A novel hybrid model based on VMD-WT and PCA-BP-RBF neural network for short-term wind speed forecasting

Energy Conversion and Management ◽

10.1016/j.enconman.2019.05.005 ◽

2019 ◽

Vol 195 ◽

pp. 180-197 ◽

Cited By ~ 34

Author(s):

Yagang Zhang ◽

Bing Chen ◽

Guifang Pan ◽

Yuan Zhao

Keyword(s):

Neural Network ◽

Wind Speed ◽

Hybrid Model ◽

Rbf Neural Network ◽

Short Term ◽

Wind Speed Forecasting ◽

Model Based

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A Hybrid Model for Short-Term Wind Speed Forecasting Based on Wavelet Analysis and RBF Neural Network

Lecture Notes in Electrical Engineering - Unifying Electrical Engineering and Electronics Engineering ◽

10.1007/978-1-4614-4981-2_19 ◽

2013 ◽

pp. 173-181 ◽

Cited By ~ 1

Author(s):

Xiao-bin Huang ◽

Pei-lin Mao ◽

Xiao-peng Dong ◽

Hao-yuan Tang

Keyword(s):

Neural Network ◽

Wind Speed ◽

Wavelet Analysis ◽

Hybrid Model ◽

Rbf Neural Network ◽

Short Term ◽

Wind Speed Forecasting

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A hybrid model based on synchronous optimisation for multi-step short-term wind speed forecasting

Applied Energy ◽

10.1016/j.apenergy.2018.01.094 ◽

2018 ◽

Vol 215 ◽

pp. 131-144 ◽

Cited By ~ 75

Author(s):

Chaoshun Li ◽

Zhengguang Xiao ◽

Xin Xia ◽

Wen Zou ◽

Chu Zhang

Keyword(s):

Wind Speed ◽

Hybrid Model ◽

Short Term ◽

Wind Speed Forecasting ◽

Model Based

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A Hybrid Model Based on Multi-Stage Principal Component Extraction, GRU Network and KELM for Multi-Step Short-Term Wind Speed Forecasting

IEEE Access ◽

10.1109/access.2020.3043812 ◽

2020 ◽

Vol 8 ◽

pp. 222931-222943

Author(s):

Feng Zou ◽

Wenlong Fu ◽

Ping Fang ◽

Dongzhen Xiong ◽

Renming Wang

Keyword(s):

Wind Speed ◽

Hybrid Model ◽

Principal Component ◽

Short Term ◽

Wind Speed Forecasting ◽

Model Based ◽

Multi Stage ◽

Component Extraction

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Hybrid model for short term wind speed forecasting using empirical mode decomposition and artificial neural network

2015 9th International Conference on Electrical and Electronics Engineering (ELECO) ◽

10.1109/eleco.2015.7394591 ◽

2015 ◽

Cited By ~ 3

Author(s):

Emrah Dokur ◽

Mehmet Kurban ◽

Salim Ceyhan

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Wind Speed ◽

Empirical Mode Decomposition ◽

Hybrid Model ◽

Short Term ◽

Wind Speed Forecasting ◽

Mode Decomposition ◽

Artificial Neural

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Short-term Wind Speed Forecasting Model Based on Spiking Neural Network

2018 International Conference on Advanced Mechatronic Systems (ICAMechS) ◽

10.1109/icamechs.2018.8507102 ◽

2018 ◽

Author(s):

Fengyang Han ◽

Runmin Li ◽

Dianwei Qian

Keyword(s):

Neural Network ◽

Wind Speed ◽

Forecasting Model ◽

Spiking Neural Network ◽

Short Term ◽

Wind Speed Forecasting ◽

Model Based

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A hybrid model based on smooth transition periodic autoregressive and Elman artificial neural network for wind speed forecasting of the Hebei region in China

International Journal of Green Energy ◽

10.1080/15435075.2014.961462 ◽

2015 ◽

Vol 13 (6) ◽

pp. 595-607 ◽

Cited By ~ 9

Author(s):

Shanshan Qin ◽

Jianzhou Wang ◽

Jie Wu ◽

Ge Zhao

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Wind Speed ◽

Hybrid Model ◽

Smooth Transition ◽

Wind Speed Forecasting ◽

Model Based ◽

Artificial Neural

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A novel hybrid model based on weather variables relationships improving applied for wind speed forecasting

International Journal of Energy and Environmental Engineering ◽

10.1007/s40095-021-00408-x ◽

2021 ◽

Author(s):

Hervice Roméo Fogno Fotso ◽

Claude Vidal Aloyem Kazé ◽

Germaine Djuidje Kenmoé

Keyword(s):

Wind Speed ◽

Hybrid Model ◽

Weather Variables ◽

Wind Speed Forecasting ◽

Model Based

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Multi-step wind speed forecasting based on hybrid multi-stage decomposition model and long short-term memory neural network

Energy Conversion and Management ◽

10.1016/j.enconman.2020.112869 ◽

2020 ◽

Vol 213 ◽

pp. 112869 ◽

Cited By ~ 12

Author(s):

Sinvaldo Rodrigues Moreno ◽

Ramon Gomes da Silva ◽

Viviana Cocco Mariani ◽

Leandro dos Santos Coelho

Keyword(s):

Neural Network ◽

Wind Speed ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Wind Speed Forecasting ◽

Decomposition Model ◽

Multi Stage ◽

Long Short Term Memory

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Financial Time Series Modelling with Hybrid Model Based on Customized RBF Neural Network Combined With Genetic Algorithm

Advances in Electrical and Electronic Engineering ◽

10.15598/aeee.v12i4.1206 ◽

2014 ◽

Vol 12 (4) ◽

Author(s):

Lukas Falat ◽

Dusan Marcek

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Time Series ◽

Hybrid Model ◽

Financial Time Series ◽

Rbf Neural Network ◽

Financial Time ◽

Model Based ◽

Time Series Modelling

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Spatio-Temporal Graph Deep Neural Network for Short-Term Wind Speed Forecasting

IEEE Transactions on Sustainable Energy ◽

10.1109/tste.2018.2844102 ◽

2019 ◽

Vol 10 (2) ◽

pp. 670-681 ◽

Cited By ~ 34

Author(s):

Mahdi Khodayar ◽

Jianhui Wang

Keyword(s):

Neural Network ◽

Wind Speed ◽

Deep Neural Network ◽

Short Term ◽

Wind Speed Forecasting ◽

Temporal Graph ◽

Spatio Temporal

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