The design of a self-adaptive fuzzy control system

Author

XiuCai, Wang ; ShiWu, Xiang ; Yong, Zhang ; Jing, Leng

Author_Institution

Dept. of Comput. Sci., Shanghai Normal Univ., China

Volume

1

fYear

1997

fDate

28-31 Oct 1997

Firstpage

305

Abstract

Fuzzy control has many advantages over traditional control, e.g. the PID algorithm, but the basic capacity of fuzzy control to adapt to time varying environment conditions and system parameters is rather poor. In order to improve the control system´s robustness and its response characteristics, we have designed a fuzzy controller with a self-regulating scaling factors algorithm. The design of the fuzzy control hardware logic circuits and fuzzy control software algorithms are introduced. Finally, an application example is presented

Keywords

fuzzy control; microcontrollers; robust control; self-adjusting systems; fuzzy control; fuzzy control software algorithms; fuzzy controller; hardware logic circuits; response characteristics; robustness; self-adaptive fuzzy control system; self-regulating scaling factors; system parameter; time varying environment conditions; Algorithm design and analysis; Control systems; Fuzzy control; Fuzzy systems; Hardware; Logic circuits; Robust control; Software algorithms; Three-term control; Time varying systems;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Processing Systems, 1997. ICIPS '97. 1997 IEEE International Conference on

Conference_Location

Beijing

Print_ISBN

0-7803-4253-4

Type

conf

DOI

10.1109/ICIPS.1997.672787

Filename

672787