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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Feature Extraction of NWP Data for Wind Power Forecasting Using 3D-Convolutional Neural Networks

Energy Procedia ◽

10.1016/j.egypro.2018.11.043 ◽

2018 ◽

Vol 155 ◽

pp. 350-358 ◽

Author(s):

Kazutoshi Higashiyama ◽

Yu Fujimoto ◽

Yasuhiro Hayashi

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Convolutional Neural Networks ◽

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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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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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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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 based on Elman neural networks

Future Mechatronics and Automation ◽

10.1201/b18076-34 ◽

2015 ◽

pp. 155-158

Keyword(s):

Neural Networks ◽

Wind Power Forecasting ◽

Power Forecasting

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Experiments and Reference Models in Training Neural Networks for Short-Term Wind Power Forecasting in Electricity Markets

Lecture Notes in Computer Science - Bio-Inspired Systems: Computational and Ambient Intelligence ◽

10.1007/978-3-642-02478-8_161 ◽

2009 ◽

pp. 1288-1295 ◽

Author(s):

Juan Méndez ◽

Javier Lorenzo ◽

Mario Hernández

Keyword(s):

Neural Networks ◽

Electricity Markets ◽

Wind Power Forecasting ◽

Reference Models ◽

Power Forecasting

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Short-term wind power forecasting in Portugal by neural networks and wavelet transform

Renewable Energy ◽

10.1016/j.renene.2010.09.016 ◽

2011 ◽

Vol 36 (4) ◽

pp. 1245-1251 ◽

Author(s):

J.P.S. Catalão ◽

H.M.I. Pousinho ◽

V.M.F. Mendes

Keyword(s):

Neural Networks ◽

Wavelet Transform ◽

Wind Power Forecasting ◽

Power Forecasting

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