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

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

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Citations (Scopus)

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.

Original languageEnglish
Title of host publication6th International Conference on Transportation Information and Safety
Subtitle of host publicationNew Infrastructure Construction for Better Transportation, ICTIS 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1476-1481
Number of pages6
ISBN (Electronic)9781665497138
DOIs
Publication statusPublished - 2021
Event6th International Conference on Transportation Information and Safety, ICTIS 2021 - Wuhan, China
Duration: 22 Oct 202124 Oct 2021

Publication series

Name6th International Conference on Transportation Information and Safety: New Infrastructure Construction for Better Transportation, ICTIS 2021

Conference

Conference6th International Conference on Transportation Information and Safety, ICTIS 2021
Country/TerritoryChina
CityWuhan
Period22/10/2124/10/21

Keywords

  • cloud platform
  • condition monitoring
  • electric vehicle
  • fault diagnosis

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Li, G., Liu, P., Wang, Z., Zhang, Z., Yan, Z., & Wang, S. (2021). An Overview of Cloud-Based Electric Vehicle Safety Service Platform Functions and A Case Study. In 6th International Conference on Transportation Information and Safety: New Infrastructure Construction for Better Transportation, ICTIS 2021 (pp. 1476-1481). (6th International Conference on Transportation Information and Safety: New Infrastructure Construction for Better Transportation, ICTIS 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICTIS54573.2021.9798584