A train control system may include a data acquisition hub connected to a database and sensors associated with one or more locomotives, systems, or components of a train and configured to acquire data in association with inputs derived from contextual data relating to a plurality of trains being operated by experienced train engineers under a variety of different conditions and in different geographical areas for use as training data. A machine learning engine of the train control system may receive the training data from the data acquisition hub, encode a modified learning function as a statistical model of desirable train handling behavior, evaluate train handling behavior by comparing to the statistical model, and update a certification of one or more of a train engineer, a semi-autonomous control system, or a fully autonomous control system.


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    Titel :

    MACHINE LEARNING BASED TRAIN HANDLING EVALUATION


    Beteiligte:
    HOWARD BRADLEY (Autor:in) / BRAND JOHN (Autor:in)

    Erscheinungsdatum :

    15.04.2021


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC / G05B Steuer- oder Regelsysteme allgemein , CONTROL OR REGULATING SYSTEMS IN GENERAL / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    Machine learning based train handling evaluation

    HOWARD BRADLEY / BRAND JOHN | Europäisches Patentamt | 2022

    Freier Zugriff

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    Wood, G.H. | Engineering Index Backfile | 1917


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    Train handling

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    MACHINE LEARNING BASED TRAIN CONTROL

    HOWARD BRADLEY / BRAND JOHN | Europäisches Patentamt | 2021

    Freier Zugriff