An investigation on deep learning and wavelet transform to nowcast wind power and wind power ramp: A case study in Brazil and Uruguay

Wind power forecasting based on daily wind speed data using machine learning algorithms

Halil Demolli, Ahmet Şakir Dokuz, Alper Ecemiş et al. · Energy Conversion and Management · 2019 · 439 citations

Engineering, Wind Power Generation, Data Science +10

Wind Power Density Forecasting Using Ensemble Predictions and Time Series Models

James W. Taylor, Patrick McSharry, Roberto Buizza · IEEE Transactions on Energy Conversion · 2009 · 350 citations

Meteorology, Forecasting Methodology, Density Forecasting +15

A hybrid deep learning-based neural network for 24-h ahead wind power forecasting

Ying‐Yi Hong, Christian Lian Paulo P. Rioflorido · Applied Energy · 2019 · 321 citations

Engineering, Wind Power Generation, Energy Forecasting +8

Wind power forecasting using attention-based gated recurrent unit network

Zhewen Niu, Zeyuan Yu, Wenhu Tang et al. · Energy · 2020 · 311 citations

Wind Power Generation, Energy Prediction, Energy Forecasting +1

Deep belief network based k-means cluster approach for short-term wind power forecasting

Kejun Wang, Xiaoxia Qi, Hongda Liu et al. · Energy · 2018 · 301 citations

Engineering, Wind Power Generation, Data Science +4