Short-Term Power Load Forecasting Based on ICEEMDAN-GRA-SVDE-BiGRU and Error Correction Model

Short-Term Power Load Forecasting Based on ICEEMDAN-GRA-SVDE-BiGRU and Error Correction Model

The significance of short-term power load forecasting extends to grid dispatching and future planning. To address the issues of nonlinear characteristics and poor prediction accuracy of original power load, a hybrid short-term power load forecasting method was proposed based on Improved Complete Ens...

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Bibliographic Details
Main Authors: Lianbing Li, Ruixiong Jing, Yanliang Zhang, Lanchao Wang, Le Zhu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Differential evolutionary algorithm
short-term power load forecasting
error correction
bidirectional gated recurrent unit (BiGRU)
ICEEMDAN
GRA
Online Access:https://ieeexplore.ieee.org/document/10272580/

Internet

https://ieeexplore.ieee.org/document/10272580/

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