A method for estimating a condition of a tire supporting a vehicle and being mounted on a wheel, the wheel being rotatably mounted on an axle, is disclosed. The method comprises: mounting a sensor on at least one of the tire, the wheel, the axle, and a component of the brake system; measuring vibrational data with the sensor; transmitting the data from the sensor to a processor; processing the data in the processor; normalizing the processed data; inputting at least one of the normalized data and pre-processed data into a machine learning model; and generating a condition estimation for the tire, 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.

    提供了用于评估轮胎的状况的方法。该轮胎支撑车辆并安装在车轮上。车轮可旋转地安装在轴上。传感器安装在轮胎、车轮、轴和制动系统的部件中的至少一个上。通过传感器测量振动数据。将数据从传感器传输到处理器,并且处理数据。归一化处理的数据,并且将归一化的数据和预处理的数据中的至少一个输入到机器学习模型中。生成轮胎的状况评估,该状况评估包括轮胎的胎面深度、轮胎的压力和双轮胎不匹配中的至少一个。


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    Title :

    METHOD OF ESTIMATING TIRE CONDITIONS


    Additional title:

    评估轮胎状况的方法



    Publication date :

    2021-06-18


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60B VEHICLE WHEELS , Räder für Fahrzeuge / B60C VEHICLE TYRES , Fahrzeugreifen / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES



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