Intelligent forecast engine for short-term wind speed prediction based on stacked long short-term memory

Neural Computing and Applications ◽

10.1007/s00521-021-06016-4 ◽

2021 ◽

Author(s):

Farah Shahid ◽

Aneela Zameer ◽

Muhammad Javaid Iqbal

Keyword(s):

Short Term Memory ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Long Short Term Memory

Download Full-text

Multi-step ahead wind speed prediction based on optimal feature extraction, long short term memory neural network and error correction strategy

Applied Energy ◽

10.1016/j.apenergy.2018.08.114 ◽

2018 ◽

Vol 230 ◽

pp. 429-443 ◽

Author(s):

Jujie Wang ◽

Yaning Li

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Short Term Memory ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Long Short Term Memory ◽

Optimal Feature

Download Full-text

Wind speed prediction method based on Empirical Wavelet Transform and New Cell Update Long Short-Term Memory network

Energy Conversion and Management ◽

10.1016/j.enconman.2019.06.041 ◽

2019 ◽

Vol 196 ◽

pp. 779-792 ◽

Author(s):

Shaoqian Pei ◽

Hui Qin ◽

Zhendong Zhang ◽

Liqiang Yao ◽

Yongqiang Wang ◽

...

Keyword(s):

Short Term Memory ◽

Prediction Method ◽

Term Memory ◽

Wind Speed Prediction ◽

Empirical Wavelet Transform ◽

Speed Prediction ◽

Memory Network ◽

Long Short Term Memory

Download Full-text

Long Short-Term Memory Network based on Neighborhood Gates for processing complex causality in wind speed prediction

Energy Conversion and Management ◽

10.1016/j.enconman.2019.04.006 ◽

2019 ◽

Vol 192 ◽

pp. 37-51 ◽

Author(s):

Zhendong Zhang ◽

Hui Qin ◽

Yongqi Liu ◽

Yongqiang Wang ◽

Liqiang Yao ◽

...

Keyword(s):

Short Term Memory ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Memory Network ◽

Long Short Term Memory

Download Full-text

Wind Speed Prediction based on Long Short-Term Memory network and Policy Suggestions for Wind Power Industry Development

10.1109/ccisp52774.2021.9639329 ◽

2021 ◽

Author(s):

Daihong Tian ◽

Dan Zhao

Keyword(s):

Short Term Memory ◽

Term Memory ◽

Wind Speed Prediction ◽

Policy Suggestions ◽

Speed Prediction ◽

Memory Network ◽

Long Short Term Memory ◽

Wind Power Industry

Download Full-text

Hybrid wind speed prediction model based on recurrent long short-term memory neural network and support vector machine models

Soft Computing ◽

10.1007/s00500-019-04292-w ◽

2019 ◽

Vol 24 (7) ◽

pp. 5345-5355

Author(s):

T. Vinothkumar ◽

K. Deeba

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Short Term Memory ◽

Support Vector ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Long Short Term Memory

Download Full-text

Wind speed prediction using hybrid long short-term memory neural network based approach

2021 International Conference on Sustainable Energy and Future Electric Transportation (SEFET) ◽

10.1109/sefet48154.2021.9375644 ◽

2021 ◽

Author(s):

G. Rakesh Yadav ◽

E. Muneender ◽

M. Santhosh

Keyword(s):

Neural Network ◽

Short Term Memory ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Long Short Term Memory

Download Full-text

Wind speed prediction method using Shared Weight Long Short-Term Memory Network and Gaussian Process Regression

Applied Energy ◽

10.1016/j.apenergy.2019.04.047 ◽

2019 ◽

Vol 247 ◽

pp. 270-284 ◽

Author(s):

Zhendong Zhang ◽

Lei Ye ◽

Hui Qin ◽

Yongqi Liu ◽

Chao Wang ◽

...

Keyword(s):

Short Term Memory ◽

Prediction Method ◽

Gaussian Process Regression ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Memory Network ◽

Long Short Term Memory

Download Full-text

Wind Speed Prediction and Visualization Using Long Short-Term Memory Networks (LSTM)

2020 10th International Conference on Information Science and Technology (ICIST) ◽

10.1109/icist49303.2020.9202300 ◽

2020 ◽

Author(s):

Md Amimul Ehsan ◽

Amir Shahirinia ◽

Nian Zhang ◽

Timothy Oladunni

Keyword(s):

Short Term Memory ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Long Short Term Memory

Download Full-text

Long short-term memory (LSTM)-based wind speed prediction during a typhoon for bridge traffic control

Journal of Wind Engineering and Industrial Aerodynamics ◽

10.1016/j.jweia.2021.104788 ◽

2022 ◽

Vol 220 ◽

pp. 104788

Author(s):

Jae-Yeong Lim ◽

Sejin Kim ◽

Ho-Kyung Kim ◽

Young-Kuk Kim

Keyword(s):

Traffic Control ◽

Short Term Memory ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Long Short Term Memory

Download Full-text

Ultra-short term wind speed prediction using mathematical morphology decomposition and long short-term memory

CSEE Journal of Power and Energy Systems ◽

10.17775/cseejpes.2019.02070 ◽

2020 ◽

Keyword(s):

Mathematical Morphology ◽

Short Term Memory ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Long Short Term Memory

Download Full-text