A novel combined model based on advanced optimization algorithm for short-term wind speed forecasting

•A combined model based on advanced optimization algorithm is successfully proposed.•Design three experiments from the real wind farm to verify the effectiveness.•The proposed combined model can enhance the forecasting accuracy significantly.•Experiments demonstrate the availability and reliability...

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Vydané v:	Applied energy Ročník 215; s. 643 - 658
Hlavní autori:	Song, Jingjing, Wang, Jianzhou, Lu, Haiyan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.04.2018
Predmet:	Advanced optimization algorithm algorithms case studies China Combined model Data preprocessing technique electrical equipment financial economics planning power generation wind farms wind power wind speed Wind speed forecasting China Combined model Advanced optimization algorithm Data preprocessing technique Wind speed forecasting
ISSN:	0306-2619, 1872-9118
On-line prístup:	Získať plný text
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