Systems, methods and apparatuses of predictive maintenance of drive by wire systems of vehicles. For example, a data storage device is configured in a vehicle to receive and store sensor data from at least one drive by wire system of the vehicle. During a period in which the vehicle is assumed to be operating normally, the sensor data stored in the data storage device is used to train an artificial neural network to recognize the normal patterns in the sensor data. Subsequently, using the trained artificial neural network, the data storage device determines whether operations of the at least one drive by wire system are abnormal based on the sensor data. A maintenance alert can be generated for the vehicle in response to a determination that the operations of the at least one drive by wire system are abnormal according to the artificial neural network.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    MONITORING OF DRIVE BY WIRE SENSORS IN VEHICLES


    Beteiligte:

    Erscheinungsdatum :

    2021-08-19


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    Monitoring of drive by wire sensors in vehicles

    BIELBY ROBERT RICHARD NOEL / KALE POORNA | Europäisches Patentamt | 2022

    Freier Zugriff

    Towards functional safety in drive-by-wire vehicles

    Bergmiller, Peter Johannes | SLUB | 2015


    Towards functional safety in drive-by-wire vehicles

    Bergmiller, Peter Johannes | TIBKAT | 2015


    Human-Friendly Control Design for Drive-By-Wire Steering Vehicles

    Canudas-De-Wit, C. / Billot, P. | British Library Conference Proceedings | 2001


    A Step Towards Functional Safety in Drive-by-Wire Vehicles

    Bergmiller, Peter Johannes | Springer Verlag | 2015