The present disclosure is directed to systems and methods for wear prediction of an undercarriage of a target machine. The method includes (1) receiving wear measurements from a plurality of source machines, and the wear measurements are associated with a first set of components of undercarriages of the plurality of source machines; (2) establishing a statistical model based on the received wear measurements and physic-based features derived from the wear measurements; (3) determining coefficients for the statistical model at least partially based on inspection data of a second set of components of the undercarriage of the target machine; and (4) predicting a wear condition of the undercarriage of the target machine by the statistical model and the coefficients.


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    Titel :

    SYSTEMS AND METHODS FOR UNDERCARRIAGE WEAR PREDICTION


    Beteiligte:
    MHADBI NABIL (Autor:in) / YALAMANCHILI VIJAY KRISHNA (Autor:in) / EGAWA KO (Autor:in) / SUMIYOSHI TETSUYA (Autor:in) / NAITO TAKAYUKI (Autor:in)

    Erscheinungsdatum :

    04.05.2023


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / E02F Baggern , DREDGING / G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte / B62D MOTOR VEHICLES , Motorfahrzeuge




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