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

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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Bibliographic Details
Main Authors: Kaiyan Wang, Haodong Du, Jiao Wang, Rong Jia, Zhenyu Zong
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Mathematics
Subjects:
short-term load forecasting
clustering
decomposition
forecasting strategies
ensemble deep learning
Online Access:https://www.mdpi.com/2227-7390/11/12/2786

Internet

https://www.mdpi.com/2227-7390/11/12/2786

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