タカバ キヨツグ
鷹羽 浄嗣
TAKABA Kiyotsugu
所属 理工学部 電気電子工学科
職名 教授
言語種別 英語
発行・発表の年月 2021/02/22
形態種別 研究論文(学術雑誌)
査読 査読あり
標題 Stochastic distributed model predictive control of microgrid with uncertain PV power prediction
執筆形態 共著
掲載誌名 SICE Journal on Control, Measurement, and System Integration
掲載区分 国外
出版社・発行元 Taylor and Francis publishing
巻・号・頁 14(1),39-50
総ページ数
担当区分 最終著者
著者・共著者 Takumi Namba, Shinya Funabiki, Kiyotsugu Takaba
概要 This paper is concerned with a stochastic distributed Model Predictive Control (MPC) technique for power management of a photovoltaic (PV) generators-installed microgrid. The photovoltaic power supply has large uncertainty because it depends on weather conditions. To keep stable power supply to the microgrid, both accurate predictions of PV power supplies and efficient energy management based on the prediction are essential. We propose a distributed MPC method for microgrid management by combining the alternating direction method of multipliers-based distributed optimization and the randomized algorithm approach under the situation that a stochastic prediction model for the PV power prediction is available. The proposed method enables us to efficient energy management in a distributed way as well as the probabilistic guarantee of the line and battery capacity constraints. We demonstrate the effectiveness of the proposed method by a numerical simulation.
DOI 10.1080/18824889.2020.1863614