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Author:

Yang ZhiBo (Yang ZhiBo.) | Chen XueFeng (Chen XueFeng.) (Scholars:陈雪峰) | Radzienski, Maciej (Radzienski, Maciej.) | Kudela, Pawel (Kudela, Pawel.) | Ostachowicz, Wieslaw (Ostachowicz, Wieslaw.) | Xie Yong (Xie Yong.)

Indexed by:

SCIE EI Scopus CSCD

Abstract:

The continuous wavelet transform (CWT) is one of the crucial damage identification tools in the vibration-based damage assessment. Because of the vanishing moment property, the CWT method is capable of featuring damage singularity in the higher scales, and separating the global trends and noise progressively. In the classical investigations about this issue, the localization property of the CWT is usually deemed as the most critical point. The abundant information provided by the scale-domain information and the corresponding effectiveness are, however, neglected to some extent. Ultimately, this neglect restricts the sufficient application of the CWT method in damage localization, especially in noisy conditions. In order to address this problem, the wavelet correlation operator is introduced into the CWT damage detection method as a post-processing. By means of the correlations among different scales, the proposed operator suppresses noise, cancels global trends, and intensifies the damage features for various mode shapes. The proposed method is demonstrated numerically with emphasis on characterizing damage in noisy environments, where the wavelet scale Teager-Kaiser energy operator is taken as the benchmark method for comparison. Experimental validations are conducted based on the benchmark data from composite beam specimens measured by a scanning laser vibrometer. Numerical and experimental validations/comparisons present that the introduction of wavelet correlation operator is effective for damage localization in noisy conditions.

Keyword:

beam continuous wavelet transform damage detection noisy conditions wavelet correlation operator

Author Community:

  • [ 1 ] [Yang ZhiBo; Chen XueFeng] Xi An Jiao Tong Univ, Sch Mech Engn, Xian 710049, Shaanxi, Peoples R China
  • [ 2 ] [Yang ZhiBo] Zhejiang Prov Key Lab Laser Proc Robot, Key Lab Laser Precis Proc & Detect, Wenzhou 325035, Peoples R China
  • [ 3 ] [Yang ZhiBo; Radzienski, Maciej; Kudela, Pawel; Ostachowicz, Wieslaw] Polish Acad Sci, Inst Fluid Flow Machinery, PL-80231 Gdansk, Poland
  • [ 4 ] [Ostachowicz, Wieslaw] Warsaw Univ Technol, Fac Automot & Construct Machinery, PL-02524 Warsaw, Poland
  • [ 5 ] [Xie Yong] Xi An Jiao Tong Univ, Sch Aerosp, Xian 710049, Shaanxi, Peoples R China
  • [ 6 ] [Yang ZhiBo]Xi An Jiao Tong Univ, Sch Mech Engn, Xian 710049, Shaanxi, Peoples R China
  • [ 7 ] [Chen XueFeng]Xi An Jiao Tong Univ, Sch Mech Engn, Xian 710049, Shaanxi, Peoples R China
  • [ 8 ] [Yang ZhiBo]Zhejiang Prov Key Lab Laser Proc Robot, Key Lab Laser Precis Proc & Detect, Wenzhou 325035, Peoples R China
  • [ 9 ] [Yang ZhiBo]Polish Acad Sci, Inst Fluid Flow Machinery, PL-80231 Gdansk, Poland
  • [ 10 ] [Radzienski, Maciej]Polish Acad Sci, Inst Fluid Flow Machinery, PL-80231 Gdansk, Poland
  • [ 11 ] [Kudela, Pawel]Polish Acad Sci, Inst Fluid Flow Machinery, PL-80231 Gdansk, Poland
  • [ 12 ] [Ostachowicz, Wieslaw]Polish Acad Sci, Inst Fluid Flow Machinery, PL-80231 Gdansk, Poland
  • [ 13 ] [Ostachowicz, Wieslaw]Warsaw Univ Technol, Fac Automot & Construct Machinery, PL-02524 Warsaw, Poland
  • [ 14 ] [Xie Yong]Xi An Jiao Tong Univ, Sch Aerosp, Xian 710049, Shaanxi, Peoples R China

Reprint Author's Address:

  • 陈雪峰

    Xi An Jiao Tong Univ, Sch Mech Engn, Xian 710049, Shaanxi, Peoples R China.

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Source :

SCIENCE CHINA-TECHNOLOGICAL SCIENCES

ISSN: 1674-7321

Year: 2017

Issue: 10

Volume: 60

Page: 1505-1517

1 . 9 3 8

JCR@2017

3 . 5 7 2

JCR@2020

ESI Discipline: ENGINEERING;

ESI HC Threshold:121

JCR Journal Grade:3

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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