Systems, methods and apparatus of predictive maintenance of automotive tires. For example, a vehicle has: a tire and wheel assembly; one or more sensors configured on the tire and wheel assembly to measure operating parameters of the tire and wheel assembly; an artificial neural network configured to analyze the operating parameters of the tire and wheel assembly as a function of time to generatea result; and at least one processor configured to generate a suggestion for a maintenance service of the tire and wheel assembly based on the result from the artificial neural network analyzing the operating parameters of the tire and wheel assembly. For example, the sensors can be configured to measure a pressure of air in the tire, a temperature of the air in the tire, a speed of spinning of the wheel, a traction force or torque applied by the wheel on an axle of the vehicle, and/or vibration of the wheel.

    本发明提供汽车轮胎的预测性维护的系统、方法和设备。举例来说,车辆具有:轮胎和车轮组合件;一或多个传感器,其配置于所述轮胎和车轮组合件上以测量所述轮胎和车轮组合件的操作参数;人工神经网络,其被配置成分析所述轮胎和车轮组合件的随时间变化的所述操作参数以产生结果;和至少一个处理器,其被配置成基于从所述人工神经网络分析所述轮胎和车轮组合件的所述操作参数产生的所述结果,产生对所述轮胎和车轮组合件的维护服务的建议。举例来说,所述传感器可被配置成测量所述轮胎中的空气压力、所述轮胎中的空气温度、所述车轮的自转速度、通过所述车轮施加于所述车辆的轮轴上的牵引力或转矩、或所述车轮的振动。


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    Titel :

    PREDICTIVE MAINTENANCE OF AUTOMOTIVE TIRES


    Weitere Titelangaben:

    汽车轮胎的预测性维护


    Beteiligte:

    Erscheinungsdatum :

    2021-02-23


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60C VEHICLE TYRES , Fahrzeugreifen / B60S SERVICING, CLEANING, REPAIRING, SUPPORTING, LIFTING, OR MANOEUVRING OF VEHICLES, NOT OTHERWISE PROVIDED FOR , Warten, Reinigen, Instandsetzen, Unterstützen, Anheben oder Rangieren von Fahrzeugen, soweit nicht anderweitig vorgesehen / G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte



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