Day ahead global solar radiation forecasting using binary trees and factor analysis

Fumitoshi Nomiyama, Takuma Murakami, Joji Asai, Hirotaka Takano, Junichi Murata

研究成果: Contribution to journalArticle査読

2 被引用数 (Scopus)

抄録

A method is proposed for forecasting global solar radiation. The method is based on weather information using binary trees and factor analysis. The feature of this method is that it is possible to use a simple linear forecasting equation. The method has been tested on the meteorological and global solar radiation data obtained at several observation sites, and the results show that it is promising to be used to keep the balance between demand and supply of electric power in the near future power systems with a large number of photovoltaic systems installed.

本文言語英語
ページ(範囲)353-359
ページ数7
ジャーナルIEEJ Transactions on Power and Energy
134
4
DOI
出版ステータス出版済み - 2014

All Science Journal Classification (ASJC) codes

  • 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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