Operation design of PV system with storage battery by using next-day residential load forecast

Yusuke Goto, Takanobu Suzuki, Takahiro Shimoo, Takayoshi Hayashi, Shinji Wakao

研究成果: Conference contribution

9 被引用数 (Scopus)

抄録

Recently, many people in the world pay attention to the renewable energy and a photovoltaic system becomes especially worthy for the future of the earth. In this paper, we investigate the operation of PV system with storage battery by using next-day residential load forecast. First, we propose the application of a simple and high-precision modeling method, i.e., Just-In-Time Modeling to the forecast of residential load. And we carry out the improvement in predictive accuracy by the input selection and the weighting method. Next, we simulate the operation of PV system with storage battery by using the load forecast information. The result shows that the introduction of load forecast into PV system operation contributes to environmental conservation and reduction of operating cost.

本文言語English
ホスト出版物のタイトルProgram - 37th IEEE Photovoltaic Specialists Conference, PVSC 2011
ページ2369-2374
ページ数6
DOI
出版ステータスPublished - 2011 12 1
イベント37th IEEE Photovoltaic Specialists Conference, PVSC 2011 - Seattle, WA, United States
継続期間: 2011 6 192011 6 24

出版物シリーズ

名前Conference Record of the IEEE Photovoltaic Specialists Conference
ISSN(印刷版)0160-8371

Conference

Conference37th IEEE Photovoltaic Specialists Conference, PVSC 2011
国/地域United States
CitySeattle, WA
Period11/6/1911/6/24

ASJC Scopus subject areas

  • 制御およびシステム工学
  • 産業および生産工学
  • 電子工学および電気工学

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