A generic, time-resolved, integrated digital image correlation, identification approach

J.P.M. Hoefnagels, J. Neggers, Benoît Blaysat, François Hild, M.G.D. Geers

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Abstract

A generic one-step Integrated Digital Image Correlation (I-DIC) inverse parameter identification approach is introduced that enables direct identification of constitutive model parameters by intimately integrating a Finite Elements Method (FEM) with Digital Image Correlation (DIC), directly connecting the complete time sequence of experimental images to the sought model parameters. The problem is cast into a transparent single-minimization formulation with explicit expression of the unknowns, being the material properties and, optionally, experimental uncertainties such as misalignments. The tight integration between FEM and DIC creates an information dialogue that yields accurate material parameters while providing necessary regularization to the DIC problem, making the method robust and noise insensitive. Through this method the versatility of the FEM method is translated to the experimental realm, simplifying the existing experiments and creating new experimental possibilities. A convincing demonstration of the method has been achieved by successful identification of three challenging models from three very different (virtual) experiments, all thoroughly analyzed on accuracy and noise sensitivity: identification of a mixed-mode interface model from a mixed-mode delamination test, a 10-parameter history- and rate-dependent glassy polymer model from a simple tensile test, and simultaneous identification of two material models from a single bulge test of a structured membrane.

Original languageEnglish
Title of host publicationAdvancement of Optical Methods in Experimental Mechanics - Proceedings of the 2014 Annual Conference on Experimental and Applied Mechanics
EditorsH. Jin, C. Sciammarella, S. Yoshida, L. Lamberti
Place of PublicationNew York
PublisherSpringer
Pages257-263
Number of pages7
Volume3B
ISBN (Print)978-3-319-06985-2
DOIs
Publication statusPublished - 2015
Event2014 Annual Conference on Experimental and Applied Mechanics - Greenville, United States
Duration: 2 Jun 20145 Jun 2014

Publication series

NameConference proceedings of the Society for Experimental Mechanics series
Volume3

Conference

Conference2014 Annual Conference on Experimental and Applied Mechanics
Country/TerritoryUnited States
CityGreenville
Period2/06/145/06/14
Other20014 Annual Conference on Experimental and Applied Mechanics

Keywords

  • Digital image correlation (DIC)
  • Finite elements method (FEM)
  • Integrated DIC
  • Inverse parameter identification
  • Numerical validation

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