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判別器を用いたLVRのLDC制御パラメータの高速決定手法

判別器を用いたLVRのLDC制御パラメータの高速決定手法

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カテゴリ: 論文誌(論文単位)

グループ名: 【B】電力・エネルギー部門

発行日: 2015/07/01

タイトル(英語): Method for Rapidly Determining Line Drop Compensator Parameters of Low-Voltage Regulator using Classifiers

著者名: 喜久里 浩之(早稲田大学理工学術院先進理工学研究科/(独)科学技術振興機構,CREST),高橋 尚之(早稲田大学理工学術院先進理工学研究科/(独)科学技術振興機構,CREST),吉永 淳(早稲田大学理工学術院先進理工学研究科/(独)科学技術振興機構,CREST),藤本 悠(早稲田大学理工学術院先進理工学研究科/(独)科学技術振興機構,CREST),林 泰弘(早稲田大学理工学術院先進理工学研究科/(独)科学技術振興機構,CREST),草川 慎一((株)東光高岳),茂木 規行((株)東光高岳)

著者名(英語): Hiroshi Kikusato (School of Advanced Science and Engineering, Faculty of Science and Engineering, Waseda University/JST, CREST), Naoyuki Takahashi (School of Advanced Science and Engineering, Faculty of Science and Engineering, Waseda University/JST, CREST), Jun Yoshinaga (School of Advanced Science and Engineering, Faculty of Science and Engineering, Waseda University/JST, CREST), Yu Fujimoto (School of Advanced Science and Engineering, Faculty of Science and Engineering, Waseda University/JST, CREST), Yasuhiro Hayashi (School of Advanced Science and Engineering, Faculty of Science and Engineering, Waseda University/JST, CREST), Shinichi Kusagawa (TAKAOKA TOKO CO., LTD.), Noriyuki Motegi (TAKAOKA TOKO CO., LTD.)

キーワード: 配電系統,電圧制御,自動タップ切換器付柱上変圧器(LVR),線路電圧補償(LDC)方式,サポートベクターマシン(SVM),ランダムフォレスト  distribution system,voltage control,low-voltage regulator (LVR),line drop compensator (LDC) method,support vector machine (SVM),random forest

要約(英語): Compensating the voltage within the appropriate range becomes difficult when a large number of photovoltaic (PV) systems are installed. As a solution to this problem, the installation of a low-voltage regulator (LVR) has been studied. In this paper, we propose a method for rapidly and accurately determining the line drop compensator method (LDC) parameters as a part of a voltage management scheme, which consists of prediction, operation, and control. In the proposed method, candidates of the appropriate LDC parameters are selected with low computational cost by using classifiers that learns the relation between power series data and the properness of LDC parameters. We performed numerical simulations to evaluate the validity from the viewpoints of computational time and classification accuracy for determination of the LDC parameters, and verified the voltage control performance of the proposed method.

本誌: 電気学会論文誌B(電力・エネルギー部門誌) Vol.135 No.7 (2015)

本誌掲載ページ: 446-453 p

原稿種別: 論文/日本語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejpes/135/7/135_446/_article/-char/ja/

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