Recalibration of recurrent neural networks for short-term wind power forecasting

Electric Power Systems Research ◽

10.1016/j.epsr.2020.106639 ◽

2021 ◽

Vol 190 ◽

pp. 106639 ◽

Author(s):

Jean-François Toubeau ◽

Pierre-David Dapoz ◽

Jérémie Bottieau ◽

Aurélien Wautier ◽

Zacharie De Grève ◽

...

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Wind Power Forecasting ◽

Power Forecasting

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Short-term wind power forecasting by stacked recurrent neural networks with parametric sine activation function

Electric Power Systems Research ◽

10.1016/j.epsr.2020.107011 ◽

2021 ◽

Vol 192 ◽

pp. 107011

Author(s):

Xin Liu ◽

Jun Zhou ◽

Huimin Qian

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Activation Function ◽

Wind Power Forecasting ◽

Power Forecasting

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Probabilistic short-term wind power forecasting based on deep neural networks

2016 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) ◽

10.1109/pmaps.2016.7764155 ◽

2016 ◽

Author(s):

Wenzu Wu ◽

Kunjin Chen ◽

Ying Qiao ◽

Zongxiang Lu

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Wind Power Forecasting ◽

Power Forecasting

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Very short-term wind power forecasting with neural networks and adaptive Bayesian learning

Renewable Energy ◽

10.1016/j.renene.2010.08.026 ◽

2011 ◽

Vol 36 (3) ◽

pp. 1118-1124 ◽

Author(s):

Ruddy Blonbou

Keyword(s):

Neural Networks ◽

Bayesian Learning ◽

Wind Power Forecasting ◽

Power Forecasting

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Short-Term Wind Power Forecasting using Wavelet-based Hybrid Recurrent Dynamic Neural Networks

10.23940/ijpe.19.07.p3.17721782 ◽

2019 ◽

Author(s):

Pavan Kumar Singh

Keyword(s):

Neural Networks ◽

Dynamic Neural Networks ◽

Wind Power Forecasting ◽

Power Forecasting

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Multi-step Ahead Wind Power Forecasting Based on Recurrent Neural Networks

2018 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC) ◽

10.1109/appeec.2018.8566471 ◽

2018 ◽

Author(s):

Yiwei Fu ◽

Wei Hu ◽

Maolin Tang ◽

Rui Yu ◽

Baisi Liu

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Wind Power Forecasting ◽

Power Forecasting

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An Ultra-Short-Term Wind Power Forecasting Approach Based on Wind Speed Decomposition, Wind Direction and Elman Neural Networks

2018 2nd IEEE Conference on Energy Internet and Energy System Integration (EI2) ◽

10.1109/ei2.2018.8582514 ◽

2018 ◽

Author(s):

Yongxin Su ◽

Shaolong Wang ◽

Zhe Xiao ◽

Mao Tan ◽

Mengjiao Wang

Keyword(s):

Neural Networks ◽

Wind Direction ◽

Wind Power Forecasting ◽

Power Forecasting

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Wind Power Forecasting Using Attention-Based Recurrent Neural Networks: A Comparative Study

IEEE Access ◽

10.1109/access.2021.3065502 ◽

2021 ◽

Vol 9 ◽

pp. 40432-40444

Author(s):

Bin Huang ◽

Yuying Liang ◽

Xiaolin Qiu

Keyword(s):

Neural Networks ◽

Comparative Study ◽

Recurrent Neural Networks ◽

Wind Power Forecasting ◽

Power Forecasting

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Short-term Wind Power Forecasting Based on Convolutional Neural Networks

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/170/4/042023 ◽

2018 ◽

Vol 170 ◽

pp. 042023

Author(s):

Jinli Dou ◽

Chun Liu ◽

Bo Wang

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Wind Power Forecasting ◽

Power Forecasting

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Short-Term Wind Power Forecasting Using Artificial Neural Networks for Resource Scheduling in Microgrids

International Journal of Science and Engineering Applications ◽

10.7753/ijsea0503.1005 ◽

2016 ◽

Vol 5 (3) ◽

pp. 144-151 ◽

Author(s):

Abinet Tesfaye ◽

J. H. Zhang ◽

D. H. Zheng ◽

Dereje Shiferaw

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Resource Scheduling ◽

Wind Power Forecasting ◽

Artificial Neural ◽

Power Forecasting

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Comparison of Recurrent Neural Networks for Wind Power Forecasting

Lecture Notes in Computer Science - Pattern Recognition ◽

10.1007/978-3-030-49076-8_3 ◽

2020 ◽

pp. 25-34

Author(s):

Erick López ◽

Carlos Valle ◽

Héctor Allende-Cid ◽

Héctor Allende

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Wind Power Forecasting ◽

Power Forecasting

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