...
首页> 外文期刊>Mechanical systems and signal processing >Faults diagnosis of rolling element bearings based on modified morphological method
【24h】

Faults diagnosis of rolling element bearings based on modified morphological method

机译:基于改进形态学方法的滚动轴承故障诊断

获取原文
获取原文并翻译 | 示例
           

摘要

In order to effectively smooth noise and extract the impulse components in the vibration signals of defective rolling element bearings, a new modified morphology analytical method has been proposed. In this method, average of the closing and opening operator has been used as the morphology operator. Being the flat and zero adopted as the shape and the height of structure element (SE), respectively, the optimized length of SE is defined by a new proposed criterion (called SNR criterion). The effect of the new method is validated by both simulated impulsive signal and vibration signal of three defective rolling bearings with an outer, an inner and a rolling element faults and compared with Nikolaou's method. The result shows that the proposed method has the superior performance in extracting impulsive characteristics of vibration signals, especially for the high level noise signals, and can implement better in diagnosis of defective rolling element bearing.
机译:为了有效地消除噪声并提取有缺陷的滚动轴承的振动信号中的脉冲分量,提出了一种新的改进的形态分析方法。在该方法中,关闭和打开算子的平均值已用作形态算子。分别采用平面和零作为结构元素(SE)的形状和高度,SE的优化长度由新提出的标准(称为SNR标准)定义。通过模拟脉冲信号和三个具有外部,内部和滚动元件故障的缺陷滚动轴承的振动信号,验证了该新方法的效果,并与尼古拉的方法进行了比较。结果表明,所提出的方法在提取振动信号的脉冲特性方面表现出优异的性能,特别是对于高电平噪声信号,可以更好地诊断滚动轴承的缺陷。

著录项

  • 来源
    《Mechanical systems and signal processing》 |2011年第4期|p.1276-1286|共11页
  • 作者单位

    Institute of Monitoring and Control for Rotating Machinery and Windturbines, Northwestern Polytechnical University, Xi'an 710072, People's Republic of China,School of mechanical & electrical engineering, Xian University of Architecture & Technology, Xi'an 710055, People's Republic of China;

    Institute of Monitoring and Control for Rotating Machinery and Windturbines, Northwestern Polytechnical University, Xi'an 710072, People's Republic of China;

    School of mechanical & electrical engineering, Xian University of Architecture & Technology, Xi'an 710055, People's Republic of China;

    School of mechanical & electrical engineering, Xian University of Architecture & Technology, Xi'an 710055, People's Republic of China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    modified morphological analysis; length of the structure element; fault diagnosis; rolling element bearing;

    机译:改进的形态分析;结构元素的长度;故障诊断;滚动轴承;

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号