An Ensemble Deep Learning Model for Provincial Load Forecasting Based on Reduced Dimensional Clustering and Decomposition Strategies

The accurate prediction of short-term load is crucial for the grid dispatching department in developing power generation plans, regulating unit output, and minimizing economic losses. However, due to the variability in customers’ electricity consumption behaviour and the randomness of load fluctuati...

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發表在:	Mathematics
Main Authors:	Kaiyan Wang, Haodong Du, Jiao Wang, Rong Jia, Zhenyu Zong
格式:	Article
語言:	英语
出版:	MDPI AG 2023-06-01
主題:	short-term load forecasting clustering decomposition forecasting strategies ensemble deep learning
在線閱讀:	https://www.mdpi.com/2227-7390/11/12/2786