Systems, methods and apparatus of predictive maintenance of automotive powertrain. For example, a vehicle has: a powertrain; sensors configured on the powertrain to measure operating parameters of the powertrain; an artificial neural network configured to analyze the operating parameters of the powertrain as a function of time to generate a result; and at least one processor configured to generate a suggestion for a maintenance service of the powertrain based on the result from the artificial neural network analyzing the operating parameters of the powertrain. For example, the sensors can measure a force or torque transmitted through the powertrain, a deformation caused by the force or torque, and/or an acceleration or temperature of a portion of the powertrain, etc.


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    Title :

    PREDICTIVE MAINTENANCE OF AUTOMOTIVE POWERTRAIN


    Contributors:

    Publication date :

    2021-02-18


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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 / G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte



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