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ANOMALY DETECTION AND DIAGNOSTIC METHOD, ANOMALY DETECTION AND DIAGNOSTIC SYSTEM, AND ANOMALY DETECTION AND DIAGNOSTIC PROGRAM

机译:异常检测和诊断方法,异常检测和诊断系统以及异常检测和诊断程序

摘要

Provided is an anomaly detection method and system capable of constructing determination condition rules of anomaly detection from case-based anomaly detection by way of multivariate analysis of a multi-dimensional sensor signal, applying the rules to design-based anomaly detection of individual sensor signals, and also appropriately executing setting and control of threshold values for highly sensitive, early, and clearly visible detection of anomalies. Anomaly detection on the basis of a case base by way of multivariate analysis controls design-based anomaly detection. That is to say, (1) anomaly detection on the basis of a case base performs selection of sensor signals and anomaly detection according to various types of anomalies. Specifically, anomaly detection (characteristic conversion), evaluation of level of effect of each signal, construction of determination conditions (rules), and display and selection of sensor signals corresponding to the anomaly are performed. (2) Design-based anomaly detection for individual sensor signals performs anomaly detection after the above have been performed. Specifically, setting and control of thresholds, display of thresholds, and anomaly detection and display are performed.
机译:提供了一种异常检测方法和系统,该方法和系统能够通过对多维传感器信号进行多变量分析,从基于案例的异常检测中构造异常检测的确定条件规则,将该规则应用于各个传感器信号的基于设计的异常检测,并适当地执行阈值的设置和控制,以对异常进行高度灵敏,早期和清晰可见的检测。基于案例的异常检测通过多变量分析控制基于设计的异常检测。也就是说,(1)基于案例的异常检测根据各种异常进行传感器信号的选择和异常检测。具体地,执行异常检测(特征转换),每个信号的效果水平的评估,确定条件(规则)的构建以及与异常相对应的传感器信号的显示和选择。 (2)在完成上述操作之后,针对各个传感器信号的基于设计的异常检测将执行异常检测。具体地,执行阈值的设置和控制,阈值的显示以及异常检测和显示。

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