Short-Term Power Load Prediction Method Based on VMD and EDE-BiLSTM

Short-Term Power Load Prediction Method Based on VMD and EDE-BiLSTM

Aiming at the diversity and flexibility of electric loads and their inherent nonlinearity and temporality in the context of the new era. A forecasting method is proposed combining Variational Modal Decomposition (VMD) and EDE-BiLSTM. Initially, the load data are decomposed using VMD to obtain severa...

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Bibliographic Details
Main Authors:	Yibo Lai, Qifeng Wang, Gang Chen, Yu Bai, Peiyu Zhao, Xiaojing Liao, Shuang Wu, Changyou Men, Quan Sun
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Series:	IEEE Access
Subjects:	Short-term load forecasting variational modal decomposition (VMD) EDE-BiLSTM
Online Access:	https://ieeexplore.ieee.org/document/10815728/
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