Wavelet analysis for gear crack identification

被引:29
作者
Belsak, Ales [1 ]
Flasker, Joze [1 ]
机构
[1] Univ Maribor, Lab Comp Aided Engn, Fac Mech Engn, SLO-2000 Maribor, Slovenia
关键词
Gear; Failure; Crack; Vibration; Signal analysis; SHRINKAGE;
D O I
10.1016/j.engfailanal.2008.12.002
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
There are many typical damages and faults that can cause problems in relation to gear unit operation, a crack in the tooth root being probably the least desirable among them. It often results in failure of gear unit operation. Fault analyses presented in this article are based on gear units with real damages or faults, produced on the basis of real operating conditions. A test plant has been used. A possible damage can be identified by monitoring vibrations. The influences of a crack in a single-stage gear unit on produced vibrations are presented. A fatigue crack in the tooth root causes significant changes in tooth stiffness, whereas, in relation to other faults, changes of other dynamic parameters are more expressed. Different methods are used to analyse signals acquired by experiments. Signal analysis has been carried out in relation to a non-stationary signal, using the family of Time Frequency Analysis tools, such as Wavelets Analyses. Typical spectrogram and scalogram patterns resulting from reactions to faults or damages indicate the presence of damages in a very reliable way. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1983 / 1990
页数:8
相关论文
共 16 条
[1]   Wavelet analysis of vibration signals of an overhang rotor with a propagating transverse crack [J].
Adewusi, SA ;
Al-Bedoor, BO .
JOURNAL OF SOUND AND VIBRATION, 2001, 246 (05) :777-793
[2]  
[Anonymous], 1999, A Wavelet Tour of Signal Processing
[3]   Detecting cracks in the tooth root of gears [J].
Belsak, Ales ;
Flasker, Joze .
ENGINEERING FAILURE ANALYSIS, 2007, 14 (08) :1466-1475
[4]  
BELSAK S, 2006, THESIS U MARIBOR
[5]  
BRUCE AG, 1994, P COMP STAT 11 S VIE, P531
[6]   DE-NOISING BY SOFT-THRESHOLDING [J].
DONOHO, DL .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1995, 41 (03) :613-627
[7]   IDEAL SPATIAL ADAPTATION BY WAVELET SHRINKAGE [J].
DONOHO, DL ;
JOHNSTONE, IM .
BIOMETRIKA, 1994, 81 (03) :425-455
[8]   Adapting to unknown smoothness via wavelet shrinkage [J].
Donoho, DL ;
Johnstone, IM .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1995, 90 (432) :1200-1224
[9]   On local smoothing of nonparametric curve estimators [J].
Fan, JQ ;
Hall, P ;
Martin, MA ;
Patil, P .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1996, 91 (433) :258-266
[10]  
FLADRIN P, 1999, TIME FREQUENCY TIMES