Multi-Dimensional Analysis of Load Characteristics of Electrical Vehicles Based on Power Supply Side Data and Unsupervised Learning Method

This study set out to extract the charging characteristics of an electrical vehicle (EV) from massive real operating data. Firstly, an unsupervised learning method based on self-organizing map (SOM) is developed to deal with the power supply side data of various charging operators. Secondly, a multi...

Full description

Bibliographic Details
Main Authors: Ziqi Zhang, Xueliang Huang, Hongen Ding, Zhenya Ji, Zhong Chen, Jiang Tian, Shan Gao
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:World Electric Vehicle Journal
Subjects:
Online Access:https://www.mdpi.com/2032-6653/12/3/125