A novel bidirectional mechanism based on time series model for wind power forecasting

•Bidirectional mechanism with forward and backward models for wind power forecasting.•The backward model based on extreme learning machine with backward optimization.•Forecasts assessment using a comprehensive multiple-horizon error analysis.•The novel mechanism outperforms other reference models fo...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Applied energy 2016-09, Vol.177, p.793-803
Hauptverfasser:	Zhao, Yongning, Ye, Lin, Li, Zhi, Song, Xuri, Lang, Yansheng, Su, Jian
Format:	Artikel
Sprache:	eng
Schlagworte:	Bidirectional Economic forecasting Extreme learning machine Forecasting Mathematical models Neural networks Optimization Optimization algorithm Time series Wind farm Wind power Wind power forecasting
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!