Damage assessment based on general signal correlation: Application for delamination diagnosis in composite structures

Irina Trendafilova, Roberto Palazzetti, Andrea Zucchelli

Research output: Contribution to journalArticle

18 Citations (Scopus)

Abstract

This work presents a Vibration-Based Structural Health Monitoring (VSHM) technique which is developed and applied for delamination assessment in composite laminate structures. It suggests the mutual information as a measure for nonlinear signal cross correlation. The mutual information between two signals measured on a vibrating structure is suggested as a damage metric and its application for the purposes of damage assessment is discussed and compared to the application of the traditional linear signal cross-correlation. The cross correlation is capable to detect linear dependence between two signals and thus can be used for diagnosing damage on linearly vibrating structures. On the other hand the mutual information is a nonlinear metric, and it is shown that it can detect linear as well as nonlinear signal dependence and thus it is particularly appropriate for structures with nonlinear dynamic behaviour and for composite structures as such. The application of the mutual information as a damage metric is demonstrated and discussed first for the case of a simple 2 DOF system with a nonlinear stiffness. Eventually the application of the suggested damage metric is developed and demonstrated for the purposes of delamination diagnosis in a composite laminate beam.
LanguageEnglish
Pages197-204
Number of pages8
JournalEuropean Journal of Mechanics - A/Solids
Volume49
Early online date6 Aug 2014
DOIs
Publication statusPublished - Jan 2015

Fingerprint

damage assessment
composite structures
Composite structures
Delamination
cross correlation
damage
Laminates
laminates
Structural health monitoring
Composite materials
composite materials
structural health monitoring
Stiffness
stiffness
vibration

Keywords

  • signal correlation
  • damage assessment
  • VSHM

Cite this

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abstract = "This work presents a Vibration-Based Structural Health Monitoring (VSHM) technique which is developed and applied for delamination assessment in composite laminate structures. It suggests the mutual information as a measure for nonlinear signal cross correlation. The mutual information between two signals measured on a vibrating structure is suggested as a damage metric and its application for the purposes of damage assessment is discussed and compared to the application of the traditional linear signal cross-correlation. The cross correlation is capable to detect linear dependence between two signals and thus can be used for diagnosing damage on linearly vibrating structures. On the other hand the mutual information is a nonlinear metric, and it is shown that it can detect linear as well as nonlinear signal dependence and thus it is particularly appropriate for structures with nonlinear dynamic behaviour and for composite structures as such. The application of the mutual information as a damage metric is demonstrated and discussed first for the case of a simple 2 DOF system with a nonlinear stiffness. Eventually the application of the suggested damage metric is developed and demonstrated for the purposes of delamination diagnosis in a composite laminate beam.",
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Damage assessment based on general signal correlation : Application for delamination diagnosis in composite structures. / Trendafilova, Irina; Palazzetti, Roberto; Zucchelli, Andrea.

In: European Journal of Mechanics - A/Solids, Vol. 49, 01.2015, p. 197-204.

Research output: Contribution to journalArticle

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