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    • 7. 发明申请
    • VIBRATION ANALYSIS SYSTEM AND METHOD FOR A MACHINE
    • 振动分析系统和机器的方法
    • WO2006062577A1
    • 2006-06-15
    • PCT/US2005/037057
    • 2005-10-17
    • CATERPILLAR INC.CLARKE, Burton, R.ALLGAIER, Ryan, P.
    • CLARKE, Burton, R.ALLGAIER, Ryan, P.
    • G01H1/00G01M15/05
    • G01H1/00G01M15/12
    • A system (100) and method for detecting and analyzing anomalies in a machine (10) during operation. The system (100) and method includes at least one sensor (20) configured to detect characteristics of the machine (10) indicative of machine vibration, at least one other sensor (22) configured to detect characteristics of the machine (10) indicative of other than machine vibration, a plurality of neural networks (312, 316, 318, 330, 332) to receive input data, at least one neural network (312, 316, 318, 330, 332) receiving vibration data from the at least one sensor (20), and at least one other neural network (318) receiving non-vibration data from the at least one other sensor (22), and an expert system (334) to receive output data from the neural networks (312, 316, 318, 330, 332) and responsively analyze machine operation for anomalies.
    • 一种用于在操作期间检测和分析机器(10)中的异常的系统(100)和方法。 该系统(100)和方法包括至少一个传感器(20),被配置为检测指示机器振动的机器(10)的特性,至少一个其他传感器(22)被配置成检测机器(10)的特征, 除了机器振动之外,多个神经网络(312,316,318,330,332)用于接收输入数据,至少一个神经网络(312,316,318,330,332)从至少一个 传感器(20)以及从所述至少一个其他传感器(22)接收非振动数据的至少一个其它神经网络(318),以及专家系统(334),用于从所述神经网络(312,316)接收输出数据 ,318,330,332),并且响应地分析机器操作的异常。