Short-Term Power Load Forecasting Using an Improved Model Integrating GCN and Transformer

Short-Term Power Load Forecasting Using an Improved Model Integrating GCN and Transformer

Improving the accuracy of power load forecasting is an important link in the optimization of power systems. Most of the existing studies in the short-term load forecasting task at present have the problem of insufficient extraction of multi-scale features. Therefore, in order to improve prediction a...

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Bibliographic Details
Main Authors: Man Wu, Wanyi Feng, Xinya Li, Yunan Liu, Chuxin Cao
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
improved transformer
GCN
short-term power load forecast
multiple features
Online Access:https://www.mdpi.com/2076-3417/15/13/7003
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