Statistical effects in X-ray diffraction lattice strain measurements of ferritic steel using crystal plasticity

The influence of statistics on calculated lattice strains has been studied by comparing crystal plasticity finite element (CPFE) calculations with strains measured experimentally. Experimentally, when Bragg's law is obeyed, a plane normal must lie within a narrow orientation range (∼ 0.02° for...

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Main Authors: Erinosho, T, Collins, D, Todd, R, Wilkinson, A, Dunne, F
Format: Journal article
Published: Elsevier 2018
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author Erinosho, T
Collins, D
Todd, R
Wilkinson, A
Dunne, F
author_facet Erinosho, T
Collins, D
Todd, R
Wilkinson, A
Dunne, F
author_sort Erinosho, T
collection OXFORD
description The influence of statistics on calculated lattice strains has been studied by comparing crystal plasticity finite element (CPFE) calculations with strains measured experimentally. Experimentally, when Bragg's law is obeyed, a plane normal must lie within a narrow orientation range (∼ 0.02° for synchrotron diffraction), or Bragg tolerance. However, CPFE models consider only a small number of grains compared to experiments, necessitating a justification of the statistically representative volume. It also becomes necessary to assess the threshold of Bragg tolerance allowable for the determined statistically representative volume. In this study, an 8 × 8 × 8 model was deemed as statistically representative such that only small benefits are obtained in terms of lattice strain calculations by adopting larger models such as 10 × 10 × 10. Based on the selected model, an allowable Bragg tolerance of approximately 5° was calculated. Also highlighted was the coupling between lattice strain, texture, hardening and applied boundary condition which are discriminators that will affect the choice of model size and Bragg tolerance threshold.
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spelling oxford-uuid:ca4da84c-9ec4-463e-b44d-0d5c1e2687702022-03-27T07:06:22ZStatistical effects in X-ray diffraction lattice strain measurements of ferritic steel using crystal plasticityJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:ca4da84c-9ec4-463e-b44d-0d5c1e268770Symplectic Elements at OxfordElsevier2018Erinosho, TCollins, DTodd, RWilkinson, ADunne, FThe influence of statistics on calculated lattice strains has been studied by comparing crystal plasticity finite element (CPFE) calculations with strains measured experimentally. Experimentally, when Bragg's law is obeyed, a plane normal must lie within a narrow orientation range (∼ 0.02° for synchrotron diffraction), or Bragg tolerance. However, CPFE models consider only a small number of grains compared to experiments, necessitating a justification of the statistically representative volume. It also becomes necessary to assess the threshold of Bragg tolerance allowable for the determined statistically representative volume. In this study, an 8 × 8 × 8 model was deemed as statistically representative such that only small benefits are obtained in terms of lattice strain calculations by adopting larger models such as 10 × 10 × 10. Based on the selected model, an allowable Bragg tolerance of approximately 5° was calculated. Also highlighted was the coupling between lattice strain, texture, hardening and applied boundary condition which are discriminators that will affect the choice of model size and Bragg tolerance threshold.
spellingShingle Erinosho, T
Collins, D
Todd, R
Wilkinson, A
Dunne, F
Statistical effects in X-ray diffraction lattice strain measurements of ferritic steel using crystal plasticity
title Statistical effects in X-ray diffraction lattice strain measurements of ferritic steel using crystal plasticity
title_full Statistical effects in X-ray diffraction lattice strain measurements of ferritic steel using crystal plasticity
title_fullStr Statistical effects in X-ray diffraction lattice strain measurements of ferritic steel using crystal plasticity
title_full_unstemmed Statistical effects in X-ray diffraction lattice strain measurements of ferritic steel using crystal plasticity
title_short Statistical effects in X-ray diffraction lattice strain measurements of ferritic steel using crystal plasticity
title_sort statistical effects in x ray diffraction lattice strain measurements of ferritic steel using crystal plasticity
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AT collinsd statisticaleffectsinxraydiffractionlatticestrainmeasurementsofferriticsteelusingcrystalplasticity
AT toddr statisticaleffectsinxraydiffractionlatticestrainmeasurementsofferriticsteelusingcrystalplasticity
AT wilkinsona statisticaleffectsinxraydiffractionlatticestrainmeasurementsofferriticsteelusingcrystalplasticity
AT dunnef statisticaleffectsinxraydiffractionlatticestrainmeasurementsofferriticsteelusingcrystalplasticity