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X-ray tube predictive fault indicator sensing device, X-ray tube predictive fault indicator sensing method, and X-ray imaging device

机译:X射线管预测故障指示器感测装置,X射线管预测故障指示器感测方法和X射线成像装置

摘要

A learning unit in learning mode generates a cluster from a cluster analysis of data formed from frequency constituent data and state data, obtained from a sensor unit. An abnormality calculation unit computes, as abnormalities, the minimum values among distances to surfaces of the clusters of the data formed from the frequency constituent data and the state data, obtained when in predictive fault indicator sensing mode. A predictive fault indicator determination unit determines a predictive fault indicator of an X-ray tube by comparing the abnormalities with a predetermined threshold.
机译:学习模式中的学习单元根据对从传感器单元获得的频率成分数据和状态数据形成的数据进行聚类分析,生成聚类。异常计算单元计算在预测故障指示器检测模式下获得的,由频率成分数据和状态数据形成的数据的簇的表面的距离中的最小值作为异常。预测故障指示器确定单元通过将异常与预定阈值进行比较来确定X射线管的预测故障指示器。

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