Singular spectrum analysis for identifying structural nonlinearity using free-decay responses: Application detection and diagnosis in composite laminates

David Garcia, Irina Trendafilova

Research output: Contribution to conferencePaper

2 Citations (Scopus)

Abstract

This investigation considers a methodology for analysis of the vibratory response of composite laminate structures which is based on Singular Spectrum Analysis. Composite laminate structures generally demonstrate nonlinear dynamic behaviour as a result of their intrinsic material nonlinear nature. Since the nonlinearities on a number of occasions induce relativity small changes in the vibratory response which are difficult to identify, the raw measured dynamic responses have to be subjected to certain pre-treatment before it can be used for purposes of nonlinearity and damage analysis. To approach this problem this work investigates the effect of some key signal and transformation parameters, such as signal length and sampling frequency as well as the SSA window length on the performance of the methodology itself. The selection of these parameters has a direct influence on the damage sensitivity and the accuracy of the methodology. The variation of these parameters can produce radical changes on the clustering effect of the methodology and it is demonstrated that this might affect the results interpretation.

Conference

Conference26th International Conference on Noise and Vibration Engineering
CountryBelgium
CityLeuven
Period15/09/1417/09/14

Fingerprint

Spectrum analysis
Laminates
Relativity
Composite materials
Dynamic response
Sampling

Keywords

  • singular spectrum analysis
  • nonlinear analysis
  • delamination detection
  • composite laminate

Cite this

Garcia, D., & Trendafilova, I. (2014). Singular spectrum analysis for identifying structural nonlinearity using free-decay responses: Application detection and diagnosis in composite laminates. Paper presented at 26th International Conference on Noise and Vibration Engineering, Leuven, Belgium.
Garcia, David ; Trendafilova, Irina. / Singular spectrum analysis for identifying structural nonlinearity using free-decay responses : Application detection and diagnosis in composite laminates. Paper presented at 26th International Conference on Noise and Vibration Engineering, Leuven, Belgium.10 p.
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Garcia, D & Trendafilova, I 2014, 'Singular spectrum analysis for identifying structural nonlinearity using free-decay responses: Application detection and diagnosis in composite laminates' Paper presented at 26th International Conference on Noise and Vibration Engineering, Leuven, Belgium, 15/09/14 - 17/09/14, .

Singular spectrum analysis for identifying structural nonlinearity using free-decay responses : Application detection and diagnosis in composite laminates. / Garcia, David; Trendafilova, Irina.

2014. Paper presented at 26th International Conference on Noise and Vibration Engineering, Leuven, Belgium.

Research output: Contribution to conferencePaper

TY - CONF

T1 - Singular spectrum analysis for identifying structural nonlinearity using free-decay responses

T2 - Application detection and diagnosis in composite laminates

AU - Garcia, David

AU - Trendafilova, Irina

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Y1 - 2014/9/15

N2 - This investigation considers a methodology for analysis of the vibratory response of composite laminate structures which is based on Singular Spectrum Analysis. Composite laminate structures generally demonstrate nonlinear dynamic behaviour as a result of their intrinsic material nonlinear nature. Since the nonlinearities on a number of occasions induce relativity small changes in the vibratory response which are difficult to identify, the raw measured dynamic responses have to be subjected to certain pre-treatment before it can be used for purposes of nonlinearity and damage analysis. To approach this problem this work investigates the effect of some key signal and transformation parameters, such as signal length and sampling frequency as well as the SSA window length on the performance of the methodology itself. The selection of these parameters has a direct influence on the damage sensitivity and the accuracy of the methodology. The variation of these parameters can produce radical changes on the clustering effect of the methodology and it is demonstrated that this might affect the results interpretation.

AB - This investigation considers a methodology for analysis of the vibratory response of composite laminate structures which is based on Singular Spectrum Analysis. Composite laminate structures generally demonstrate nonlinear dynamic behaviour as a result of their intrinsic material nonlinear nature. Since the nonlinearities on a number of occasions induce relativity small changes in the vibratory response which are difficult to identify, the raw measured dynamic responses have to be subjected to certain pre-treatment before it can be used for purposes of nonlinearity and damage analysis. To approach this problem this work investigates the effect of some key signal and transformation parameters, such as signal length and sampling frequency as well as the SSA window length on the performance of the methodology itself. The selection of these parameters has a direct influence on the damage sensitivity and the accuracy of the methodology. The variation of these parameters can produce radical changes on the clustering effect of the methodology and it is demonstrated that this might affect the results interpretation.

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KW - nonlinear analysis

KW - delamination detection

KW - composite laminate

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Garcia D, Trendafilova I. Singular spectrum analysis for identifying structural nonlinearity using free-decay responses: Application detection and diagnosis in composite laminates. 2014. Paper presented at 26th International Conference on Noise and Vibration Engineering, Leuven, Belgium.