Determining constitutive models from conical indentation: Sensitivity analysis

T. W. Capehart, Y. T. Cheng

Research output: Contribution to journalArticlepeer-review

75 Scopus citations

Abstract

Several procedures have previously been advanced for extracting constitutive relations from the force-displacement curves obtained from indentation. This work addresses the specific problem of determining the elastic modulus E, yield stress Y, and hardening exponent n, which define the isotropic strain-hardening model from a single force-displacement curve with a sharp conical tip. The sensitivity of the inversion process was tested through a series of finite element calculations using ABAQUS. Different magnitudes of normally distributed noise were superimposed on a calculated force-displacement curve to simulate hypothetical data sets for specific values of E, Y, and n. The sensitivity of the parameter confidence intervals to noise was determined using the Χ2-curvature matrix, statistical Monte Carlo simulations, and a conjugate gradient algorithm that explicitly searches the global parameter space. All three approaches demonstrate that 1% noise levels preclude the accurate determination of the strain-hardening parameters based on a single force-displacement curve.

Original languageEnglish
Pages (from-to)827-832
Number of pages6
JournalJournal of Materials Research
Volume18
Issue number4
DOIs
StatePublished - Apr 2003

ASJC Scopus subject areas

  • Materials Science (all)
  • Condensed Matter Physics
  • Mechanics of Materials
  • Mechanical Engineering

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