A method for estimating a condition of a tire (12) supporting a vehicle (14) and being mounted on a wheel (32), the wheel (32) being rotatably mounted on an axle (18), is disclosed. The method comprises the steps of: mounting a sensor (38) on at least one of the tire (12), the wheel (32), the axle (18), and a component of the brake system; measuring vibrational data (60) with the sensor (38); transmitting the data from the sensor (38) to a processor (42); processing the data in the processor (42); normalizing the processed data; inputting at least one of the normalized data and pre-processed data into a machine learning model (80); and generating a condition estimation for the tire (12), wherein the condition estimation includes at least one of a tread depth of the tire, a pressure of the tire, and a dual tire mismatch.


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    Title :

    METHOD OF ESTIMATING TIRE CONDITIONS


    Additional title:

    VERFAHREN ZUR FESTSELLUNG VON REIFENZUSTÄNDEN
    MÉTHODE DE DÉTERMINATION DE CONDITIONS D'UN PNEUMATIQUE



    Publication date :

    2023-10-04


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    B60C VEHICLE TYRES , Fahrzeugreifen



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