The invention provides a new energy automobile safety early warning method and system based on artificial intelligence. The method comprises the following steps: acquiring various different types of data related to safe driving of an automobile, including historical driving data and historical maintenance data; using different artificial intelligence models for training, and acquiring corresponding automobile safety early warning results; and fitting the two automobile safety early warning results to obtain a final overload safety early warning result so that automobile safety early warning efficiency and accuracy are greatly improved. Besides, the overload safety early warning results of other automobiles of the same model are predicted by detecting the driving track data of an overloadedautomobile so that an overload detection device does not need to be installed for each automobile for overload detection, and research, development, installation and maintenance cost of detection equipment is greatly reduced; and finally, various automobile body sensors of the new energy automobile are fully utilized to acquire automobile data for automobile safety early warning.

    本发明提供一种基于人工智能的新能源汽车安全预警方法与系统,其采集了包括历史行驶数据和历史维修数据在内的多种不同类型的涉及到汽车安全行驶的数据,并分别采用不同的人工智能模型进行训练,得到对应的汽车安全预警结果,并拟合两种汽车安全预警结果得到最终的超载安全预警结果,从而大大提高了汽车的安全预警的效率和准确性;此外,通过检测超载汽车的行驶轨迹数据预测同型号的其他汽车的超载安全预警结果,从而无需为每个汽车安装超载检测装置来进行超载检测,从而大大降低了检测设备的研发、安装和维护成本;最后,本发明充分利用了新能源汽车的各种车身传感器来获取车辆数据,以用于汽车安全预警。


    Access

    Download


    Export, share and cite



    Title :

    New energy automobile safety early warning method and system based on artificial intelligence


    Additional title:

    一种基于人工智能的新能源汽车安全预警方法及系统


    Contributors:
    WANG YAPENG (author)

    Publication date :

    2020-10-13


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60Q ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL , Anordnung von Signal- oder Beleuchtungsvorrichtungen, deren Einbau oder Halterung oder deren Schaltkreise bei Fahrzeugen allgemein / B60K Anordnung oder Einbau von Antriebseinheiten oder von Kraft- bzw. Drehmomentübertragungen in Fahrzeugen , ARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES




    Safety early warning device based on artificial intelligence

    YANG ZEMIN / SHEN CHAO / MENG QINGHUI et al. | European Patent Office | 2023

    Free access

    Safety early warning system for new energy automobile

    LIN RONGRONG | European Patent Office | 2024

    Free access

    Safety early warning device and system based on artificial intelligence

    YAN JUN / MENG XIANGLEI / HOU YING et al. | European Patent Office | 2024

    Free access