A Fault Warning Method for Electric Vehicle Charging Process Based on Adaptive Deep Belief Network

A Fault Warning Method for Electric Vehicle Charging Process Based on Adaptive Deep Belief Network

If an accident occurs during charging of an electric vehicle (EV), it will cause serious damage to the car, the person and the charging facility. Therefore, this paper proposes a fault warning method for an EV charging process based on an adaptive deep belief network (ADBN). The method uses Nesterov...

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Bibliographic Details
Main Authors: Dexin Gao, Yi Wang, Xiaoyu Zheng, Qing Yang
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:World Electric Vehicle Journal
Subjects:
charging process of EV
fault warning
deep belief network
NAdam
Pearson coefficient
Online Access:https://www.mdpi.com/2032-6653/12/4/265

Internet

https://www.mdpi.com/2032-6653/12/4/265

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