journal article·2024-03

Surface—subsurface grain structure relationships

Jonathan M. Hestroffer, Jean-Charles Stinville, Marie-Agathe Charpagne, Matthew P. Miller, Tresa M. Pollock, Irene J. Beyerlein

Acta Materialia· Volume 266
Publisher page

Abstract

Relationships between surface and subsurface grain structure are studied using a large three-dimensional (3D) microstructural dataset of a nickel-base superalloy Inconel 718. Comparative analyses of microstructural features were performed from both an orthographic, two-dimensional (2D) perspective and a full-3D one to underscore their distinctions on a grain-by-grain basis for a given surface microstructure. A positive correlation between grain size and the number of nearest neighbors of surface grains was observed; however, considerable variability exists per grain. We also present a detailed investigation of 3D surface grain structure and highlight the limitations of 2D surface grain characterizations. Several features of subsurface grain structure, including out-of-plane grain boundary inclination angle, surface-to-subsurface feature proximity, and subsurface grain boundary interface geometry are characterized. The analysis reveals a wide array of highly non-columnar subsurface grain structures with many points at the free surface being closer to grain boundaries and triple junctions beneath the surface than in the surface observation plane. Repeating these analyses for a synthetic dataset without twins reveals that our findings apply to other polycrystalline materials with near-equiaxed grains and limited texture.
Source: expertdata · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Microstructure and mechanical properties · Electron and X-Ray Spectroscopy Techniques · High-Temperature Coating Behaviors

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (56)

Show source-provided references
1. The deformation and ageing of mild steel: III discussion of results10.1088/0370-1301/64/9/303 ↗
2. The cleavage strength of polycrystals
3. Crystallographic fatigue crack initiation in nickel-based superalloy René 88DT at elevated temperature10.1016/j.actamat.2009.08.022 ↗
4. Microstructural extremes and the transition from fatigue crack initiation to small crack growth in a polycrystalline nickel-base superalloy10.1016/j.actamat.2012.01.049 ↗
5. Crack initiation sensitivity of wrought direct aged alloy 718 in the very high cycle fatigue regime: the role of non-metallic inclusions10.1016/j.msea.2016.09.098 ↗
6. Microstructural statistics for fatigue crack initiation in polycrystalline nickel-base superalloys10.1007/s10704-017-0241-z ↗
7. Fatigue deformation in a polycrystalline nickel base superalloy at intermediate and high temperature: Competing failure modes10.1016/j.actamat.2018.03.035 ↗
8. Accurate reconstruction of EBSD datasets by a multimodal data approach using an evolutionary algorithm10.1016/j.matchar.2019.01.033 ↗
9. Slip localization in Inconel 718: A three-dimensional and statistical perspective10.1016/j.actamat.2021.117037 ↗
10. Slip localization behavior at triple junctions in nickel-base superalloys10.1016/j.actamat.2023.118801 ↗
11. The distribution of internal interfaces in polycrystals
12. Experimental investigation of dislocation-grain boundary interaction in coarse-grained high–manganese steels using quasi in situ electron channelling contrast imaging10.1016/j.matchar.2022.112545 ↗
13. Direct observation of individual dislocation interaction processes with grain boundaries10.1126/sciadv.1501926 ↗
14. Grain boundary orientation effects on deformation of Ta bicrystal nanopillars under high strain-rate compression10.1063/1.4864427 ↗
15. Quantitative study of the effect of grain boundary parameters on the slip system level Hall-Petch slope for basal slip system in Mg-4Al10.1016/j.actamat.2020.08.079 ↗
16. The role of grain boundary orientation on void nucleation in tantalum10.1063/1.5044791 ↗
17. Stoyan · 2013
18. An extension of the saltykov method to quantify 3D grain size distributions in mylonites10.1016/j.jsg.2016.10.008 ↗
19. Microstructural materials design via deep adversarial learning methodology10.1115/1.4041371 ↗
20. Pores for thought: generative adversarial networks for stochastic reconstruction of 3D multi-phase electrode microstructures with periodic boundaries10.1038/s41524-020-0340-7 ↗
21. Generating three-dimensional structures from a two-dimensional slice with generative adversarial network-based dimensionality expansion10.1038/s42256-021-00322-1 ↗
22. Multi-modal dataset of a polycrystalline metallic material: 3D microstructure and deformation fields10.1038/s41597-022-01525-w ↗
23. Effect of standard heat treatment on the microstructure and mechanical properties of hot isostatically pressed superalloy inconel 71810.1016/S0921-5093(03)00079-0 ↗
24. The TriBeam system: Femtosecond laser ablation in situ SEM10.1016/j.matchar.2014.10.023 ↗
25. Recent developments in femtosecond laser-enabled TriBeam systems10.1007/s11837-021-04919-0 ↗
26. DREAM.3D: A digital representation environment for the analysis of microstructure in 3D10.1186/2193-9772-3-5 ↗
27. Lenthe · 2017 · 218
28. Twin related domain networks in René 88DT10.1016/j.matchar.2020.110365 ↗
29. A combined grain scale elastic–plastic criterion for identification of fatigue crack initiation sites in a twin containing polycrystalline nickel-base superalloy10.1016/j.actamat.2015.09.050 ↗
30. Direct measurements of slip irreversibility in a nickel-based superalloy using high resolution digital image correlation10.1016/j.actamat.2019.12.009 ↗
31. Effect of grain boundary character distribution on weld heat-affected zone liquation cracking behavior of AISI 316Ti austenitic stainless steel10.1016/j.matchar.2018.05.020 ↗
32. Improving the resistance to intergranular cracking and corrosion at elevated temperatures by grain-boundary-engineering-type processing10.1007/s10853-007-2363-6 ↗
33. Grain-boundary engineering markedly reduces susceptibility to intergranular hydrogen embrittlement in metallic materials10.1016/j.actamat.2009.05.012 ↗
34. Sphericity and roundness computation for particles using the extreme vertices model10.1016/j.jocs.2018.11.005 ↗
35. Pebbles in the lower colorado river, texas a study in particle morphogenesis10.1086/626490 ↗
36. A transfer function for relating mean 2D cross-section measurements to mean 3D particle sizes10.1007/s11661-018-4808-8 ↗
37. Non-linear transfer functions for accurately estimating 3D particle size, distribution, and expected error from 2D cross sections of a lognormal distribution of spherical particles10.1007/s11661-020-06072-w ↗
38. Analysis of grain-and particle-size distributions in metallic materials10.1179/095066072790137729 ↗
39. Distribution-free estimation of sphere size distributions from slabs showing overprojection and truncation, with a review of previous methods10.1111/j.1365-2818.1983.tb04255.x ↗
40. Higgins · 2006
41. The determination of the size distribution of particles in an opaque material from a measurement of the size distribution of their sections
42. Comparison of grain size distributions in a Ni-based superalloy in three and two dimensions using the Saltykov method10.1016/j.scriptamat.2012.01.001 ↗
43. Three-dimensional observations of grain volume changes during annealing of polycrystalline Ni10.1016/j.actamat.2019.01.022 ↗
44. Effect of tungsten content and compression on microstructure and texture evolution in liquid phase sintered heavy alloy10.1007/s11661-021-06586-x ↗
45. Phillips · 2021
46. Weisstein · 2002
47. Quantitative analysis of crystal/grain sizes and their distributions in 2D and 3D10.1016/j.jsg.2011.07.002 ↗
48. Microstructural characterization of yttria-stabilized zirconia sintered at different temperatures using 3D EBSD, 2D EBSD and stereological calculations10.1007/s11665-017-2794-4 ↗
49. Improvements on the recovery of 3D particle size distributions from 2D sections10.1016/j.matchar.2019.109872 ↗
50. Comparison of segmentation of 2D and 3D EBSD measurements in polycrystalline materials
51. Analysis of polycrystalline microstructure of AlMgSc alloy observed by 3D EBSD10.5566/ias.2224 ↗
52. Fatigue crack initiation, slip localization and twin boundaries in a nickel-based superalloy
53. Characterizing microscale deformation mechanisms and macroscopic tensile properties of a high strength magnesium rare-earth alloy: A combined experimental and crystal plasticity approach10.1016/j.actamat.2019.12.012 ↗
54. A quasi-2D integrated experimental–numerical approach to high-fidelity mechanical analysis of metallic microstructures10.1016/j.actamat.2023.119551 ↗
55. Can the average particle section size in a metallographic plane be larger than the true average particle size in a three-dimensional microstructure?10.1007/BF02670761 ↗
56. An improved goldsmith-cruz-orive method for estimation of spherical size distribution from sectional size distribution, suitable for arbitrary size classes10.1016/j.powtec.2021.04.100 ↗