1. 江西理工大学机电工程学院
2. 大峘集团有限公司
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[1]王淼清,顾军,刘青.基于边带相关算法和Hilbert包络谱的滚动轴承故障诊断[J].机械传动,2016,40(06):144-148.
Wang Miaoqing, Gu Jun, Liu Qing. Fault Diagnosis of Rolling Bearing based on Sideband Correlation Algorithm and Hilbert Envelope Spectrum[J]. 2016,40(6):144-148.
[1]王淼清,顾军,刘青.基于边带相关算法和Hilbert包络谱的滚动轴承故障诊断[J].机械传动,2016,40(06):144-148. DOI: 10.16578/j.issn.1004.2539.2016.06.032.
Wang Miaoqing, Gu Jun, Liu Qing. Fault Diagnosis of Rolling Bearing based on Sideband Correlation Algorithm and Hilbert Envelope Spectrum[J]. 2016,40(6):144-148. DOI: 10.16578/j.issn.1004.2539.2016.06.032.
为了对旋转机械中滚动轴承的运行状态进行故障监测和诊断,提出了一种基于边带相关算法和Hilbert包络谱的滚动轴承故障诊断新方法。通过对滚动轴承产生振动的模型进行分析,可以将振动信号看成为多个调制信号的叠加,而边带相关算法可以在频谱图基础上找出调制性最强的频率区间,然后进行带通滤波得到此频率区间内的时域信号,最后对其进行Hilbert包络并进行谱分析,最终能得到调制信号中调制频率的大小。利用滚动轴承实验取得的振动信号进行分析验证,可以在滚动轴承具有外圈、内圈、滚动体缺陷的情况下的振动信号找出调制频率,有效地提取故障特征。结果表明该方法能够准确地识别和诊断出滚动轴承的故障部位和类型。
In order to monitor and diagnosis running status of rolling bearing in the rotating machinery,a new method of rolling bearing fault diagnosis based on sideband correlation algorithm and Hilbert envelope spectrum is put forward. Through analysis on the rolling bearing vibration model,the vibration signal can be regarded as the superposition of multiple modulation signal,the best frequency range can be found basing on the basis of the spectrum by using the sideband modulation algorithm. Then,the band-pass filtering is carried out,the time-domain signal in this frequency range is got. Finally,the Hilbert envelope and the frequency spectrum analysis are carried out. Eventually,the size of the modulation frequency is got. The analysis and verification is carried out by using the vibration signal of rolling bearing experiment,finding out the modulation frequency of vibration signals under the condition of outer ring,inner ring,rolling body defect,the fault feature can be extracted effectively. The results show that the method can accurately identify and diagnose the fault location and fault type of rolling bearings.
滚动轴承调制信号边带相关算法Hilbert包络谱故障特征
Rolling bearingsModulating signalSideband correlation algorithmHilbert envelope spectrumFault feature
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