{"product_id":"ieej-20250119x13201-017","title":"Identification of Partial Discharge Source based on PLC Data using Support Vector Machine","description":"\u003cp\u003e\u003cstrong\u003eカテゴリ: \u003c\/strong\u003e研究会(論文単位)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e論文No: \u003c\/strong\u003eDEI25020,EPP25020,HV25020\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eグループ名: \u003c\/strong\u003e【A】基礎・材料・共通部門 誘電・絶縁材料\/【A】基礎・材料・共通部門 放電・プラズマ・パルスパワー\/【B】電力・エネルギー部門 高電圧合同研究会\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e発行日: \u003c\/strong\u003e2025\/01\/19\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eタイトル(英語): \u003c\/strong\u003eIdentification of Partial Discharge Source based on PLC Data using Support Vector Machine\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名: \u003c\/strong\u003eLumba Lunnetta Safura(九州工業大学),寳代 彬人(九州工業大学),木本 涼太(九州工業大学), 匹田 政幸(九州工業大学),小迫 雅裕(九州工業大学)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名(英語): \u003c\/strong\u003eLunnetta Safura Lumba(Electrical Engineering - Kyushu Institute of Technology),Akito Houdai(Electrical Engineering - Kyushu Institute of Technology),Ryota Kimoto(Electrical Engineering - Kyushu Institute of Technology),Masayuki Hikita(Electrical Engineering - Kyushu Institute of Technology),Masahiro Kozako(Electrical Engineering - Kyushu Institute of Technology)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eキーワード: \u003c\/strong\u003ePartial discharge|Condition Monitoring|Machine learning|Power line communication|Feature extraction|PRPD pattern\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e要約(日本語): \u003c\/strong\u003eThis study employs a machine learning (ML) approach to classify three types of PD defects based on Power Line Communication ? Partial Discharge Monitoring System (PDMS) data in the format of PHY rate (Mbps). To achieve this, a modified IEC-60270 experimen\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e要約(英語): \u003c\/strong\u003eThis study employs a machine learning (ML) approach to classify three types of PD defects based on Power Line Communication ? Partial Discharge Monitoring System (PDMS) data in the format of PHY rate (Mbps). To achieve this, a modified IEC-60270 experimental setup was developed, incorporating ferrite core (FC) sensors for PLC-PDMS.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e本誌: \u003c\/strong\u003e\u003ca href=\"\/products\/ieej-20250119x13201\"\u003e2025年1月22日-2025年1月23日誘電・絶縁材料\/放電・プラズマ・パルスパワー\/高電圧合同研究会-1\u003c\/a\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e本誌掲載ページ: \u003c\/strong\u003e87-91 p\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e原稿種別: \u003c\/strong\u003e英語\u003c\/p\u003e","brand":"IEEJ-P10","offers":[{"title":"冊子印刷（一般価格660円\/会員価格440円） \/ A4 \/ 5","offer_id":46408120697071,"sku":"IEEJ-20250119X13201-017-PRT","price":660.0,"currency_code":"JPY","in_stock":true},{"title":"PDFダウンロード（一般価格330円\/会員価格220円） \/ A4 \/ 5","offer_id":46408541077743,"sku":"IEEJ-20250119X13201-017-PDF","price":330.0,"currency_code":"JPY","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0718\/9512\/2159\/files\/IEEJ-KENKYUKAI_f0d60d19-24f1-4892-8f3b-e07a440c2bf4.png?v=1745232439","url":"https:\/\/ieej.bookpark.ne.jp\/products\/ieej-20250119x13201-017","provider":"電気学会 電子図書館","version":"1.0","type":"link"}