Research on the composite fault diagnosis of gearbox based on local mean decomposition and Hilbert demodulation

被引:2
|
作者
Wang, Jingyue [1 ,2 ]
Chen, Tuojiang [1 ]
Li, Jiangang [1 ]
Wang, Haotian [3 ]
Wang, Junnian [2 ]
机构
[1] Shenyang Ligong Univ, Inst Automobile & Transportat, 6 Nanping Cent Rd, Shenyang 110159, Liaoning, Peoples R China
[2] Jilin Univ, Natl Key Lab Automot Simulat & Control, Changchun, Jilin, Peoples R China
[3] Shenyang Aerosp Univ, Inst Automat, Shenyang, Peoples R China
来源
MEASUREMENT & CONTROL | 2023年 / 56卷 / 7-8期
关键词
Gearbox; local mean decomposition; Hilbert demodulation; composite malfunction diagnosis; EMPIRICAL MODE DECOMPOSITION; WIGNER-VILLE DISTRIBUTION;
D O I
10.1177/00202940221118128
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
For the sake of deriving the signature frequencies of the composite malfunctions of broken and worn teeth of gearbox, the essay raised a method on account of local mean decomposition and Hilbert demodulation to diagnose gearbox composite fault. The local mean decomposition translates a complicated multi-component AM-FM signal into several PF elements with certain physical significance. Every PF component can be approximately regarded as a simplex component AM-FM signal. Using correlation coefficient method, the Hilbert envelope demodulation spectrum is analyzed by selecting the PF component which is strongly relevant to the incipient composite malfunction signal, and the malfunction signature frequency is identified from the demodulation spectrum. Through analyzing the emulation signal and the vibration signal of the actual gear box broken-wear complex fault, and compared with EMD, it is shown that the means can effectually discern the malfunction characteristic frequency in the composite fault signal.
引用
收藏
页码:1350 / 1358
页数:9
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