Hilbert-Huang Transform and Its Application to Crack Identification for Start-Up Rotor

被引:0
作者
Li, B. [1 ]
Zhang, C. L. [1 ]
机构
[1] Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710049, Peoples R China
来源
ADVANCES IN VIBRATION ENGINEERING | 2013年 / 12卷 / 05期
基金
中国国家自然科学基金;
关键词
Cracked rotor; Start-up; Hilbert-Huang Transformation; EMPIRICAL MODE DECOMPOSITION; VIBRATION ANALYSIS; WAVELET TRANSFORM; FAULT-DIAGNOSIS; ALGORITHM;
D O I
暂无
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
A crack not detected in time can result in the catastrophic failure and cause injuries and severe damage to machinery. In this paper, a crack identification method for start-up rotor based on Hilbert-Huang Transform (HHT) is addressed. With this method, each Intrinsic Mode Function (IMF) of the vibration signal is obtained by Empirical Mode Decomposition (EMD). Then the spectrum of instantaneous frequency is accordingly calculated via Hilbert transform and is employed to detect the weak crack during the start-up process of the rotor system. To verify the validity of the mentioned method, an experiment with a cracked shaft was conducted on the Bently rotor test rig in the steady accelerating process. The results in the simulation and experiments show that HHT appears to be a more effective tool for the analysis of non-stationary vibration response of the weak cracked rotor compared with Fast Fourier Transform (FFT) and Continue Wavelet Transform (CWT).
引用
收藏
页码:459 / 473
页数:15
相关论文
共 39 条
[1]  
[Anonymous], 2005, Adv Vib Eng
[2]   Hilbert-Huang transform for detection and monitoring of crack in a transient rotor [J].
Babu, T. Ramesh ;
Srikanth, S. ;
Sekhar, A. S. .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2008, 22 (04) :905-914
[3]   Coupled bending, longitudinal and torsional vibrations of a cracked rotor [J].
Darpe, AK ;
Gupta, K ;
Chawla, A .
JOURNAL OF SOUND AND VIBRATION, 2004, 269 (1-2) :33-60
[4]   Analysis of the response of a cracked Jeffcott rotor to axial excitation [J].
Darpe, AK ;
Chawla, A ;
Gupta, K .
JOURNAL OF SOUND AND VIBRATION, 2002, 249 (03) :429-445
[5]  
Ganesan S, 2011, ADV VIB ENG, V10, P313
[6]  
Gasch R., 1976, IMECHE C PUBLICATI C, V76, P123
[7]   Vibration analysis of a cracked rotor using Hilbert-Huang transform [J].
Guo, D. ;
Peng, Z. K. .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2007, 21 (08) :3030-3041
[8]   The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis [J].
Huang, NE ;
Shen, Z ;
Long, SR ;
Wu, MLC ;
Shih, HH ;
Zheng, QN ;
Yen, NC ;
Tung, CC ;
Liu, HH .
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 1998, 454 (1971) :903-995
[9]  
Huang NE, 2001, B SEISMOL SOC AM, V91, P1310, DOI 10.1785/0120000735
[10]   MODELING AND VIBRATION ANALYSIS OF A SIMPLE ROTOR WITH A BREATHING CRACK [J].
JUN, OS ;
EUN, HJ ;
EARMME, YY ;
LEE, CW .
JOURNAL OF SOUND AND VIBRATION, 1992, 155 (02) :273-290