Short-Term Electrical Load Forecasting Based on VMD and GRU-TCN Hybrid Network

Short-Term Electrical Load Forecasting Based on VMD and GRU-TCN Hybrid Network

With the continuous increase in user-side flexible controllable resources connected into a distribution system, the components of electrical load become too diverse and difficult to be accuracy forecasted. A short-term load forecast method that integrates variational modal decomposition (VMD), gated...

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Bibliographic Details
Main Authors: Changchun Cai, Yuanjia Li, Zhenghua Su, Tianqi Zhu, Yaoyao He
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Applied Sciences
Subjects:
short-term load forecasting
variational modal decomposition (VMD)
gated recurrent unit (GRU)
time convolutional network (TCN)
hybrid algorithm
Online Access:https://www.mdpi.com/2076-3417/12/13/6647

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https://www.mdpi.com/2076-3417/12/13/6647

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