Determining cracks in gears using adaptive wavelet transform approach

被引:15
作者
Belsak, Ales [1 ]
Flasker, Joze [1 ]
机构
[1] Univ Maribor, Fac Mech Engn, Lab Comp Aided Engn, SLO-2000 Maribor, Slovenia
关键词
Gear; Failure; Crack; Vibration; Signal analysis; SHRINKAGE; SMOOTHNESS;
D O I
10.1016/j.engfailanal.2009.09.006
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
A new family of biorthogonal wavelets used to identify fault in gears is dealt with. The fault detection analyses and methods presented in this paper are based on signals created by a faultless gear and by a gear with a crack in the tooth root, caused through operating conditions. The new wavelets are a generalization of biorthogonal wavelet systems. In the analysis, smoothness is controlled independently and discrete finite variation is used to optimise the synthesis bank. The procedure measure dispenses with a measure of differentiability, requiring a large number of vanishing wavelet moments in favour of a smoothness measure that is based on the fact that. in most practical applications, only a finite depth of the filter bank tree is involved. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:664 / 671
页数:8
相关论文
共 17 条
[1]  
[Anonymous], 1992, CBMS-NSF Reg. Conf. Ser. in Appl. Math
[2]  
Belsak A., 2006, THESIS U MARIBOR
[3]   Detecting cracks in the tooth root of gears [J].
Belsak, Ales ;
Flasker, Joze .
ENGINEERING FAILURE ANALYSIS, 2007, 14 (08) :1466-1475
[4]   Wavelet analysis for gear crack identification [J].
Belsak, Ales ;
Flasker, Joze .
ENGINEERING FAILURE ANALYSIS, 2009, 16 (06) :1983-1990
[5]  
BRUCE AG, 2009, P COMP STAT 11 S VIE, P531
[6]  
Cohen A., 1992, COMM PURE APPL MATH
[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]  
FLADRIN P, 1999, TIME FREQUENCY TIME
[10]  
HELLER PN, 1995, WAVELET APPL 2, V2491, P119