control; Availability; Control systems; Equations; Fuzzy logic; Programmable control; Proposals; Sliding mode control; Stability;
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
Print_ISBN :
0-7803-5731-0
DOI :
10.1109/ICSMC.1999.823152
