DOI QR코드

DOI QR Code

Fatten Analysis of Trouble Signal on DS for GIS using Neural Network

신경회로망을 이용한 GIS용 단로기의 이상신호 패턴분석

  • 김종서 (한국전기안전공사 전기안전연구원) ;
  • 이은석 (한국전기안전공사 전기안전연구원) ;
  • 천종철 (한국전기안전공사 전기안전연구원)
  • Published : 2003.12.01

Abstract

GIS(Gas Insulated Switchgear) is power equipment with excellent dielectric strength and is economy merit in high confidence and stability. But, because of structural characteristics, this is difficult to monitor externally and provide much loss in the event of an accident. Recently, because equipment of GIS is occurring problem of confidence used for a long time, development of diagnosis technique have been importantly recognized. therefore, measurement and analysis of PD much has been generally used for equipment of GIS. But, in case of measurement of PD at field, real trouble signals is difficult to classify noise. Accordingly, a variety of trouble conditions for DS are simulated, and detected signals are analyzed by the application of electrical and mechanical methods. For this analysis, detected signals are accumulated according to phase-magnitude with the application of induction sensor, and then we analyzed the characteristics. For the simulation experiment, we make DS for 170KV GIS and analyze the characteristics of detected signals with the application of neural network algorithm. last, we have measured DS for GIS at field, and then have analyzed detected signals.

Keywords

References

  1. Korea Report A study on the live-line diagnostic technique for GIS D.L.Yoon
  2. IEEE Trans. on Power Delivery v.12 no.2 Risk assessment basis of moving particles in gas insulated substations M.Runde;T.Aurud;J.E.Nokleby;B.Skyberg https://doi.org/10.1109/61.584354
  3. IEEE Trans. on Dielectrics and Electrical Insulation v.9 no.4 Impulse partial discharge and breakdown characteristics of rod-plane gaps in N2/SF6 gas mixtures H.Saitoh;K.Morita https://doi.org/10.1109/TDEI.2002.1024431
  4. 전기전자재료학회논문지 v.11 no.10 신경망을 이용한 보이드 결함에 의한 열화진단 최재관;김성홍;김재환 https://doi.org/10.1109/TDEI.2002.1024431
  5. 전기전자재료학회논문지 v.13 no.6 GIS 내의 금속이물 탐지용 AE 센서의 설계와 특성 홍재일;정영호;류주현
  6. 전기전자재료학회논문지 v.14 no.1 이산웨이블렛 변환과 신경망을 이용한 변압기 열화상태 진단에 관한 연구 박재준;송영철;전병훈
  7. IEEE Trans. on Dielectrics and Electrical Insulation v.4 no.1 Activity of moving metallic particles in prebreakdown state in GIS W.Ziomek;E.Kuffel https://doi.org/10.1109/94.590864