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

Aytaç Altan (1) , Seçkin Karasu (1) , Enrico Zio (2, 3, 4)

1 BEU - Zonguldak Bülent Ecevit University
2 POLIMI - Politecnico di Milano [Milan]
3 CRC - Centre de recherche sur les Risques et les Crises
4 KHU - Kyung Hee University

Mots clés: Wind speed; Hybrid model; Long short-term memory LSTM; Decomposition; Grey wolf optimizer; LSTM

Domaines: Gestion des risques et des crises

Aytaç Altan, Seçkin Karasu, Enrico Zio. A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer. Applied Soft Computing, 2021, 100, pp.106996. ⟨10.1016/j.asoc.2020.106996⟩. ⟨hal-03479657⟩