A method for predictive maintenance of a component of a vehicle includes collection of first operational data, from a telematics device of the vehicle, for a set of parameters associated with the component. From the first operation data, a first dataset is selected based on an engine status of an engine of the vehicle. The first dataset is processed to obtain a plurality of feature values and the plurality of feature values are segregated into a plurality of clusters. A classifier is trained based on the plurality of clusters to determine the health status of the component. Real-time or near real-time operational data for the set of parameters is received, from the telematics device of the vehicle. The received operational data is used as an input to the trained classifier and the health status of the component is determined based on an output of the trained classifier.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    PRedictive maintenance of vehicle components


    Erscheinungsdatum :

    10.05.2023


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    PREDICTIVE MAINTENANCE OF VEHICLE COMPONENTS

    MAHIPAL PUNIT / HINDUJA HITESH / VORUGANTI VAMSEE KRISHNA et al. | Europäisches Patentamt | 2022

    Freier Zugriff

    Predictive maintenance of vehicle components

    MAHIPAL PUNIT / HINDUJA HITESH / VORUGANTI VAMSEE KRISHNA et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    METHODS AND DEVICES FOR PREDICTIVE MAINTENANCE OF ROAD VEHICLE COMPONENTS

    MARTINEAU DOMINIQUE / AROCENA JEAN-PIERRE / MANNS OLIVIER et al. | Europäisches Patentamt | 2022

    Freier Zugriff