Short-term user load forecasting based on GARCH-M family model with different distributions

Short-term user load forecasting based on GARCH-M family model with different distributions

Power load forecasting is one of the basic tasks power system research,and time series analysis is currently the most widely used forecasting method. Aiming at the fluctuation and the characteristics of peak and thick tail of user daily load time series,the generalized autoregressive conditional het...

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Bibliografische gegevens
Hoofdauteurs: WANG Chen, YE Jiangming, HE Jiahong
Formaat: Artikel
Taal:zho
Gepubliceerd in: Editorial Department of Electric Power Engineering Technology 2022-09-01
Reeks:电力工程技术
Onderwerpen:
time series analysis
short-term user load forecasting
autoregressive conditional heteroskedasticity (arch) effect
generalized autoregressive conditional heteroskedasticity-in-mean (garch-m) family model
fat tail effect
loss function
Online toegang:https://www.epet-info.com/dlgcjs/article/html/200527382

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https://www.epet-info.com/dlgcjs/article/html/200527382

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