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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    Titel :

    PREDICTIVE MAINTENANCE OF AUTOMOTIVE POWERTRAIN


    Beteiligte:

    Erscheinungsdatum :

    2021-02-18


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte / 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



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    BIELBY ROBERT RICHARD NOEL / KALE POORNA | Europäisches Patentamt | 2021

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    AUTOMOTIVE PREDICTIVE MAINTENANCE

    BIELBY ROBERT RICHARD NOEL / KALE POORNA | Europäisches Patentamt | 2021

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    Automotive powertrain unit

    KOGUCHI TOMOHIRO / FUJIHIRA SHINJI / NISHIDA RYOTARO et al. | Europäisches Patentamt | 2020

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    Worldwide automotive powertrain directions

    Ronzi,R.C. / Rahnke,C.J. / Ford Motor,US | Kraftfahrwesen | 1981


    Worldwide Automotive Powertrain Directions

    Rahnke, C. J. / Ronzi, R. C. | SAE Technical Papers | 1981