Fault Detection in High Speed Helical Gears Considering Signal Processing Method in Real Simulation

被引:1
|
作者
Adnani, Amir Ali Tabatabai [1 ]
Dokami, Arash [2 ]
Morovati, Mehdi [3 ]
机构
[1] Islamic Azad Univ, Dept Math, Cent Tehran Branch, Tehran, Iran
[2] Iran Univ Sci & Technol, Sch Automot Engn, Tehran, Iran
[3] Islamic Azad Univ, Young Res & Elite Club, Cent Tehran Branch, Tehran, Iran
来源
关键词
Signal Processing; Condition monitoring; Fault detection and EMD; Hillbert Transform (HT); Helical Gears; LOCAL MEAN DECOMPOSITION; NEURAL-NETWORKS; DIAGNOSIS; WAVELET; TRANSFORM;
D O I
10.1590/1679-78252290
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In the present study, in order to detect the fault of the gearmeshs, two engaged gears based on research department of a major automotive company have been modeled. First off, by using the CAT-IA software the fault was induced to the output gear. Then, the faulty gearmesh and non-faulty gearmesh is modeled to find the fault pattern to predict and estimate the failure of the gearmesh. The induced defect is according to the frequently practical fault that takes place to the teeth of gears. In order to record the acceleration signals to calculate the decomposition algorithm, mount the accelerometer on accessible place of the output shaft to recognize the pattern. Then, for more realistic simulation, noise is added to the output signal. At the first step by means of Butterworth low pass digital, the noise has to be removed from signals after that by using the Empirical Mode Decomposition (EMD), signals have decomposed into the Instinct Mode Function (IMF) and every IMF were tested by using the Instantaneous Frequency (IF) in way of Hillbert Transform (HT). For this purpose a code was developed in MATLAB software. Then, in order to detect the presence of the fault the frequency spectrum of IMF's are created and defect is detected in gearmesh frequency of the spectrum.
引用
收藏
页码:2113 / 2140
页数:28
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