The invention relates to a pure power endurance mileage prediction method and device, electronic equipment and a vehicle, and relates to the technical field of data processing.The method comprises the steps that driving data, vehicle data and driving environment information of a to-be-predicted vehicle are obtained; extracting feature data from the driving data, the vehicle data and the driving environment information, and inputting the feature data into a preset machine learning model for calculation, so as to obtain a pure electric remaining mileage value corresponding to the same vehicle type as the to-be-predicted vehicle according to the feature data; wherein the characteristic data is used for representing the vehicle battery state and the vehicle power performance; and determining the pure electric remaining mileage value output by the preset machine learning model as the pure electric endurance mileage prediction value of the to-be-predicted vehicle. By applying the technical scheme of the invention, the prediction precision of the pure power endurance mileage of the new energy automobile can be improved, the credibility of the user for the prediction result is improved, the mileage anxiety is reduced, and the driving experience of the user can be improved.

    本申请涉及一种纯电续航里程的预测方法、装置、电子设备及车辆,涉及数据处理技术领域,其中方法包括:获取待预测车辆的行驶数据、车辆数据和行驶环境信息;从行驶数据、车辆数据和行驶环境信息中,提取特征数据输入到预设机器学习模型中进行计算,以根据特征数据获取与待预测车辆相同车型对应的纯电剩余里程值;其中,特征数据用于表征车辆电池状态和车辆动力性能;将预设机器学习模型输出的纯电剩余里程值,确定为待预测车辆的纯电续航里程预测值。通过应用本申请的技术方案,可提高新能源汽车的纯电续航里程的预测精度,提升用户对于该预测结果的信任度,减少引发里程焦虑,可提升用户的驾驶体验。


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Pure power endurance mileage prediction method and device, electronic equipment and vehicle


    Weitere Titelangaben:

    纯电续航里程的预测方法、装置、电子设备及车辆


    Beteiligte:
    YANG JING (Autor:in) / QIU BIN (Autor:in) / FANG SHAOWEI (Autor:in) / MENG YUE (Autor:in) / NING YUNPENG (Autor:in)

    Erscheinungsdatum :

    2024-01-16


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

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



    Endurance mileage prediction method, device, equipment, medium and vehicle

    YANG JING / QIU BIN / FANG SHAOWEI et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    Vehicle endurance mileage prediction method and device

    YANG JING / FANG SHAOWEI / QIU BIN et al. | Europäisches Patentamt | 2023

    Freier Zugriff


    Endurance mileage estimation method for pure electric vehicle

    ZHANG JIANLEI / WANG YUAN / ZHAO JINYUE et al. | Europäisches Patentamt | 2020

    Freier Zugriff

    Vehicle endurance mileage prediction method, device, equipment and operation machine

    GE YUZHEN / FAN MINGAN / YU SONGLIN | Europäisches Patentamt | 2023

    Freier Zugriff