The invention provides a vehicle remaining mileage prediction method, device and equipment and a storage medium, and the method comprises the steps: obtaining initial data and a vehicle remaining energy value of a target vehicle, carrying out the standardization processing of the initial data, so as to obtain standardized data for constructing a data model, classifying the user driving behaviors according to the standard user behavior data and the standard user setting data to obtain a plurality of driving behavior modes, respectively constructing a speed mapping relation between the vehicle driving data and the vehicle energy consumption and a temperature and humidity mapping relation between the environment data and the vehicle energy consumption based on the driving behavior mode, the standard vehicle driving data and the standard environment data; determining the remaining mileage of the target vehicle according to the vehicle remaining energy value; the energy consumption rate of the vehicle is calculated through the vehicle driving data, the driving behavior mode and the environmental parameters, so that the remaining mileage of the vehicle is predicted, and the accuracy of predicting the remaining mileage of the vehicle is effectively improved.

    本发明提供一种车辆剩余里程预测方法、装置、设备及存储介质,该方法包括,获取目标车辆的初始数据和车辆剩余能量值,对初始数据进行标准化处理,以得到用于构建数据模型的标准化数据,根据标准用户行为数据和标准用户设置数据对用户驾驶行为进行分类,得到多个驾驶行为模式,基于驾驶行为模式和标准车辆驾驶数据以及标准环境数据分别构建车辆驾驶数据与车辆能量消耗的速度映射关系和环境数据与车辆能量消耗的温湿度映射关系,基于速度映射关系、温湿度映射关系,以及车辆剩余能量值确定目标车辆的剩余里程数;通过车辆驾驶数据、驾驶行为模式以及环境参数计算车辆的能耗率,以此对车辆的剩余里程进行预测,有效提升了车辆剩余里程预测的准确性。


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    Title :

    Vehicle remaining mileage prediction method, device and equipment and storage medium


    Additional title:

    一种车辆剩余里程预测方法、装置、设备及存储介质


    Contributors:
    WU JU (author) / LI XIAOGUANG (author) / DIAO GUANTONG (author) / ZHAI JUN (author) / SU LINKE (author)

    Publication date :

    2023-08-08


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen



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