Short-Term Net Load Forecasting for Regions with Distributed Photovoltaic Systems Based on Feature Reconstruction

Short-Term Net Load Forecasting for Regions with Distributed Photovoltaic Systems Based on Feature Reconstruction

Short-term load forecasting is the guarantee for the safe, stable, and economical operation of power systems. Deep learning methods have been proven effective in obtaining accurate forecasting results. However, in recent years, the large-scale integration of distributed photovoltaic systems (DPVS) h...

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Bibliographic Details
Main Authors: Xudong Zheng, Ming Yang, Yixiao Yu, Chuanqi Wang
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Applied Sciences
Subjects:
short-term load forecasting
maximum information coefficient
feature reconstruction
bidirectional LSTM
Online Access:https://www.mdpi.com/2076-3417/13/16/9064

Internet

https://www.mdpi.com/2076-3417/13/16/9064

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