Locally recurrent neural networks for wind speed prediction using spatial correlation

Information Sciences ◽

10.1016/j.ins.2007.05.024 ◽

2007 ◽

Vol 177 (24) ◽

pp. 5775-5797 ◽

Author(s):

T.G. Barbounis ◽

J.B. Theocharis

Keyword(s):

Neural Networks ◽

Spatial Correlation ◽

Recurrent Neural Networks ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Locally Recurrent

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Locally recurrent neural networks optimal filtering algorithms: application to wind speed prediction using spatial correlation

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. ◽

10.1109/ijcnn.2005.1556353 ◽

2006 ◽

Author(s):

T.G. Barbounis ◽

J.B. Theocharis

Keyword(s):

Neural Networks ◽

Spatial Correlation ◽

Recurrent Neural Networks ◽

Optimal Filtering ◽

Filtering Algorithms ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Locally Recurrent

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Application of hybrid model based on empirical mode decomposition, novel recurrent neural networks and the ARIMA to wind speed prediction

Energy Conversion and Management ◽

10.1016/j.enconman.2021.113917 ◽

2021 ◽

Vol 233 ◽

pp. 113917

Author(s):

Ming-De Liu ◽

Lin Ding ◽

Yu-Long Bai

Keyword(s):

Neural Networks ◽

Empirical Mode Decomposition ◽

Hybrid Model ◽

Recurrent Neural Networks ◽

Wind Speed Prediction ◽

Model Based ◽

Mode Decomposition ◽

Speed Prediction

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A locally recurrent fuzzy neural network with application to the wind speed prediction using spatial correlation

Neurocomputing ◽

10.1016/j.neucom.2006.01.032 ◽

2007 ◽

Vol 70 (7-9) ◽

pp. 1525-1542 ◽

Author(s):

T.G. Barbounis ◽

J.B. Theocharis

Keyword(s):

Neural Network ◽

Spatial Correlation ◽

Fuzzy Neural Network ◽

Wind Speed Prediction ◽

Fuzzy Neural ◽

Speed Prediction ◽

Locally Recurrent ◽

Recurrent Fuzzy Neural Network

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A novel framework for wind speed prediction based on recurrent neural networks and support vector machine

Energy Conversion and Management ◽

10.1016/j.enconman.2018.10.008 ◽

2018 ◽

Vol 178 ◽

pp. 137-145 ◽

Author(s):

Chuanjin Yu ◽

Yongle Li ◽

Yulong Bao ◽

Haojun Tang ◽

Guanghao Zhai

Keyword(s):

Neural Networks ◽

Support Vector Machine ◽

Recurrent Neural Networks ◽

Support Vector ◽

Wind Speed Prediction ◽

Speed Prediction

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Development of Realistic Demand Side Management Strategies Using Artificial Neural Networks for the Production of Informative Wind Speed Prediction Signals

Renewable Energy in the Service of Mankind Vol I ◽

10.1007/978-3-319-17777-9_85 ◽

2015 ◽

pp. 951-959

Author(s):

D. Zafirakis ◽

K. Moustris ◽

Ch. Maragkos ◽

M. Stathopoulos ◽

G. Tzanes

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Management Strategies ◽

Demand Side Management ◽

Demand Side ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Artificial Neural

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Super-short Term Wind Speed Prediction based on Artificial Neural Networks for Wind Turbine Control Applications

IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2018.8591623 ◽

2018 ◽

Author(s):

Julio Luna ◽

Sebastian Gros ◽

Jens Geisler ◽

Ole Falkenberg ◽

Rafal Noga ◽

...

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Wind Turbine ◽

Control Applications ◽

Wind Speed Prediction ◽

Wind Turbine Control ◽

Speed Prediction ◽

Artificial Neural

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Locally recurrent neural networks for long-term wind speed and power prediction

Neurocomputing ◽

10.1016/j.neucom.2005.02.003 ◽

2006 ◽

Vol 69 (4-6) ◽

pp. 466-496 ◽

Author(s):

T.G. Barbounis ◽

J.B. Theocharis

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Power Prediction ◽

Locally Recurrent

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A hybrid model for wind speed prediction using empirical mode decomposition and artificial neural networks

Renewable Energy ◽

10.1016/j.renene.2012.06.012 ◽

2012 ◽

Vol 48 ◽

pp. 545-556 ◽

Author(s):

Hui Liu ◽

Chao Chen ◽

Hong-qi Tian ◽

Yan-fei Li

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Empirical Mode Decomposition ◽

Hybrid Model ◽

Wind Speed Prediction ◽

Mode Decomposition ◽

Speed Prediction ◽

Artificial Neural

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Wind Speed Prediction of Four Regions in Northern Cyprus Prediction Using ARIMA and Artificial Neural Networks Models: A Comparison Study

13th International Conference on Theory and Application of Fuzzy Systems and Soft Computing — ICAFS-2018 - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-04164-9_32 ◽

2018 ◽

pp. 230-238

Author(s):

Youssef Kassem ◽

Hüseyin Gökçekuş ◽

Hüseyin Çamur

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Comparison Study ◽

Wind Speed Prediction ◽

Northern Cyprus ◽

Speed Prediction ◽

Artificial Neural

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Multi-step wind speed prediction based on turbulence intensity and hybrid deep neural networks

Energy Conversion and Management ◽

10.1016/j.enconman.2019.02.045 ◽

2019 ◽

Vol 186 ◽

pp. 306-322 ◽

Author(s):

Fei Li ◽

Guorui Ren ◽

Jay Lee

Keyword(s):

Neural Networks ◽

Turbulence Intensity ◽

Deep Neural Networks ◽

Wind Speed Prediction ◽

Speed Prediction

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