Short-Term Load Forecasting for Electric Vehicle Charging Stations Based on Deep Learning Approaches

Short-Term Load Forecasting for Electric Vehicle Charging Stations Based on Deep Learning Approaches

Short-term load forecasting is a key task to maintain the stable and effective operation of power systems, providing reasonable future load curve feeding to the unit commitment and economic load dispatch. In recent years, the boost of internal combustion engine (ICE) based vehicles leads to the foss...

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Bibliographic Details
Main Authors: Juncheng Zhu, Zhile Yang, Yuanjun Guo, Jiankang Zhang, Huikun Yang
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Applied Sciences
Subjects:
short-term load forecasting
electric vehicles
deep learning
gated recurrent units
Online Access:https://www.mdpi.com/2076-3417/9/9/1723

Internet

https://www.mdpi.com/2076-3417/9/9/1723

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