Disclosed are systems and methods for detecting motor faults and predicting remaining useful life of the motor. The disclosed systems may receive sensor data that is provided to a model. The model is trained by utilizing sensor data for motor operation. The model utilizes the sensor data to output a health index of the motor. The health index is then utilized to predict a remaining useful life of the motor. This prediction can be automatically relayed to an operator, system, or other user for further action.


    Access

    Download


    Export, share and cite



    Title :

    MOTOR FAULT DETECTION AND REMAINING USEFUL LIFE PREDICTION



    Publication date :

    2025-06-19


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G01R Messen elektrischer Größen , MEASURING ELECTRIC VARIABLES / B64D Ausrüstung für Flugzeuge , EQUIPMENT FOR FITTING IN OR TO AIRCRAFT




    Prediction of Mining Railcar Remaining Useful Life

    Rahimdel, Mohammad Javad / Ghodrati, Behzad / Vahed, Amir Taghizadeh | Springer Verlag | 2019


    Prediction of Remaining Useful Life for Aero-Engines

    B, Rounak / J, Manikandan | IEEE | 2021



    Motor remaining useful life prediction system of unmanned aerial vehicle and method thereof

    CHOI JOO HO / LEE DONG WOO / PARK HYUNG JUN | European Patent Office | 2024

    Free access