Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1999.07c
- /
- Pages.1440-1443
- /
- 1999
Development of Fault Detection Algorithm on distribution lines using neural network & fuzzy logic
신경 회로망-퍼지로직을 이용한 배전선로 사고 검출 기법의 개발
- Choi, J.H. (Kangwon National Univ.) ;
- Jang, S.I. (Kangwon National Univ.) ;
- Eom, J.P. (Kangwon National Univ.) ;
- Park, J.S. (Kangwon National Univ.) ;
-
Kim, K.H.
(Kangwon National Univ.)
;
- Kim, N.H. (Kangwon National Univ.) ;
-
Kang, Y.S.
(Chonbuk National Univ.)
- 최정환 (강원대학교 전기공학과) ;
- 장성일 (강원대학교 전기공학과) ;
- 엄재필 (강원대학교 전기공학과) ;
- 박준식 (강원대학교 전기공학과) ;
-
김광호
(강원대학교 전기공학과)
;
- 김남호 (강원대학교 전기공학과) ;
-
강용철
(전북대학교 전기공학부)
- Published : 1999.07.19
Abstract
This paper proposes fault detection method using a neural network & fuzzy logic on distribution lines. Fault on distribution lines is simulated using EMTP. The pattern of high impedance fault on pebbles, ground and short-circuit fault were take as the learning model. In this paper proposed fault detection method is evaluated on various conditions. The average values after analyzing fault current by FFT of even odd harmonics and fundamental rms were used for the neural network input. Test results were verified the validity of the proposed method
Keywords