An Overview of Cloud-Based Electric Vehicle Safety Service Platform Functions and A Case Study

2021 6th International Conference on Transportation Information and Safety (ICTIS) Pub Date : 2021-10-22 DOI:10.1109/ICTIS54573.2021.9798584

Gaoju Li, Peng Liu, Zhenpo Wang, Zhaosheng Zhang, Zhu Yan, Shuo Wang

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Abstract

A cloud-based safety platform for electric vehicles (EVs) could contribute more customized services for users by collaborating with on-board battery management system (BMS). This paper presents a cloud-based EV monitoring and service system, which includes the internet of devices (IoD) and cloud platform. The IoD in this paper includes the EV terminals, charging piles terminals, smartphones, etc., which collect and upload data from EVs and users. With the data collated from the terminals, the cloud platform could perform battery health and safety analysis with historical data, and help to improve the safety of the EVs. This paper discusses the services that the cloud platform can provide in each scenario, and cataloged the potential safety service into several groups. The feasibility of the proposed platform architecture was verified by using cloud data and Entropy algorithm to analyze accident vehicles, and the results show that the cloud-based EV monitoring and safety service platform can provide fault diagnosis and early warning for EV in the cloud.

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基于云的电动汽车安全服务平台功能概述及案例研究

基于云计算的电动汽车安全平台可以与车载电池管理系统(BMS)合作，为用户提供更多的定制服务。本文提出了一种基于云的电动汽车监测与服务系统，该系统包括物联网和云平台。本文的IoD包括电动汽车终端、充电桩终端、智能手机等，用于收集和上传电动汽车和用户的数据。通过对终端数据的整理，云平台可以结合历史数据进行电池健康和安全分析，帮助提高电动汽车的安全性。本文讨论了云平台在每个场景下可以提供的服务，并将潜在的安全服务分为几组。利用云数据和熵算法对事故车辆进行分析，验证了所提平台架构的可行性，结果表明，基于云的电动汽车监测与安全服务平台能够为云中的电动汽车提供故障诊断与预警。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

2021 6th International Conference on Transportation Information and Safety (ICTIS)

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