Adaptive probabilistic neural network based on hybrid PSO–ALO for predicting wind speed in different regions

A survey of artificial neural network in wind energy systems

Alberto Pliego Marugán, Fausto Pedro Garcı́a Márquez, Jesús María Pinar-Pérez et al. · Applied Energy · 2018 · 477 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Wind speed forecasting using nonlinear-learning ensemble of deep learning time series prediction and extremal optimization

Jie Chen, Guo‐Qiang Zeng, Wuneng Zhou et al. · Energy Conversion and Management · 2018 · 420 citations

Computing, Computational Engineering, Meteorology +17

Evaluation of statistical and machine learning models for time series prediction: Identifying the state-of-the-art and the best conditions for the use of each model

Antonio Rafael Sabino Parmezan, Vinícius M. A. Souza, Gustavo E. A. P. A. Batista · Information Sciences · 2019 · 329 citations · Full text

Computing, Data Science, Machine Learning +13

Wind speed prediction model using singular spectrum analysis, empirical mode decomposition and convolutional support vector machine

Xiwei Mi, Hui Liu, Yanfei Li · Energy Conversion and Management · 2018 · 257 citations

Computing, Computational Engineering, Meteorology +15

A novel combined model based on advanced optimization algorithm for short-term wind speed forecasting

Jingjing Song, Jianzhou Wang, Haiyan Lu · Applied Energy · 2018 · 256 citations

Natural Sciences, Meteorology, Forecasting +11