Short-term wind speed prediction based on data preprocessing with discrete wavelet transform-mutual information and neural network

Mapping Intimacies ◽

10.1109/iciea51954.2021.9516271 ◽

2021 ◽

Author(s):

Ran Zhao ◽

Jian Yang ◽

Dongran Song ◽

Li Wang ◽

Junbo Liu ◽

...

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Wind Speed ◽

Mutual Information ◽

Discrete Wavelet Transform ◽

Data Preprocessing ◽

Discrete Wavelet ◽

Short Term ◽

Wind Speed Prediction ◽

Speed Prediction

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An improved artificial bee colony-BP neural network algorithm in the short-term wind speed prediction

2016 12th World Congress on Intelligent Control and Automation (WCICA) ◽

10.1109/wcica.2016.7578265 ◽

2016 ◽

Cited By ~ 7

Author(s):

Guanlong Jia ◽

Donghui Li ◽

Lele Yao ◽

Pengcheng Zhao

Keyword(s):

Neural Network ◽

Wind Speed ◽

Bp Neural Network ◽

Artificial Bee Colony ◽

Short Term ◽

Wind Speed Prediction ◽

Bee Colony ◽

Network Algorithm ◽

Speed Prediction ◽

Neural Network Algorithm

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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 ◽

Cited By ~ 37

Author(s):

Jujie Wang ◽

Yaning Li

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Wind Speed ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Long Short Term Memory ◽

Optimal Feature

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The Application of Deep Neural Network Algorithm Considering multi-dimensional Meteorological Feature Extraction in Short-Term Wind Speed Prediction

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) ◽

10.1109/itnec.2019.8729391 ◽

2019 ◽

Author(s):

Gang Li ◽

Teng-fei Wang ◽

Fang-xin Hu ◽

Tong-chao Liu

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Wind Speed ◽

Deep Neural Network ◽

Short Term ◽

Wind Speed Prediction ◽

Network Algorithm ◽

Speed Prediction ◽

Neural Network Algorithm

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A COMPARATIVE APPROACH OF NEURAL NETWORK AND REGRESSION ANALYSIS IN VERY SHORT-TERM WIND SPEED PREDICTION

Neural Network World ◽

10.14311/nnw.2019.29.018 ◽

2019 ◽

Vol 29 (5) ◽

pp. 285-300 ◽

Cited By ~ 1

Author(s):

Sunil Kr. Jha ◽

Jasmin Bilalovikj

Keyword(s):

Neural Network ◽

Regression Analysis ◽

Wind Speed ◽

Comparative Approach ◽

Short Term ◽

Wind Speed Prediction ◽

Speed Prediction

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Multistep short-term wind speed prediction using nonlinear auto-regressive neural network with exogenous variable selection

Alexandria Engineering Journal ◽

10.1016/j.aej.2020.10.045 ◽

2021 ◽

Vol 60 (1) ◽

pp. 1221-1229

Author(s):

Fuad Noman ◽

Gamal Alkawsi ◽

Ammar Ahmed Alkahtani ◽

Ali Q. Al-Shetwi ◽

Sieh Kiong Tiong ◽

...

Keyword(s):

Neural Network ◽

Wind Speed ◽

Variable Selection ◽

Exogenous Variable ◽

Short Term ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Auto Regressive

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Output Power Smoothing of Doubly Fed Induction Generator Wind Turbine Using Very Short Term Wind Speed Prediction Based on Levenberg–Marquardt Neural Network

International Review on Modelling and Simulations (IREMOS) ◽

10.15866/iremos.v8i5.7363 ◽

2015 ◽

Vol 8 (5) ◽

pp. 558

Author(s):

Margo Pujiantara ◽

Ratna Ika Putri ◽

Antonius Ario Wibowo ◽

Iwan Setiawan ◽

Ardyono Priyadi ◽

...

Keyword(s):

Neural Network ◽

Wind Speed ◽

Induction Generator ◽

Doubly Fed Induction Generator ◽

Short Term ◽

Wind Speed Prediction ◽

Power Smoothing ◽

Levenberg Marquardt ◽

Speed Prediction ◽

Doubly Fed

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Short-term wind speed prediction using several artificial neural network approaches in Eskisehir

2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA) ◽

10.1109/inista.2015.7276743 ◽

2015 ◽

Cited By ~ 3

Author(s):

Mert Alper Duran ◽

Ummuhan Basaran Filik

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Wind Speed ◽

Short Term ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Artificial Neural ◽

Network Approaches

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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 ◽

Wind Speed ◽

Short Term Memory ◽

Support Vector ◽

Short Term ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Long Short Term Memory

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Very short-term wind speed prediction: A new artificial neural network–Markov chain model

Energy Conversion and Management ◽

10.1016/j.enconman.2010.07.053 ◽

2011 ◽

Vol 52 (1) ◽

pp. 738-745 ◽

Cited By ~ 121

Author(s):

S.A. Pourmousavi Kani ◽

M.M. Ardehali

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Markov Chain ◽

Wind Speed ◽

Markov Chain Model ◽

Chain Model ◽

Short Term ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Artificial Neural

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Short-term wind speed prediction using empirical wavelet transform and Gaussian process regression

Energy ◽

10.1016/j.energy.2015.10.041 ◽

2015 ◽

Vol 93 ◽

pp. 1456-1466 ◽

Cited By ~ 98

Author(s):

Jianming Hu ◽

Jianzhou Wang

Keyword(s):

Wavelet Transform ◽

Wind Speed ◽

Gaussian Process ◽

Gaussian Process Regression ◽

Short Term ◽

Wind Speed Prediction ◽

Empirical Wavelet Transform ◽

Speed Prediction

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