EVの利用予測とMPCに基づく複数家庭における分散協調型EMSの構築

カテゴリ: 論文誌(論文単位)

グループ名: 【C】電子・情報・システム部門

発行日: 2021/05/01

タイトル(英語): Construction of Distributed Cooperative EMS in Multiple Homes Based on EV State Prediction and MPC

著者名: 小方　裕貴（慶應義塾大学大学院理工学研究科），山内　賢（慶應義塾大学大学院理工学研究科），滑川　徹（慶應義塾大学大学院理工学研究科）

著者名(英語): Yuuki Ogata (Graduate School of Science and Technology, Keio University), Ken Yamauchi (Graduate School of Science and Technology, Keio University), Toru Namerikawa (Graduate School of Science and Technology, Keio University)

キーワード: エネルギーマネジメントシステム，電気自動車，分散型モデル予測制御，デマンドレスポンス　　energy management system，electric vehicle，distributed model predictive control，demand response

要約(英語): In this paper, we propose a novel energy management system (EMS) in which multiple homes cooperate. A buffer with a storage battery is needed to realize efficient power control in response to fluctuations in power demand and supply. Since there are problems such as economic cost and securing of installation place to apply the storage battery, it is conceivable to use electric vehicles (EV) instead. However, EVs need to be charged or discharged at home in preparation for traveling. The purpose of this paper is to propose a distributed cooperative energy management method for multiple homes based on EV state prediction and model predictive control (MPC). Finally, numerical simulation results show the effectiveness of the proposed algorithm.

本誌: 電気学会論文誌C（電子・情報・システム部門誌） Vol.141 No.5 （2021） 特集：神経工学

本誌掲載ページ: 685-693 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/ieejeiss/141/5/141_685/_article/-char/ja/