Early Rotor Rub-impact Fault Detection Using Cross-correlation and Chaos Oscillator Array

被引:1
|
作者
Guo Yangming [1 ,2 ]
Jia Tingting [1 ,2 ]
Ma Jiezhong [1 ]
Zhu Peican [1 ]
Zhi Qiang [1 ]
Wang Xing [1 ]
机构
[1] Northwestern Polytech Univ, Coll Comp Sci, Xian 710072, Shaanxi, Peoples R China
[2] Northwestern Polytech Univ, Reliabil & Maintenance Res Lab, Xian 710072, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
cross-correlation; chaos oscillators array; weak signal detection; rotor rub-impact; fault detection;
D O I
10.1109/SDPC.2017.143
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The key of early fault detection is weak signal detection. But traditional chaos detection methods can deal with weak signals of single frequency and limited signal to noise ratio, and when noise is too strong, performance of the detection system is decreased. Thus it can't meet the needs of an aircraft rotor system's early fault detection, including weak signal, strong noise and multi-frequency. To improve detection effectiveness, by employing cross correlation for denoising and building chaos oscillators array, the method of using array scan for weak fault signal detection is proposed. The detection principle of this method is analyzed, and its feasibility is verified by the example of an aircraft rotor system's early rubimpact fault detection.
引用
收藏
页码:731 / 735
页数:5
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