Power-Load Forecasting Model Based on Informer and Its Application

Power-Load Forecasting Model Based on Informer and Its Application

Worldwide, the demand for power load forecasting is increasing. A multi-step power-load forecasting model is established based on Informer, which takes the historical load data as the input to realize the prediction of the power load in the future. The constructed model abandons the common recurrent...

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Bibliographic Details
Main Authors: Hongbin Xu, Qiang Peng, Yuhao Wang, Zengwen Zhan
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Energies
Subjects:
power-load forecasting
self-attention mechanism
time series
Informer
deep learning
Online Access:https://www.mdpi.com/1996-1073/16/7/3086

Internet

https://www.mdpi.com/1996-1073/16/7/3086

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