The application relates to methods and systems for performing aircraft maintenance. 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 methodcomprises 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, aninstruction to perform maintenance on one or more of the plurality of portions of the aircraft or another aircraft.

    本申请涉及用于确定是否执行飞机维护的方法和系统。在一个示例中,描述了一种用于确定是否执行飞机维护的方法。该方法包括选择与飞机类型相关联的传感器和/或参数的分组。该方法包括接收与传感器和/或参数的每个分组相对应的特征数据。该方法包括从特征数据中确定预定操作指标的值。该方法包括将值与对应于飞机的至少一其他飞行的预定操作指标的值进行比较。该方法包括基于比较预定操作指标的值来确定附加操作指标的值。该方法包括至少使用用于附加操作指标的值来训练机器学习模型。该方法包括基于机器学习模型的输出提供指令,以对飞机或另一飞机的多个部分中的一者或多者执行维护。


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    Titel :

    Methods and systems for performing aircraft maintenance


    Weitere Titelangaben:

    用于确定是否执行飞机维护的方法和系统


    Beteiligte:
    HANOV NILE (Autor:in) / ETHINGTON JAMES M (Autor:in) / KELLER JASON M (Autor:in)

    Erscheinungsdatum :

    2020-07-03


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    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 / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES



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