The embodiment of the invention discloses a vehicle tire pressure prediction method and device, equipment and a storage medium, and the method comprises the steps: obtaining target driving attribute data of a target vehicle; wherein the target driving attribute data comprises at least one of a vehicle wheel speed, a vehicle yaw angle, a vehicle wheel speed and a tire temperature; inputting the target driving attribute data into a pre-trained target tire pressure prediction model to obtain target tire pressure prediction data corresponding to the target driving attribute data; wherein the target tire pressure prediction model is a model obtained based on reinforcement learning training. According to the technical scheme, the problems that in an existing tire pressure prediction technology, the analyzed vehicle attribute signals are one-sided, and the accuracy of vehicle tire pressure prediction is insufficient are solved, the vehicle attribute signals corresponding to tire pressure prediction can be expanded, the vehicle tire pressure is predicted through multi-angle analysis, and the accuracy of vehicle tire pressure prediction is improved.

    本发明实施例公开了一种车辆胎压预测方法、装置、设备和存储介质,其中,方法包括:获取目标车辆的目标行驶属性数据;其中,所述目标行驶属性数据包括:车辆轮速、车辆偏航角、车辆轮速和轮胎温度中的至少一种;将所述目标行驶属性数据输入至经过预先训练的目标胎压预测模型中,得到所述目标行驶属性数据对应的目标胎压预测数据;其中,所述目标胎压预测模型是基于强化学习训练得到的模型。本发明实施例的技术方案解决了现有胎压预测技术中,所分析的车辆属性信号较为片面,出现车辆胎压预测准确性不足的问题,可以拓展进行胎压预测对应的车辆属性信号,从多角度分析来对车辆胎压进行预测,提高车辆胎压预测准确性。


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    Title :

    Vehicle tire pressure prediction method, device and equipment and storage medium


    Additional title:

    一种车辆胎压预测方法、装置、设备和存储介质


    Contributors:

    Publication date :

    2024-01-02


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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