Component machine testing using neural network processed vibration data
analysis
    61.
    发明授权
    Component machine testing using neural network processed vibration data analysis 失效
    组件机器测试采用神经网络处理振动数据分析

    公开(公告)号:US5854993A

    公开(公告)日:1998-12-29

    申请号:US763965

    申请日:1996-12-10

    IPC分类号: G01H17/00 G01M13/02 G01M7/00

    摘要: A component machine testing technique is provided that performs diagnostic analysis on a vibration signal of the component machine that has been separated from power and load machine background noise in a first neural network. The diagnostic analysis, with operator direction through an interactive interface, uses a second neural network in performing a series of diagnostic operations followed by archival of any experience acquired in the testing operation being performed. In the diagnostic analysis, both time based and frequency based vibration signal information from the component machine under test are used together through a simultaneous multiple display interactive interface under operator direction.

    摘要翻译: 提供了一种组件机器测试技术,其对第一神经网络中与功率和负载机背景噪声分离的组件机器的振动信号进行诊断分析。 通过交互式界面的操作员方向的诊断分析使用第二神经网络执行一系列诊断操作,然后归档在正在执行的测试操作中获取的任何经验。 在诊断分析中,来自被测部件的基于时间和频率的振动信号信息通过操作员方向下的同时多显示交互界面一起使用。