Embodiments of the present disclosure are directed to a computing device comprising processors configured to receive training data comprising elevator data associated with a plurality of elevator assemblies indicating a series of actions performed by an elevator car, receive alert data associated with the elevator assemblies indicating alerts generated by sensors, determine health scores for the elevator assemblies based on the alert data, label the training data based on the health scores to generate first labeled training data, train a first machine learning model, using the first labeled training data and supervised learning techniques, to predict a health score for an elevator based on input elevator data, receive first elevator data associated with a first elevator, input the first elevator data into the trained first machine learning model, and determine a health score associated with the first elevator based on an output of the first machine learning model.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    PREDICTIVE MAINTENANCE ADVISORY FOR ELEVATORS


    Weitere Titelangaben:

    PRÄDIKTIVE WARTUNGSANWEISUNG FÜR AUFZÜGE
    CONSULTATION DE MAINTENANCE PRÉDICTIVE POUR ASCENSEURS


    Beteiligte:
    JUNG CHRISTIAN (Autor:in)

    Erscheinungsdatum :

    13.08.2025


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B66B Aufzüge , ELEVATORS



    PREDICTIVE MAINTENANCE ADVISORY FOR ELEVATORS

    JUNG CHRISTIAN | Europäisches Patentamt | 2024

    Freier Zugriff

    MOVEABLE MAINTENANCE ASSEMBLIES FOR ELEVATORS

    XIONG BI | Europäisches Patentamt | 2018

    Freier Zugriff

    MOVEABLE MAINTENANCE ASSEMBLIES FOR ELEVATORS

    BI XIONG | Europäisches Patentamt | 2021

    Freier Zugriff

    MAINTENANCE ACCESS SYSTEM FOR ELEVATORS

    FAUCONNET AURELIEN / BEAUCHAUD FREDERIC / BADAOUI AMINE | Europäisches Patentamt | 2022

    Freier Zugriff

    MOVEABLE MAINTENANCE ASSEMBLIES FOR ELEVATORS

    BI XIONG | Europäisches Patentamt | 2018

    Freier Zugriff