Method for instantly determining line drop compensator parameters of low-voltage regulator using multiple classifiers

Hiroshi Kikusato, Naoyuki Takahashi, Jun Yoshinaga, Yu Fujimoto, Yasuhiro Hayashi, Shinichi Kusagawa, Noriyuki Motegi

研究成果: Conference contribution

抜粋

A complicated voltage fluctuation in distribution systems and a decline in power quality occur when a large number of photovoltaic (PV) systems are installed. In this paper, the installation of a low-voltage regulator is assumed, and a method for instantly and accurately determining the line drop compensator (LDC) parameters is proposed to perform efficient voltage management, which consists of prediction, operation, and control. In the proposed method, the computational cost to derive the LDC parameters can be reduced by learning the optimality of the parameters in a series of load demands and the PV output using multiple classifiers. We performed numerical simulations to verify the validity of the proposed method. From the results, the classification accuracy is found to improve by considering the majority vote of multiple classifiers. Additionally, the improvement in the voltage control performance is verified.

元の言語English
ホスト出版物のタイトル2014 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2014
出版者IEEE Computer Society
エディションJanuary
ISBN(電子版)9781479977208
DOI
出版物ステータスPublished - 2015 1 30
イベント2014 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2014 - Istanbul, Turkey
継続期間: 2014 10 122014 10 15

出版物シリーズ

名前IEEE PES Innovative Smart Grid Technologies Conference Europe
番号January
2015-January

Other

Other2014 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2014
Turkey
Istanbul
期間14/10/1214/10/15

    フィンガープリント

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Information Systems

これを引用

Kikusato, H., Takahashi, N., Yoshinaga, J., Fujimoto, Y., Hayashi, Y., Kusagawa, S., & Motegi, N. (2015). Method for instantly determining line drop compensator parameters of low-voltage regulator using multiple classifiers. : 2014 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2014 (January 版). [7028851] (IEEE PES Innovative Smart Grid Technologies Conference Europe; 巻数 2015-January, 番号 January). IEEE Computer Society. https://doi.org/10.1109/ISGTEurope.2014.7028851