Prediction of Wind Farm Power Ramp Rates: A Data-Mining Approach

In this paper, multivariate time series models were built to predict the power ramp rates of a wind farm. The power changes were predicted at 10 min intervals. Multivariate time series models were built with data-mining algorithms. Five different data-mining algorithms were tested using data collect...

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Veröffentlicht in:	Journal of solar energy engineering 2009-08, Vol.131 (3), p.031011 (8 )-031011 (8 )
Hauptverfasser:	Zheng, Haiyang, Kusiak, Andrew
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Energy Exact sciences and technology Natural energy Wind energy
Online-Zugang:	Volltext
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