Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1995.07b
- /
- Pages.813-816
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- 1995
Fuzzy Controller with Adaptive Membership Function
적응형 소속함수를 가지는 퍼지 제어기
- Kim, Bong-Jae (Dept. of Electric Engr. KyungNam Univ.) ;
- Bang, Keun-Tae (Dept. of Electric Engr. KyungNam Univ.) ;
- Park, Hyun-Tae (Dept. of Electric Engr. KyungNam Univ.) ;
- Lyu, Sang-Wook (YoungNam Junior) ;
-
Lee, Hyun-Woo
(Dept. of Electric Engr. KyungNam Univ.)
;
-
Chong, Won-Yong
(Dept. of Electric Engr. KyungNam Univ.)
;
- Lee, Soo-Huem (Dept. of Electric Engr. KyungNam Univ.)
- 김봉재 (경남대학교 전기공학과) ;
- 방근태 (경남대학교 전기공학과) ;
- 박현태 (경남대학교 전기공학과) ;
- 유상욱 (영남전문대 전자공학과) ;
-
이현우
(경남대학교 전기공학과)
;
-
정원용
(경남대학교 전기공학과)
;
- 이수흠 (경남대학교 전기공학과)
- Published : 1995.07.20
Abstract
The shape and width of fuzzy membership function has an effect on performance of fuzzy controller. In this paper, neuro-fuzzy controller is proposed to improve the control performance of fuzzy controller. It has membership function, that is adapt to plant constant by using trained neural network. This neural network has been trained with back propagation algorithm. To show the effectiveness of proposed neuro-fuzzy controller with adaptive membership function, it is applied to plant (dead time + 1st order) with various plant constant.
Keywords