Forecasting hourly global solar radiation using hybrid k -means and nonlinear autoregressive neural network models
Energy Conversion and Management(2013)
摘要
•An unsupervised clustering algorithm with a neural network model was explored.•The forecasting results of solar radiation time series and the comparison of their performance was simulated.•A new method was proposed combining k-means algorithm and NAR network to provide better prediction results.
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关键词
Forecasting solar radiation,Artificial neural networks,Clustering,Phase space reconstitution
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