The invention discloses a tire wear prediction method which is characterized by comprising the following steps: acquiring target tire wear information; obtaining a target tire wear feature vector corresponding to the target tire wear information based on L1 regularization; and inputting the target tire wear feature vector into a tire wear prediction model which is a random forest model to obtain a target tire wear prediction result. The problem that the tire loss cannot be accurately predicted in the prior art is solved, the situation of excessive wear or aging of the tire is found in time, a driver is reminded to maintain and replace the tire, and therefore the driving safety is improved.

    本申请公开了一种轮胎磨损预测方法,其特征在于,获取目标轮胎磨损信息;基于L1正则化获取所述目标轮胎磨损信息对应的目标轮胎磨损特征向量;将所述目标轮胎磨损特征向量输入轮胎磨损预测模型,所述轮胎磨损预测模型为随机森林模型,得到目标轮胎磨损预测结果。解决现有技术中无法准确预测轮胎的损耗的问题,及时发现轮胎磨损过度或老化的情况,提醒驾驶者进行维护和更换,从而提高行车的安全性。


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    Title :

    Tire wear prediction method and device, electronic equipment and storage medium


    Additional title:

    一种轮胎磨损预测方法、装置、电子设备及存储介质


    Contributors:
    DAI YAO (author) / LI QINGGU (author) / BAI JINPENG (author)

    Publication date :

    2024-05-07


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60C VEHICLE TYRES , Fahrzeugreifen



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