Feature Extraction of Rotor Systems with Coupling Fault with Crack and Rub-impact

被引:0
|
作者
Ma, Hui [1 ]
Sun, Wei [1 ]
Ren, Zhaohui [1 ]
Wen, Bangchun [1 ]
机构
[1] NE Univ, Sch Mech Engn & Automat, Shenyang, Peoples R China
关键词
feature extraction; rotor systems; coupling fault; crack; rub-impact; VIBRATION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In practical rotor systems, rotor-stator rub-impact may occur because crack fault causes the increase of vibration amplitude, which is called coupling fault with crack and rub-impact. The vibration signal is non-stationary due to the strong nonlinear characteristics of the coupling fault. In this paper, a rotor test rig was designed to research on nonlinear vibration characteristics of rotor systems with this fault. Some meticulous experiments were performed to simulate crack fault, rub-impact fault and coupling fault of both. The vibration signals were collected in the process of speed up-down running. The rough time-frequency features are extracted by spectrum cascade. For extracting the fault features better, the wavelet time-frequency method is adopted to accurately analyze the local unstable signal. The results show that the fault features can be well extracted by combining the two methods.
引用
收藏
页码:4227 / 4231
页数:5
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