The invention relates to an electric scooter remote monitoring method, device and equipment based on the Internet of Things and a storage medium, and the method comprises the following steps: if a scooter state feature vector represents that an electric scooter is abnormal, carrying out the multi-modal feature mapping of the electric scooter based on the scooter state feature vector, and carrying out the remote monitoring of the electric scooter based on the multi-modal feature mapping; vehicle abnormal behavior mode characteristics are obtained; performing risk prediction on the electric scooter based on the vehicle abnormal behavior mode characteristics to obtain a risk grade division result; performing distributed processing and priority ranking on the risk grade division result through an edge computing gateway to obtain a control strategy instruction set; the control strategy instruction set is input into the remote motor controller to control the electric scooter, and the technical problems that a traditional management mode mainly depends on manual inspection and regular maintenance, the efficiency is low, the state of the scooter is difficult to monitor in real time, and potential safety hazards are difficult to find in time are solved.

    本发明涉及一种基于物联网的电动滑板车远程监控方法、装置、设备及存储介质,包括以下步骤,若所述滑板车状态特征向量表示电动滑板车存在异常,则基于所述滑板车状态特征向量对所述电动滑板车进行多模态特征映射,得到车辆异常行为模式特征;基于所述车辆异常行为模式特征对所述电动滑板车进行风险预测,得到风险等级划分结果;通过边缘计算网关对所述风险等级划分结果进行分布式处理和优先级排序,得到控制策略指令集;将所述控制策略指令集输入远程的所述电机控制器内控制所述电动滑板车,解决了传统的管理方式主要依赖于人工检查和定期维护,这种方式不仅效率低下,而且难以实时监控车辆状态,及时发现潜在的安全隐患的技术问题。


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    Title :

    Electric scooter remote monitoring method and system based on Internet of Things


    Additional title:

    基于物联网的电动滑板车远程监控方法及系统


    Contributors:
    SU XIANHONG (author)

    Publication date :

    2025-04-15


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    H04L TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION , Übertragung digitaler Information, z.B. Telegrafieverkehr / B62J Fahrrad- oder Motorradsättel oder -sitze , CYCLE SADDLES OR SEATS / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen



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