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月 22 → 2011 8月 26 |
Other
Other | 17th Power Systems Computation Conference, PSCC 2011 |
---|---|
国/地域 | Sweden |
City | Stockholm |
Period | 11/8/22 → 11/8/26 |
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