Guo, Zhenhai; Zhao, Weigang; Lu, Haiyan; Wang, Jianzhou - In: Renewable Energy 37 (2012) 1, pp. 241-249
In this paper, a modified EMD-FNN model (empirical mode decomposition (EMD) based feed-forward neural network (FNN) ensemble learning paradigm) is proposed for wind speed forecasting. The nonlinear and non-stationary original wind speed series is first decomposed into a finite and often small...