研究论文
Boosted GRU model for short-term forecasting of wind power with feature-weighted principal component analysis
Yulong Xiao, Chongzhe Zou, Hetian Chi, Rengcun Fang
China University of Geosciences State Grid Hubei Electric Power Co., Ltd. (China)
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学科主题
工程Energy Load and Power Forecasting
Solar Radiation and Photovoltaics · Stock Market Forecasting Methods
参考文献 48
2011 International Joint Conference on Neural Networks
被引 1,472H. AMADOU BOUBACAR, Lecoeuche, S., S. Maouche · IEEE Transactions on Neural Networks · 2010
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
被引 10,691Chung, Junyoung, Çağlar Gülçehre, Kyunghyun Cho · arXiv (Cornell University) · 2014
Application of Recurrent Neural Network to Long-Term-Ahead Generating Power Forecasting for Wind Power Generator
被引 73Tomonobu Shah Senjyu, Atsushi Yona, Naomitsu Urasaki · IEEE PES Power Systems Conference and Exposition · 2006
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引用本文 176
High and low frequency wind power prediction based on Transformer and BiGRU-Attention
被引 142Shuangxin Wang, Jiarong Shi, Wei Ping Yang · Energy · 2023
Enhancing wind speed forecasting through synergy of machine learning, singular spectral analysis, and variational mode decomposition
被引 140Sinvaldo Rodrigues Moreno, Laio Oriel Seman, Stéfano Frizzo Stefenon · Energy · 2024
A Comprehensive Review of Wind Power Prediction Based on Machine Learning: Models, Applications, and Challenges
被引 114Zongxu Liu, Hui Min Guo, Y. Zhang · Energies · 2025
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