Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 2002.07c
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- Pages.1698-1700
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- 2002
HFPD Pattern Recognition Using Neural Network
신경회로망을 이용한 HFPD 패턴인식
- Kim, Duck-Keun (KESCO) ;
- Jung, Young-Ill (KESCO) ;
- Lim, Jang-Seub (Mok-po National Maritime Univ.) ;
- Yeo, In-Sun (Chonnam National University)
- Published : 2002.07.10
Abstract
Recently, the HFPD measurement methods that detect high frequency bandwidth of frequency components of partial discharge pulses are proposed and many studies are carried out. The HFPD measurement method is able to detect partial discharge signal in active line, therefore this method has a merit that can does condition monitoring of power equipments and measure growth state of partial discharge erosion with on-line and real time. In this study, the radiated HFPD signals are detected by antenna and aging diagnosis is executed with a neural network algorithm. As a result of this study, the aging diagnosis of insulation material using neural networks is possible.
Keywords