Data-Driven EV Load Profiles Generation Using a Variational Auto-Encoder

Data-Driven EV Load Profiles Generation Using a Variational Auto-Encoder

Although the penetration of electric vehicles (EVs) in distribution networks can improve the energy saving and emission reduction effects, its random and uncertain nature limits the ability of distribution networks to accept the load of EVs. To this end, establishing a load profile model of EV charg...

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Bibliographic Details
Main Authors: Zhixin Pan, Jianming Wang, Wenlong Liao, Haiwen Chen, Dong Yuan, Weiping Zhu, Xin Fang, Zhen Zhu
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Energies
Subjects:
electric vehicles
load profiles
data-driven
variational automatic encoder
Online Access:http://www.mdpi.com/1996-1073/12/5/849

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