Short-Term Load Forecasting Based on the Transformer Model

Short-Term Load Forecasting Based on the Transformer Model

From the perspective of energy providers, accurate short-term load forecasting plays a significant role in the energy generation plan, efficient energy distribution process and electricity price strategy optimisation. However, it is hard to achieve a satisfactory result because the historical data i...

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Bibliographic Details
Main Authors: Zezheng Zhao, Chunqiu Xia, Lian Chi, Xiaomin Chang, Wei Li, Ting Yang, Albert Y. Zomaya
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Information
Subjects:
short-term load forecasting
attention mechanism
deep learning
LightGBM
recurrent neural network
Online Access:https://www.mdpi.com/2078-2489/12/12/516

Internet

https://www.mdpi.com/2078-2489/12/12/516

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