Short-term multi-hour ahead country-wide wind power prediction for Germany using gated recurrent unit deep learning

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Natural Resources, Hydrology, Water Resources Management +17

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

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Natural Sciences, Meteorology, Forecasting +16

Short-term offshore wind speed forecast by seasonal ARIMA - A comparison against GRU and LSTM

Xiaolei Liu, Zi Lin, Zi‐Ming Feng · Energy · 2021 · 433 citations

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Wind power forecasting – A data-driven method along with gated recurrent neural network

Adam Kisvari, Zi Lin, Xiaolei Liu · Renewable Energy · 2020 · 396 citations

Computing, Data Science, Meteorology +16

Wind power forecasting using attention-based gated recurrent unit network

Zhewen Niu, Zeyuan Yu, Wenhu Tang et al. · Energy · 2020 · 321 citations

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