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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