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SYSTEM AND METHOD OF GENERATING DATA FOR MONITORING OF A CYBER-PHYSICAL SYSTEM FOR EARLY DETERMINATION OF ANOMALIES

机译:生成用于早期确定异常的网络物理系统的监测数据的系统和方法

摘要

The present disclosure provides systems and methods of early determination of anomalies using a graphical user interface. In one aspect such a method comprises: receiving information about one or more features of a cyber-physical system, receiving information about a period of time for monitoring the one or more features, generating a forecast of values of the one or more features of the cyber-physical system over the period of time based on a forecasting model for graphing in a graphical user interface, determining a total error of the forecast for all of the one or more features and determining an error for each of the one or more features over the period of time, determining that the error for one feature of the one or more features is greater than a predetermined threshold and identifying the one feature as a source of an anomaly in the cyber-physical system.
机译:本公开提供了使用图形用户界面及早确定异常的系统和方法。在一方面,这种方法包括:接收关于网络物理系统的一个或多个特征的信息;接收关于用于监视一个或多个特征的时间段的信息;生成对一个或多个特征的值的预测。基于预测模型的一段时间内的网络物理系统,该预测模型用于在图形用户界面中绘制图形,确定一个或多个特征中所有特征的预测总误差,并确定一个或多个特征中每个特征的误差在该时间段内,确定一个或多个特征中的一个特征的误差大于预定阈值,并将该一个特征标识为电子物理系统中异常的来源。

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