Multiple crack identification in Euler beams by means of B-spline wavelet

In this paper, an effective method for identification of multiple cracks is presented based on discrete wavelet transform in a cracked beam. First, a compactly supported semi-orthogonal B-spline wavelet on interval (BSWI) is employed to construct Euler beam-bending element for free vibration analysis of cracked beams. Next, the construction of general order one-dimensional B-spline wavelets is presented and applied for damage identification in a cantilever beam modeled by wavelet-based elements. Also, principles of an appropriate wavelet selection are presented. Natural vibration modes of a cantilever beam with three cracks are analyzed using one-dimensional fourth-order B-spline wavelet. The results illustrate that BSWI elements can be used in determining the un-cracked and cracked beam natural frequencies with a high accuracy and efficiency. Moreover, the applicability of the presented method in crack identification is studied by numerical examples under several situations, such as in the presence of random noises, and the efficiency of B-spline wavelets in damage prognosis is compared with other types of wavelet functions. The obtained results show the effectiveness of B-spline wavelets in modeling of the damaged beam and identifying multiple crack locations in a free baseline scheme.

[1]  A. Cohen Numerical Analysis of Wavelet Methods , 2003 .

[2]  Y. Kim,et al.  Damage detection using the Lipschitz exponent estimated by the wavelet transform: applications to vibration modes of a beam , 2002 .

[3]  Zhengjia He,et al.  The construction of 1D wavelet finite elements for structural analysis , 2007 .

[4]  Andrzej Katunin,et al.  The construction of high-order b-spline wavelets and their decomposition relations for fault detection and localisation in composite beams , 2011 .

[5]  A. Messina,et al.  On the continuous wavelet transforms applied to discrete vibrational data for detecting open cracks in damaged beams , 2003 .

[6]  Zhengjia He,et al.  A study of the construction and application of a Daubechies wavelet-based beam element , 2003 .

[7]  S. Loutridis,et al.  Crack identification in double-cracked beams using wavelet analysis , 2004 .

[8]  Zhengjia He,et al.  The construction of plane elastomechanics and Mindlin plate elements of B-spline wavelet on the interval , 2006 .

[9]  I. Daubechies,et al.  Biorthogonal bases of compactly supported wavelets , 1992 .

[10]  Chen Xuefeng,et al.  A new wavelet-based thin plate element using B-spline wavelet on the interval , 2007 .

[11]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[12]  I. Daubechies Orthonormal bases of compactly supported wavelets , 1988 .

[13]  S. Lodha,et al.  WAVELETS: AN ELEMENTARY INTRODUCTION AND EXAMPLES , 1995 .

[14]  Andrzej Katunin,et al.  Identification of multiple cracks in composite beams using discrete wavelet transform , 2010 .

[15]  Andrzej Katunin,et al.  Damage identification in composite plates using two-dimensional B-spline wavelets , 2011 .

[16]  B. P. Nandwana,et al.  DETECTION OF THE LOCATION AND SIZE OF A CRACK IN STEPPED CANTILEVER BEAMS BASED ON MEASUREMENTS OF NATURAL FREQUENCIES , 1997 .

[17]  S. Mallat A wavelet tour of signal processing , 1998 .

[18]  W. H. Chen,et al.  Extension of spline wavelets element method to membrane vibration analysis , 1996 .

[19]  Zhengjia He,et al.  The construction of wavelet finite element and its application , 2004 .

[20]  Xiaomin Deng,et al.  Damage detection with spatial wavelets , 1999 .

[21]  Michael Unser,et al.  On the asymptotic convergence of B-spline wavelets to Gabor functions , 1992, IEEE Trans. Inf. Theory.

[22]  C. Chui,et al.  A general framework of compactly supported splines and wavelets , 1992 .

[23]  Chen Xuefeng,et al.  A Class of Wavelet-based Flat Shell Elements Using B-spline Wavelet on the Interval and Its applications , 2008 .

[24]  H. Yoon,et al.  Free vibration analysis of Euler-Bernoulli beam with double cracks , 2007 .

[25]  Pizhong Qiao,et al.  A 2-D continuous wavelet transform of mode shape data for damage detection of plate structures , 2009 .

[26]  Stéphane Mallat,et al.  A Theory for Multiresolution Signal Decomposition: The Wavelet Representation , 1989, IEEE Trans. Pattern Anal. Mach. Intell..