Matrix-based wavelet transformation embedded in recurrent neural networks for wind speed prediction

Variational Mode Decomposition

Konstantin Dragomiretskiy, Dominique Zosso · IEEE Transactions on Signal Processing · 2014 · 8.6K citations

Engineering, Electrical Engineering, Biomedical Signal Processing +15

Empirical Wavelet Transform

Jérôme Gilles · IEEE Transactions on Signal Processing · 2013 · 2.2K citations · Full text

Engineering, Electrical Engineering, Biomedical Signal Processing +9

ARMA based approaches for forecasting the tuple of wind speed and direction

Ergin Erdem, Jing Shi · Applied Energy · 2010 · 906 citations

Natural Sciences, Meteorology, Forecasting +10

Forecast of hourly average wind speed with ARMA models in Navarre (Spain)

J.L. Torres, A. Garcı́a, M. De Blas et al. · Solar Energy · 2004 · 653 citations

Natural Sciences, Earth Sciences, Meteorology +11

A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer

Aytaç Altan, Seçkin Karasu, Enrico Zio · Applied Soft Computing · 2020 · 584 citations · Full text

Natural Sciences, Meteorology, Forecasting +16