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Insulation Diagnosis of XLPE Cables by Expert System and Its Application

Research Project

Project/Area Number 05650311
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field Electronic materials/Electric materials
Research InstitutionKyushu Tokai University (1994)
Tokai University (1993)

Principal Investigator

KANEKO Kiyoji  Kyushu Tokai University School of Engineering, Professor, 工学部, 教授 (30055975)

Co-Investigator(Kenkyū-buntansha) OHYAMA Ryuichiro  Tokai university School of Engineering., 工学部, 専任講師 (40233291)
Project Period (FY) 1993 – 1994
Project Status Completed (Fiscal Year 1994)
Budget Amount *help
¥2,200,000 (Direct Cost: ¥2,200,000)
Fiscal Year 1994: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 1993: ¥1,200,000 (Direct Cost: ¥1,200,000)
KeywordsExpert system / XLPE cable / Insulation degradation diagnosis / Degradation trend monitoring / Diagnosis on live-wire state / Practical application of expert system / 絶縁診断 / ファジィ推論
Research Abstract

This study has developed and practical applied an expert system for diagnosing insulation degradation of 6.6kV XLPE cables, during 2 years for 1993 and 1994. In this expert system, the main program of computer applications is written in C-language, the main inference routine is constructed by a backward inference rule of OPS83. In addition, the inference with insulation characteristic value is done by a fuzzy inference method. At the beginning of this study, a prototype expert system has been performed by using some insulation characteristic value cbtained from a power outage test. The expert system has made remarkable achievements that the diagnosis results of system almost agreed with those of the experts. However, since it is not allowed to stop the power supply for a long time, the power outage test can not be insisted as an advantageous method. And also, the insulation diagnosis analyzing only insulation characteristic value is no advantage for monitoring degradation trends of cab … More le insulation. In order to correct these defects, the expert system has added a knowledge base of insulation degradation data obtained from visual inspection tests. The knowledge base has been constructed by hearing of the experts. The computer program of expert system has been modified for applying to a live-wire state of XLPE cables. In this case, the diagnosis is carried out by analyzing insulation resistance value and sheath insulation resistance value obtained from the live-wire test. The modifications have improved the diagnosis accuracy of the expert system. Since the insulation degradation differs in some conditions such as manufacturing form, installation environment and installation years, the criteria of diagnosis has reformed by reflecting the conditions in the expert system. In the system evaluation, it has been found that both results of the system and the experts coincide with each other in 85%.
Furthermore, the expert system has been improved as the insulation characteristic value is automatically inputted by a live-wire insulation diagnoser via a GP-IB cable. The live-wire insulation diagnoser has been used through the kind offer from Fujikura LTD.The improvement of system enable us to always monitor the trends and diagnose the insulation degradation. This study achieves the expert system which has excellent performance, and has practical applied the system to 6 lines of the XLPE cables operating in a factory. Less

Report

(3 results)
  • 1994 Annual Research Report   Final Research Report Summary
  • 1993 Annual Research Report
  • Research Products

    (20 results)

All Other

All Publications (20 results)

  • [Publications] 金古喜代治・小野幹幸・新元孝・山本憲: "高圧CVケーブルの絶縁診断支援エキスパートシステム" フジクラ技報. 85. 32-34 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 金古喜代治・大山龍一郎・崔永燦・新元孝・小野幹幸: "高圧CVケーブルの絶縁劣化診断評価に関する考察" 東海大学工学部紀要. 33. 1-9 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 金古喜代治・大山龍一郎・新元孝・山本憲・小野幹幸: "CVケーブルの絶縁診断支援エキスパートシステム" 東海大学工学部紀要. 33. 1-9 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Young-Chan Choi, Kiyoji Kaneco, Ryu-ichiro Ohyama, Jong-Bum Lee: "An Expert System on Insulation Diagnosis of XLPE Cables by Fuzzy Inference" 大韓電気学会誌論文誌. (印刷中).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Young-Chan Choi, Hiroto Kubota, Kiyoji Kaneko, Ryu-ichiro Ohyama, Jong-Bum Lee: "Insulation Diagnosis of XLPE Cables by Expert System Using Fuzzy Inference" 4th International Conference on Insulated power Cables. (受理).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Jong-Bum Lee, Kiyoji kaneko, Young-Chan Choi, Hiroto Kubota, Ryu-ichiro Ohyama: "An Expert System for Diagnosing Insulation Degradation of XLPE Cables" 9th International Symposium on High Voltage Enggneeering(ISH). (受理).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] K.Kaneko et al.: ""Insulation Diagnosis of MV XLPE Cables by Expert Systems"" FUJIKURA Technical Report. No.85. 32-34 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] K.Kaneko et al.: ""Study on Diagnostic Evaluation of Insulation Aging of XLPE Cables"" Proc.of the Faculty of Engineering Tokai University. Vol.33. 1-9 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] K.Kaneko et al.: ""Insulation Diagnosis of XLPE Cables by Expert Systems"" Proc.of the Faculty of Engineering Tokai University. Vol.33. 1-9 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yong-Chan Choi, K.Kaneko et al.: ""An Expert System on Insulation Diagnosis of XLPE Cables by Fuzzy Inference"" Proc.of KIEE. (accept).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yong-Chan Choi, K.Kaneko et al.: ""Insulation Diagnosis of XLPE Cables by Expert System Using Fuzzy Inference"" 4th International Conference on Insulated Power Cables. (accept).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Jong-Bum Lee, K.Kaneko et al.: ""An Expert System for Diagnosing Insulation Degradation of XLPE Cables"" 9th International Symposium on High Voltage Engneering. (accept).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 金古喜代治,小野幹幸,新元 孝,山本 憲: "高圧CVケーブルの絶縁診断支援エキスパートシステム" フジクラ技報. 85. 32-34 (1993)

    • Related Report
      1994 Annual Research Report
  • [Publications] 金古喜代治,大山龍一郎,崔 永燦,新元 孝,小野幹幸: "高圧CVケーブルの絶縁劣化診断評価に関する考察" 東海大学工学部紀要. 33. 1-9 (1993)

    • Related Report
      1994 Annual Research Report
  • [Publications] 金古喜代治,大山龍一郎,新元 孝,山本 憲,小野幹幸: "CVケーブルの絶縁診断支援エキスパートシステム" 東海大学工学部紀要. 33. 1-9 (1993)

    • Related Report
      1994 Annual Research Report
  • [Publications] Young-Chan Choi,Kiyoji Kaneko,Ryu-ichiro Ohyama,Jorg-Bum Lee: "An Expert System on Insulation Diagnosis of XLPE Cables by Fuzzy Inference" 大韓電気学会論文誌. (印刷中).

    • Related Report
      1994 Annual Research Report
  • [Publications] Young-Chan Choi,Heroto Kubota,Kiyoji Kaneko,Ryu-ichiro Ohyama,Jorg-Bum Lee: "Insulation Deagnosis of XLPE Cables by Expert System Using Fuzzy Inference" 4th International Conference on Insulated power Cables. (受理).

    • Related Report
      1994 Annual Research Report
  • [Publications] Jong-Bum Lee,Kiyoji Kaneko,Young-Chan Choi,Hiroto Kubota,Ryu-ichiro Ohyama: "An Expert System for Diagnosing Insulation Degradation of XLPE Cables" 9th International Symposium on High Voltage Engineering(ISH). (受理).

    • Related Report
      1994 Annual Research Report
  • [Publications] 金古喜代治: "高圧CVケーブルの絶縁劣化診断評価に関する考察" 東海大学紀要工学部. 33. 1-9 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 金古喜代治: "CVケーブルの絶縁診断支援エキスパートシステム" 東海大学紀要工学部. 33. 1-9 (1993)

    • Related Report
      1993 Annual Research Report

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Published: 1993-04-01   Modified: 2016-04-21  

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