Long-Short-Term Memory Network Based Hybrid Model for Short-Term Electrical Load Forecasting

Long-Short-Term Memory Network Based Hybrid Model for Short-Term Electrical Load Forecasting

Short-term electrical load forecasting is of great significance to the safe operation, efficient management, and reasonable scheduling of the power grid. However, the electrical load can be affected by different kinds of external disturbances, thus, there exist high levels of uncertainties in the el...

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Bibliographic Details
Main Authors: Liwen Xu, Chengdong Li, Xiuying Xie, Guiqing Zhang
Format: Article
Language:English
Published: MDPI AG 2018-07-01
Series:Information
Subjects:
electrical load forecasting
long-short-term memory
extreme learning machine
artificial intelligence
hybrid model
Online Access:http://www.mdpi.com/2078-2489/9/7/165

Internet

http://www.mdpi.com/2078-2489/9/7/165

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