Enhanced Deep Networks for Short-Term and Medium-Term Load Forecasting

Enhanced Deep Networks for Short-Term and Medium-Term Load Forecasting

Electric load forecasting (ELF) is vitally beneficial for electrical power planning and economical running in smart grid. However, the medium-term load forecasting has been rarely studied. In addition, existing ELF models mainly consider the impact of limited external factors, which are usually diff...

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Bibliographic Details
Main Authors: Lingyi Han, Yuexing Peng, Yonghui Li, Binbin Yong, Qingguo Zhou, Lei Shu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
MTLF
long-term historical load data
spatial correlation
CNN
LSTM
Online Access:https://ieeexplore.ieee.org/document/8584438/

Internet

https://ieeexplore.ieee.org/document/8584438/

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