Impact of the plastic deformation microstructure in metals on the kinetics of recrystallization: A phase-field study
Source abstract
Abstract
The sensitivity of recrystallization kinetics in metals to the heterogeneity of microstructure and deformation history is a widely accepted experimental fact. However, most of the available recrystallization models employ either a mean field approach or use grain-averaged parameters, and thus neglecting the mesoscopic heterogeneity induced by prior deformation. In the present study, we investigate the impact of deformation-induced dislocation (subgrain) structure on the kinetics of recrystallization in metals using the phase-field approach. The primary focus here is upon the role of dislocation cell boundaries. The free energy formulation of the phase-field model accounts for the heterogeneity of the microstructure by assigning localized energy to the resulting dislocation microstructure realizations generated from experimental data. These microstructure realizations are created using the universal scaling laws for the spacing and the misorientation angles of both the geometrically necessary and incidental dislocation boundaries. The resulting free energy is used into an Allen-Cahn based model of recrystallization kinetics, which are solved using the finite element method. The solutions thus obtained shed light on the critical role of the spatial heterogeneity of deformation in the non-smooth growth of recrystallization nuclei and on the final grain structure. The results showed that, in agreement with experiment, the morphology of recrystallization front exhibits protrusions and retrusions. By resolving the subgrain structure, the presented algorithm paves the way for developing predictive kinetic models that fully account for the deformed state of recrystallizing metals.
Source: expertdata · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Aluminum Alloy Microstructure Properties · Solidification and crystal growth phenomena · Metallurgy and Material Forming
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (59)
Show source-provided references
1. Current issues in recrystallization: a review10.1016/S0921-5093(97)00424-3 ↗
2. Nucleation and growth during recrystallization10.1590/S1516-14392005000300002 ↗
3. A review of dynamic recrystallization phenomena in metallic materials10.1016/j.matdes.2016.09.012 ↗
4. Dynamic recrystallization mechanisms and twining evolution during hot deformation of Inconel 71810.1016/j.msea.2016.09.100 ↗
5. Humphreys · 2012
6. Deformed metals - structure, recrystallisation and strength10.1179/1743284711Y.0000000046 ↗
7. Plastic deformation structures10.31399/asm.hb.v09.a0003742 ↗
8. Geometrically necessary boundaries, incidental dislocation boundaries and geometrically necessary dislocations10.1016/S1359-6462(02)00358-5 ↗
9. The deformed state and nucleation of recrystallization10.1179/msc.1974.8.1.132 ↗
10. Direct observation of nucleation in the bulk of an opaque sample
11. Heterogeneity in homogeneous nucleation from billion-atom molecular dynamics simulation of solidification of pure metal10.1038/s41467-017-00017-5 ↗
12. Characterization and influence of deformation microstructure heterogeneity on recrystallization10.1088/1757-899X/89/1/012003 ↗
13. Length scales and scaling laws for dislocation cells developed during monotonic deformation of (001) nickel single crystal10.1016/j.ijplas.2015.11.003 ↗
14. Scaling of the spacing of deformation induced dislocation boundaries10.1016/S1359-6454(99)00474-7 ↗
15. Dislocation models of crystal grain boundaries10.1103/PhysRev.78.275 ↗
16. Stored energy, microstructure, and flow stress of deformed metals10.1007/s11661-005-0109-0 ↗
17. Investigation and modeling of recrystallization of cold rolled automotive steels10.1088/1757-899X/124/1/012112 ↗
18. Approaches to modeling of recrystallization10.3390/met1010016 ↗
19. A hybrid model for mesoscopic simulation of recrystallization10.1016/S0927-0256(00)00216-0 ↗
20. Three-dimensional Monte Carlo simulation of recrystallization in silver
21. Modeling planar dislocation boundaries using multi-scale dislocation dynamics plasticity10.1016/j.ijplas.2003.10.004 ↗
22. Multi-scale modeling of dislocation boundaries: understanding interaction and effect of rotation angle10.1016/j.commatsci.2014.08.006 ↗
23. Multiscale Modeling of Recrystallization
24. 3D numerical modeling of dynamic recrystallization under hot working: application to Inconel 71810.1016/j.msea.2015.08.038 ↗
25. Phase-field models in materials science10.1088/0965-0393/17/7/073001 ↗
26. Phase-field models for microstructure evolution10.1146/annurev.matsci.32.112001.132041 ↗
27. An introduction to phase-field modeling of microstructure evolution10.1016/j.calphad.2007.11.003 ↗
28. Quantitative analysis of grain boundary properties in a generalized phase field model for grain growth in anisotropic systems10.1103/PhysRevB.78.024113 ↗
29. Phase-field simulation study of the migration of recrystallization boundaries10.1103/PhysRevB.88.054103 ↗
30. A phase-field simulation study of irregular grain boundary migration during recrystallization10.1088/1757-899X/89/1/012037 ↗
31. Simulating recrystallization in titanium using the phase field method10.1088/1757-899X/89/1/012024 ↗
32. Influence of the mode of deformation on recrystallisation kinetics in Nickel through experiments, theory and phase field model10.1080/14786435.2017.1370146 ↗
33. Recrystallization kinetics: a coupled coarse-grained dislocation density and phase-field approach10.1103/PhysRevB.76.094109 ↗
34. Multiscale hot-working simulations using multi-phase-field and finite element dynamic recrystallization model10.2355/isijinternational.54.452 ↗
35. Extended higher-order multi-phase-field model for three-dimensional anisotropic-grain-growth simulations10.1016/j.commatsci.2016.04.014 ↗
36. Validation of a novel higher-order multi-phase-field model for grain-growth simulations using anisotropic grain-boundary properties10.1016/j.commatsci.2015.10.010 ↗
37. Zhang · 2010 · 14
38. The microstructural origin of work hardening stages10.1016/j.actamat.2018.02.002 ↗
39. In-situ investigation of local boundary migration during recrystallization10.1007/s11661-014-2222-4 ↗
40. 3D Characterization of recrystallization boundaries
41. Plastic deformation structures
42. Local boundary migration during recrystallization in pure aluminium10.1016/j.scriptamat.2010.10.028 ↗
43. Observations of grain boundary protrusions in static recrystallization of high-purity bcc metals10.1016/j.scriptamat.2007.01.032 ↗
44. The microstructural origin of work hardening stages10.1016/j.actamat.2018.02.002 ↗
45. On the implementation of dislocation reactions in continuum dislocation dynamics modeling of mesoscale plasticity10.1016/j.jmps.2021.104327 ↗
46. Influence of geometrical alignment of the deformation microstructure on local migration of grain boundaries during recrystallization: a phase-field study10.1016/j.scriptamat.2020.09.028 ↗
47. Effects of dislocation boundary spacings and stored energy on boundary migration during recrystallization: a phase-field analysis10.1016/j.actamat.2021.117377 ↗
48. Microstructure and strength of nickel at large strains10.1016/S1359-6454(00)00082-3 ↗
49. Internal structures of deformation induced planar dislocation boundaries10.1016/S0921-5093(00)01691-9 ↗
50. The application of EBSD to the study of substructural development in a cold rolled single-phase aluminium alloy10.1016/S1359-6454(02)00513-X ↗
51. Deformation microstructures and selected examples of their recrystallization10.1002/sia.1083 ↗
52. The influence of multiscale heterogeneity on recrystallization in nickel processed by accumulative roll bonding10.1007/s10853-016-0566-4 ↗
53. Polycrystal deformation and single crystal deformation: dislocation structure and flow stress in copper10.1016/S0921-5093(01)01019-X ↗
54. The physics of plastic deformation10.1016/0749-6419(87)90021-0 ↗
55. Overview no. 96 evolution of f.c.c. deformation structures in polyslip10.1016/0956-7151(92)90296-Q ↗
56. Phase field modelling of grain boundary motion driven by curvature and stored energy gradients. Part II: application to recrystallisation10.1080/14786435.2012.717726 ↗
57. Phase field modelling of grain boundary motion driven by curvature and stored energy gradients. Part I: theory and numerical implementation10.1080/14786435.2012.713135 ↗
58. MOOSE: enabling massively parallel multiphysics simulation10.1016/j.softx.2020.100430 ↗
59. NIH Image to ImageJ: 25 years of image analysis10.1038/nmeth.2089 ↗