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    Detecting fault states of an aircraft
    1.
    发明授权
    Detecting fault states of an aircraft 有权

    公开(公告)号：US11598880B2

    公开(公告)日：2023-03-07

    申请号：US16151499

    申请日：2018-10-04

    申请人： The Boeing Company

    发明人： Tsai-Ching Lu ,  Charles E. Martin ,  Stephen C. Slaughter ,  Richard Patrick

    IPC分类号： G01S19/20 ,  G05B23/02 ,  B64D45/00

    摘要： An apparatus for detecting a fault state of an aircraft is provided. The apparatus accesses a training set of flight data for the aircraft. The training set includes observations of the flight data, each observation of the flight data includes measurements of properties selected and transformed into a set of features. The apparatus builds a generative adversarial network including a generative model and a discriminative model using the training set and the set of features, and builds an anomaly detection model to predict the fault state of the aircraft. The anomaly detection model is trained using the training set of flight data, simulated flight data generated by the generative model, and a subset of features from the set of features. The apparatus deploys the anomaly detection model to predict the fault state of the aircraft using additional observations of the flight data.

    System and method for detecting vehicle system faults
    4.
    发明授权
    System and method for detecting vehicle system faults 有权
    车辆系统故障检测系统及方法

    公开(公告)号：US09558601B2

    公开(公告)日：2017-01-31

    申请号：US14695081

    申请日：2015-04-24

    申请人： THE BOEING COMPANY

    发明人： Tsai-Ching Lu ,  Charles E. Martin ,  Alice A. Murphy ,  Stephen C. Slaughter ,  Christopher R. Wezdenko

    IPC分类号： G07C5/08 ,  G07C5/02

    CPC分类号： G07C5/0808 ,  B64D45/00 ,  B64F5/60 ,  F02D41/222 ,  F02D2041/1432 ,  F02D2041/288 ,  G07C5/02 ,  G07C5/085 ,  Y02T10/40

    摘要： A method for detecting vehicle system faults includes receiving, with a processor, a plurality of sensor signals from one or more sensors; thresholding, with the processor, the plurality of sensor signals for each respective sensor substantially in real time; and generating, with the processor, abnormal derivative frequency values for each of the plurality of thresholded sensor signals in real time and determining an operational status of at least each of the one or more sensors based on the abnormal derivative frequency values.

    摘要翻译： 用于检测车辆系统故障的方法包括：利用处理器接收来自一个或多个传感器的多个传感器信号; 基本上实时地对处理器阈值化每个相应传感器的多个传感器信号; 以及与所述处理器实时地生成所述多个阈值传感器信号中的每一个的异常导数频率值，并且基于所述异常导数频率值来确定所述一个或多个传感器中的至少每一个的操作状态。