郭大琦，安燕娜，李文静

摘 要：电动汽车及充电设施的运行及运营数据分析对信息化数据采集提出了更高的要求。电动汽车大规模投入应用，相关信息系统也在不断完善，信息化对电动汽车的发展越来越重要。智能充电桩与大数据技术相结合是目前的发展趋势。从电动汽车及充电设施出发，以大数据和云计算技术为核心，对电动汽车运营管理系统、 充电设施监控系统相关数据信息进行采集和分析，实现了运营管理的智能化和信息化，有效推动了电动车的应用，提高了充电服务的高效性和便捷性。

关键词：充电设施;大数据;智能充电;电动汽车

中图分类号：TP311.13 文献标识码：A 文章编号：1001-5922（2021）12-0098-04

Big Data Processing Based On Electric Vehicles and Charging Infrastructure

Guo Daqi1， An Yanna2， Li Wenjing2

（1.State Grid Hangzhou Yuhang District Power Supply Company， Hangzhou 311100， China; 2.Hangzhou Kaida Electric Power Construction Co.， Ltd. Automation Operation and Maintenance Branch， Hangzhou 311100， China）

Abstract：The operation and operation data analysis of electric vehicles and charging infrastructure put forward higher requirements for information data collection. With large-scale application of electric vehicles and continuous improvement of relevant information systems， informatization has become more and more important for the development of electric vehicles. The combination of intelligent charging pile and big data technology is the current development trend. Starting from electric vehicles and charging infrastructure， the big data and cloud computing technology are used as the core to collect and analyze the relevant data information of electric vehicle operation management systems and charging infrastructure monitoring systems. Thus the intelligence and informatization of operation management are realized. Furthermore， the application of electric vehicles is effectively promoted， and the efficiency and convenience of the charging service are improved.which is effective It promotes the widespread application of electric vehicles， improves the efficiency and convenience of charging services， and has good application prospects and realistic application values.

Key words：Charging infrastructure; Big Data; Intelligent charging; Electric vehicles

0 引言

如今全球環境问题不断受到社会各界的广泛关注，传统能源逐渐被新能源替代，电动汽车得到了大力发展和广泛应用。由于其发展形成了一定的规模，电动汽车及其充电设施的运行数据分析、充电站运营管理数据分析以及电动车电池性能的分析对相关数据信息的采集提出了更高的要求，因此需要通过云计算和大数据技术对数据进行分析和处理，从而提高运营管理水平和充电效率，实现智能化充电[1]。

随着大数据技术的迅速发展，大数据技术在各个领域得到了广泛的应用，成为推动企业发展的有效手段。大数据技术的引入可以优化企业的运营管理方式，通过对相关数据进行采集、处理和分析，既能降低经营成本、提高企业运营管理水平，同时还能推动社会发展。……