On recovering intragranular strain fields from grain-averaged strains obtained by high-energy X-ray diffraction microscopy

TL;DR

This paper investigates the problem of reconstructing detailed point-wise strain fields in polycrystalline materials from grain-averaged strain data obtained via high-energy X-ray diffraction microscopy, addressing non-uniqueness and practical uncertainty.

Contribution

It introduces a framework to recover strain fields from grain-averaged data, analyzing solution non-uniqueness and demonstrating decay of uncertainty with distance in cylindrical specimens.

Findings

Infinite solutions exist for the strain recovery problem.

Uncertainty in the reconstructed strain field decays exponentially with distance from specimen ends.

The approach is validated with numerical and experimental data on AlON samples.

Abstract

We address an unusual problem in the theory of elasticity motivated by the problem of reconstructing the strain field from partial information obtained using X-ray diffraction. Referred to as either high-energy X-ray diffraction microscopy~(HEDM) or three-dimensional X-ray diffraction microscopy~(3DXRD), these methods provide diffraction images that, once processed, commonly yield detailed grain structure of polycrystalline materials, as well as grain-averaged elastic strains. However, it is desirable to have the entire (point-wise) strain field. So we address the question of recovering the entire strain field from grain-averaged values in an elastic polycrystalline material. The key idea is that grain-averaged strains must be the result of a solution to the equations of elasticity and the overall imposed loads. In this light, the recovery problem becomes the following: find the boundary traction distribution that induces the measured grain-averaged strains under the equations of elasticity. We show that there are either zero or infinite solutions to this problem, and more specifically, that there exist an infinite number of kernel fields, or non-trivial solutions to the equations of elasticity that have zero overall boundary loads and zero grain-averaged strains. We define a best-approximate reconstruction to address this non-uniqueness. We then show that, consistent with Saint-Venant's principle, in experimentally relevant cylindrical specimens, the uncertainty due to non-uniqueness in recovered strain fields decays exponentially with distance from the ends of the interrogated volume. Thus, one can obtain useful information despite the non-uniqueness. We apply these results to a numerical example and experimental observations on a transparent aluminum oxynitride (AlON) sample.