The invention discloses an electric vehicle charging system and method based on a European standard charging pile, and relates to the technical field of electric vehicle charging, and the method comprises the following steps: constructing an efficient monitoring process, collecting various parameter information transmitted by CAN bus signals in real time, and comprehensively mastering the vehicle state and charging parameters at the charging moment through a real-time monitoring mechanism. According to the invention, various parameter information of CAN bus signal transmission is monitored in real time, the abnormity is intelligently analyzed in combination with the pre-trained machine learning model, and problems in signal transmission can be accurately identified and judged. The method ensures that the system senses slight abnormity in advance in the charging process, and safety risks such as overcharge, undercharge or thermal runaway of the battery are prevented. By classifying the abnormal levels and taking targeted measures, the charging stability and safety are improved, the charging efficiency is optimized, the system maintenance cost is reduced, the charging time is shortened, and the overall operation reliability and economic benefits are enhanced.
本发明公开了一种基于欧标充电桩的电动车辆充电系统及方法,涉及电动车辆充电技术领域,包括以下步骤:构建一个高效的监测流程,实时采集CAN总线信号传输的各项参数信息,通过实时监测机制,全面掌握充电时刻的车辆状态和充电参数。本发明通过实时监测CAN总线信号传输的各项参数信息,并结合预先训练的机器学习模型智能分析异常,能够精准识别和判断信号传输中的问题。该方法确保系统在充电过程中提前感知轻微异常,防止电池过充、欠充或热失控等安全风险。通过分类异常等级并采取针对性措施,提升了充电的稳定性和安全性,同时优化了充电效率,减少了系统维护成本和充电时间,增强了整体的运行可靠性和经济效益。
Electric vehicle charging system and method based on European standard charging pile
一种基于欧标充电桩的电动车辆充电系统及方法
2025-04-15
Patent
Electronic Resource
Chinese
IPC: | B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen |
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