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
相关论文
共 50 条
  • [31] Application of VMD in Fault Diagnosis for Rotor-Bearing System with Rub-Impact
    Zhu, Rui
    Xia, Xin
    2020 IEEE 3RD INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND SIGNAL PROCESSING (ICICSP 2020), 2020, : 502 - 505
  • [32] General synchroextracting chirplet transform: Application to the rotor rub-impact fault diagnosis
    Meng, Zong
    Lv, Meng
    Liu, Zihan
    Fan, Fengjie
    MEASUREMENT, 2021, 169
  • [33] An energy analyzing method for the assessment and diagnosis of rub-impact fault in a rotor system
    Cong, Feiyun
    Chen, Jin
    Dong, Guangming
    JOURNAL OF VIBRATION AND CONTROL, 2012, 18 (12) : 1865 - 1875
  • [34] Stability, bifurcation and chaos of a high-speed rub-impact rotor system in MEMS
    Zhang, WM
    Meng, G
    SENSORS AND ACTUATORS A-PHYSICAL, 2006, 127 (01) : 163 - 178
  • [35] An energy analyzing method for the assessment and diagnosis of rub-impact fault in a rotor system
    State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, No.800, Dongchuan Road, Shanghai 200240, China
    JVC/J Vib Control, 12 (1865-1875):
  • [36] Dynamic Characteristics Analysis of a Seal-Rotor System With Rub-Impact Fault
    Luo, Yuegang
    Wang, Pengfei
    Jia, Haifeng
    Huang, Fengchao
    JOURNAL OF COMPUTATIONAL AND NONLINEAR DYNAMICS, 2021, 16 (08):
  • [37] A novel rotor-stator rub-impact fault and locations recognition method
    Yu, Mingyue
    Guo, Guihong
    Chen, Wangying
    Zhang, Jinghan
    Li, Yuanlong
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2024, 238 (16) : 8037 - 8052
  • [38] Matching Demodulation Transform with Applications to Feature Extraction of Rotor Rub-impact Fault
    Wang, Shibin
    Li, Guoying
    Chen, Xuefeng
    Xia, Yi
    Liu, Zhonghua
    2013 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC), 2013, : 1703 - 1707
  • [39] Early detecting the rub-impact fault in rotors based on MCSSD method
    Luo, Jie-Si
    Yu, De-Jie
    Zhendong Gongcheng Xuebao/Journal of Vibration Engineering, 2010, 23 (02): : 220 - 224
  • [40] Numerical research on rub-impact fault in a blade-rotor-casing coupling system
    Ma, Hui
    Tai, Xingyu
    Niu, Heqiang
    Song, Rongze
    JOURNAL OF VIBROENGINEERING, 2013, 15 (03) : 1477 - 1489