The invention discloses an automobile mileage prediction method, apparatus and device, and a storage medium, relates to the technical field of big data analysis and application, and can solve the problems of low precision and low efficiency due to the fact that automobile mileage prediction mainly depends on artificial experience in the prior art. According to the specific technical scheme, firstly, a first target training set is obtained, wherein the first target training set comprises actual mileage data, historical mileage data and corresponding time information of at least one vehicle; then, according to the historical mileage data of the at least one vehicle and the corresponding time information, a training feature value set is extracted, a second target training set is obtained, and the training feature value set comprises a mileage feature value and a time feature value of the at least one vehicle; the second target training set comprises actual mileage data of at least one vehicle and a corresponding training feature value set; and finally, performing supervised learning training on the second target training set to obtain an automobile mileage prediction model. The method is used for automobile mileage prediction.

    本发明公开了一种汽车里程预测方法、装置、设备及存储介质,涉及大数据分析及应用技术领域,能够解决现有技术中汽车里程预测主要依赖人工经验而存在的精度不高、效率较低的问题。具体技术方案为:首先获取第一目标训练集,第一目标训练集包括至少一个车辆的实际里程数据、历史里程数据和对应的时间信息;然后根据至少一个车辆的历史里程数据和对应的时间信息提取训练特征值集合,获得第二目标训练集,训练特征值集合包括至少一个车辆的里程特征值以及时间特征值,第二目标训练集包括至少一个车辆的实际里程数据以及对应的训练特征值集合;最后将第二目标训练集进行监督学习训练,获得汽车里程预测模型。本发明用于汽车里程预测。


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    Title :

    Automobile mileage prediction method, device and equipment and storage medium


    Additional title:

    一种汽车里程预测方法、装置、设备及存储介质


    Contributors:
    XIE PENG (author)

    Publication date :

    2024-03-29


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen



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