Multi-objective optimization of storage battery operation in clustered residential grid-interconnected PV

Shinji Wakao*, Shingo Kinoshita, Takahiro Shimoo, Yusuke Miyamoto

*この研究の対応する著者

    研究成果: Conference contribution

    1 被引用数 (Scopus)

    抄録

    In the near future, photovoltaic (PV) power generation systems will become widespread. In this study, we apply multi-objective optimization to the designed model: the concentrated introduction of PV systems with stationary batteries and electric vehicle (EV) batteries in housing areas to fulfill the diverse demands from various sectors, including electrical power companies and utility customers. In the computations, we propose a novel method for modeling the residential load and PV output power based on the measured data from a national research project in Japan. Furthermore, we carry out data mining of the optimization results using a self-organizing map as an effective analysis tool for the design of PV systems with storage batteries.

    本文言語English
    ホスト出版物のタイトル17th Power Systems Computation Conference, PSCC 2011
    出版社Power Systems Computation Conference ( PSCC )
    ISBN(印刷版)9789175012575
    出版ステータスPublished - 2011
    イベント17th Power Systems Computation Conference, PSCC 2011 - Stockholm, Sweden
    継続期間: 2011 8 222011 8 26

    Other

    Other17th Power Systems Computation Conference, PSCC 2011
    国/地域Sweden
    CityStockholm
    Period11/8/2211/8/26

    ASJC Scopus subject areas

    • コンピュータ ネットワークおよび通信
    • コンピュータ サイエンスの応用
    • エネルギー工学および電力技術
    • 電子工学および電気工学

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