Detecting a Cracked Rotor with HHT-based Time-Frequency Representation

被引:0
|
作者
Jiao, Weidong [1 ,2 ]
Yang, Shixi [1 ]
Chang, Yongping [2 ]
Yan, Gongbiao [1 ]
Hu, Jinsong [1 ]
机构
[1] Zhejiang Univ, Dept Mech Engn, Hangzhou 310027, Zhejiang, Peoples R China
[2] Jiaxing Univ, Dept Mech & Elect Engn, Jiaxing 314001, Peoples R China
关键词
Rotor Crack; Empirical Mode Decomposition (EMD); Hilbert-Huang Transformation (HHT); Time-frequency Representation; Fault Detection;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
During the Hilbert-Huang Transformation (HHT), time-series data are firstly decomposed into several components with different time scale (i.e. intrinsic mode function, IMF), using the empirical mode decomposition (EMD). Then, the Hilbert transformation is applied to every IMF. As a result, the HHT spectrum of the data is constructed. In this paper, the HHT-based time-frequency representation was used for fault detection of rotor crack. On the basis of explaining the HHT-based representation in details, a simulated deep crack in a rotor was researched using this method. Experimental results showed that the HHT-based method can correctly represent the phase-modulation phenomenon excitated by the torsional vibration from the deep crack, and effectively detect the crack fault, which implies great potential of the HHT-based time-frequency method in fault diagnosis of rotor system.
引用
收藏
页码:790 / +
页数:2
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