The invention discloses an automobile charging pile wireless starting method, system and device and a medium. The method comprises the steps of obtaining a training charging vehicle image data set; establishing a CNN charging vehicle identification model based on a CNN convolutional neural network, and training the CNN charging vehicle identification model by using historical vehicle data in the database to obtain a target CNN charging vehicle identification model; inputting the training charging vehicle image data set into the target CNN charging vehicle identification model for identification, and obtaining a charging vehicle identification result; a charging pile discharging instruction is generated based on the charging vehicle identification result, the charging pile discharging instruction is transmitted to the system through the ZigBee wireless communication technology, an automobile charging pile is started according to the charging pile discharging instruction, and a to-be-charged vehicle is charged; remote monitoring and control can be realized, and the management efficiency and the utilization rate of the charging pile are improved.

    本发明公开了一种汽车充电桩无线启动方法、系统、设备及介质,通过获取训练充电车辆图像数据集;基于CNN卷积神经网络建立CNN充电车辆识别模型,利用数据库中的历史车辆数据对CNN充电车辆识别模型进行训练,得到目标CNN充电车辆识别模型;将训练充电车辆图像数据集输入至目标CNN充电车辆识别模型中进行识别,得到充电车辆识别结果;基于充电车辆识别结果生成充电桩放电指令,利用ZigBee无线通讯技术将充电桩放电指令传输至系统中,根据充电桩放电指令启动汽车充电桩,并对待充电车辆进行充电;可以实现远程监控和控制,提高充电桩的管理效率和使用率。


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    Title :

    Automobile charging pile wireless starting method, system, equipment and medium


    Additional title:

    一种汽车充电桩无线启动方法、系统、设备及介质


    Contributors:
    LI WEIJIE (author) / BAO HAN (author) / WEI HEYU (author) / ZHANG KUNQIANG (author) / LI ZHIBO (author) / XIAO GONGKE (author)

    Publication date :

    2024-07-12


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06V



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