In an example, a method for determining whether to perform aircraft maintenance is described. The method comprises selecting groupings of sensors and/or parameters associated with an aircraft type. The method comprises receiving feature data that corresponds to each grouping of sensors and/or parameters. The method comprises determining, from the feature data, values for predetermined operational metrics. The method comprises comparing the values to values for predetermined operational metrics that correspond to at least one other flight of the aircraft. The method comprises determining, based on comparing the values for the predetermined operational metrics, values of additional operational metrics. The method comprises training a machine learning model using at least the values for the additional operational metrics. The method comprises providing, based on an output of the machine learning model, an instruction to perform maintenance on one or more of the plurality of portions of the aircraft or another aircraft.


    Access

    Download


    Export, share and cite



    Title :

    Methods and Systems for Performing Aircraft Maintenance


    Contributors:

    Publication date :

    2020-06-11


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    B64F GROUND OR AIRCRAFT-CARRIER-DECK INSTALLATIONS SPECIALLY ADAPTED FOR USE IN CONNECTION WITH AIRCRAFT , Boden- oder Flugzeugträgerdeckeinrichtungen besonders ausgebildet für die Verwendung in Verbindung mit Luftfahrzeugen / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte



    METHODS AND SYSTEMS FOR PERFORMING AIRCRAFT MAINTENANCE

    HANOV NILE / ETHINGTON JAMES M / KELLER JASON M | European Patent Office | 2021

    Free access

    METHODS AND SYSTEMS FOR PERFORMING AIRCRAFT MAINTENANCE

    NILE HANOV / JAMES M ETHINGTON / JASON M KELLER | European Patent Office | 2020

    Free access

    Methods and systems for performing aircraft maintenance

    HANOV NILE / ETHINGTON JAMES M / KELLER JASON M | European Patent Office | 2022

    Free access

    Methods and systems for performing maintenance on an aircraft

    GLATFELTER JOHN W / LAUGHLIN BRIAN D / KELSEY WILLIAM D | European Patent Office | 2022

    Free access

    Methods and Systems for Performing Maintenance on an Aircraft

    GLATFELTER JOHN W / LAUGHLIN BRIAN D / KELSEY WILLIAM D | European Patent Office | 2020

    Free access