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Anomaly detection method and abnormality detection device of railway track

机译:铁路轨道的异常检测方法及异常检测装置

摘要

PROBLEM TO BE SOLVED: To detect the abnormality of a track in real time by a simple opera tion. SOLUTION: In an abnormality detection device, by using a neural network 41 from which degree of certainty data on predetermined track abnormality are output when a required number of feature data are input thereto, vibration data from a vibration sensor 11 are separated for the respective vibration data containing components related to specified track abnormalities by a separation means 20. The separated vibration data are statistically processed by a statistical processing means 30 so as to obtain feature data, the feature data are input to the neural network 41 so as to compute the degree of certainty data, and the existence of the track abnormalities are detected, by the degree of certainty data.
机译:解决的问题:通过简单的操作实时检测轨道的异常情况。解决方案:在异常检测设备中,通过使用神经网络41,当将所需数量的特征数据输入到神经网络41时,就可以输出预定轨迹异常的确定性数据,从而针对各个振动分离了来自振动传感器11的振动数据通过分离装置20包含与指定的轨道异常有关的成分的数据。通过统计处理装置30对分离的振动数据进行统计处理以获得特征数据,将该特征数据输入到神经网络41以计算度数。确定性数据的确定,并且通过确定性数据来检测轨道异常的存在。

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