住宅用分電盤電流データを用いた機器稼働状況推定手法

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: 2011/07/01

タイトル(英語): Estimation of Operating Condition of Appliances Using Circuit Current Data on Electric Distribution Boards

著者名: 岩船　由美子（東京大学生産技術研究所エネルギー工学連携研究センター），荻本　和彦（東京大学生産技術研究所エネルギー工学連携研究センター），八木田　克英（東京大学生産技術研究所エネルギー工学連携研究センター）

著者名(英語): Yumiko Iwafune (Institute of Industrial Science (IIS), Collaborative Research Center for Energy Engineering (CEE), The University of Tokyo), Kazuhiko Ogimoto (Institute of Industrial Science (IIS), Collaborative Research Center for Energy Engineering (CEE), The University of Tokyo), Yoshie Yagita (Institute of Industrial Science (IIS), Collaborative Research Center for Energy Engineering (CEE), The University of Tokyo)

キーワード: エネルギーマネジメント，住宅用電力需要，分電盤，自己組織化マップ　　energy management，residential electricity demand，electric distribution board，self-organization map

要約(英語): The Energy management systems (EMS) on demand sides are expected as a method to enhance the capability of supply and demand balancing of a power system under the anticipated penetration of renewable energy generation such as Photovoltaics (PV). Elucidation of energy consumption structure in a building is one of important elements for realization of EMS and contributes to the extraction of potential energy saving. In this paper, we propose the estimation method of operating condition of household appliances using circuit current data on an electric distribution board. Circuit current data are broken down by their shape using a self-organization map method and aggregated by appliance based on customers' information of appliance possessed. Proposed method is verified using residential energy consumption measurement survey data.

本誌: 電気学会論文誌B（電力・エネルギー部門誌） Vol.131 No.7 （2011）

本誌掲載ページ: 542-549 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/131/7/131_7_542/_article/-char/ja/