Evolutionary quantile regression gated recurrent unit network based on variational mode decomposition, improved whale optimization algorithm for probabilistic short-term wind speed prediction-Reference-Cited by-同舟云学术

Evolutionary quantile regression gated recurrent unit network based on variational mode decomposition, improved whale optimization algorithm for probabilistic short-term wind speed prediction

Published:2022-09 Issue: Volume:197 Page:668-682
ISSN:0960-1481
Container-title:Renewable Energy
language:en
Short-container-title:Renewable Energy

Author:

Zhang Chu,Ji Chunlei,Hua Lei,Ma Huixin,Nazir Muhammad Shahzad^ORCID,Peng Tian^ORCID

Publisher

Elsevier BV

Subject

Renewable Energy, Sustainability and the Environment

Reference55 articles.

1. Hybrid wind speed forecasting model based on multivariate data secondary decomposition approach and deep learning algorithm with attention mechanism;Zhang;Renew. Energy,2021

2. Multi-step wind speed forecasting and Hurst analysis using novel hybrid secondary decomposition approach;Emeksiz;Energy,2022

3. Multi-step-ahead wind speed forecasting based on a hybrid decomposition method and temporal convolutional networks;Li;Energy,2022

4. A novel approach to multi-horizon wind power forecasting based on deep neural architecture;Putz;Renew. Energy,2021

5. Multi-step ahead short-term wind speed forecasting approach coupling variational mode decomposition, improved beetle antennae search algorithm-based synchronous optimization and Volterra series model;Fu;Renew. Energy,2021

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