Prediction and scheduling of multi-energy microgrid based on BiGRU self-attention mechanism and LQPSO

To predict renewable energy sources such as solar power in microgrids more accurately, a hybrid power prediction method is presented in this paper. First, the self-attention mechanism is introduced based on a bidirectional gated recurrent neural network (BiGRU) to explore the time-series characteris...

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書誌詳細

出版年:	Global Energy Interconnection
主要な著者:	Yuchen Duan, Peng Li, Jing Xia
フォーマット:	論文
言語:	英語
出版事項:	KeAi Communications Co., Ltd. 2024-06-01
主題:	Microgrid Bidirectional gated recurrent unit Self-attention Lévy-quantum particle swarm optimization Multi- objective optimization
オンライン･アクセス:	http://www.sciencedirect.com/science/article/pii/S209651172400046X