There is disclosed a method for handling aircraft data, comprising the steps of receiving an input aircraft model and/or operational data; comparing said model and/or data with reference data previously obtained by machine learning performed on large collections of data of recorded flights, wherein said reference data defines safe boundaries for one or more aircraft models and/or operations data. Developments describe "big data" aspects, comprising aircraft or flight data of a plurality of airlines about a plurality of aircraft, engines, flight contexts, aircraft configurations and meteorological data ; the handling of calculations about performances, weight and balance, fuel, crew duty times; etc., the use of machine deep learning (unsupervised pre-training); comparisons against a superset of data generated out from the collected large collections of data, with or without human intervention; automated validation tests of aircraft models and associated data. Hardware and software aspects are described.


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    Title :

    MACHINE LEARNING ON BIG DATA IN AVIONICS


    Additional title:

    MASCHINELLES LERNEN MIT GROSSEN DATENMENGEN IN DER AVIONIK
    APPRENTISSAGE MACHINE SUR DES DONNÉES DE GRANDE TAILLE EN AVIONIQUE


    Contributors:

    Publication date :

    2020-04-15


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / B64D Ausrüstung für Flugzeuge , EQUIPMENT FOR FITTING IN OR TO AIRCRAFT / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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