Angle Domain Average and Autoregressive Spectrum Analysis Based Gear Faults Diagnosis

被引:2
|
作者
Ai, Shufeng [1 ]
Li, Hui [2 ]
Fu, Lihui [2 ]
机构
[1] Zhejiang Univ Media & Commun, Dept Commun Technol, Hangzhou, Zhejiang, Peoples R China
[2] Shijiazhuang Inst Railway Technol, Dept Electromech Engn, Shijiazhuang, Peoples R China
基金
中国国家自然科学基金;
关键词
fault diagnosis; gear; vibration; angle domain average; autoregressive spectrum; NONSTATIONARY ROTATIONAL SPEED; COMPUTED ORDER TRACKING; DRIVES;
D O I
10.1109/JCAI.2009.10
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to process the non-stationary vibration signals during run-up of gearbox, the method based on angle domain average and autoregressive spectrum analysis is presented. This new method combines angle domain average with angle domain average technique. Firstly, the vibration signal is sampled at constant time increments and then uses software to resample the data at constant angle increments. Secondly, the angle domain signal is preprocessed using angle domain average technique in order to eliminate the unrelated noise. In the end, the averaged signals are processed by autoregressive spectrum analysis. The experimental results show that the proposed method can effectively detect the gear crack faults.
引用
收藏
页码:659 / +
页数:2
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