Modeling the effect of prior austenite grain size on bainite formation kinetics
Source abstract
Abstract
While experiments show that refining the prior austenite grain size can either accelerate or decelerate bainite formation in steels, kinetic models based on the successive nucleation of bainitic ferrite subunits can only predict an acceleration. In this work we develop a physically-based model for bainite kinetics assuming a displacive growth mechanism which is able to reproduce both faster and slower bainite formation kinetics induced by austenite grain refinement. A theoretical analysis of the model and comparison against published experimental data show that slower kinetics for smaller grains is favored as the difference between the activation energy for grain boundary and autocatalytic nucleation of bainite increases, and as the austenite grain refinement results in finer bainite sub-units. We also theoretically analyze the density of initially present potential nucleation sites for bainite and show that the values of density used in other published bainite nucleation models are mostly underestimated. After using physically consistent values for the density of potential nucleation sites, we were able to calculate the apparent lengthening rate of bainite sheaves which were in line with experimentally measured lengthening rates.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Microstructure and Mechanical Properties of Steels · Magnetic Properties and Applications · Hydrogen embrittlement and corrosion behaviors in metals
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (67)
Show source-provided references
1. Bhadeshia · 2015
2. F.G. Caballero, H.K.D.H. Bhadeshia, Garcia-Mateo, Caballero, Bhadeshia - 2008 - Acceleration of Low-temperature Bainite, 43 (2003) 1821–1825.10.2355/isijinternational.43.1821 ↗
3. Acceleration of the super bainite transformation through a coarse austenite grain size10.1016/j.matlet.2014.02.051 ↗
4. Influence of austenite grain size upon isothermal transformation behavior of SAE 4140 steel
5. J. Barford, W.S. Owen, The effect of austenite grain size and temperature on the rate of the bainite transformation, 197 (1961) 359–360.10.1007/BF00814454 ↗
6. Transformation kinetics of bainite during isothermal holding and continuous cooling10.2355/tetsutohagane1955.68.3_461 ↗
7. The effect of austenitizing treatment on formation of lower bainite in a plain carbon steel
8. Cyclic re-austenitizing10.1016/0025-5416(79)90141-1 ↗
9. Effect of austenite grain size and bainite morphology on overall kinetics of bainite transformation in steels10.1179/026708399101506210 ↗
10. Effect of austenite grain size on isothermal bainite transformation in low carbon microalloyed steel10.1179/1743284710Y.0000000026 ↗
11. Effect of austenite grain size on transformation of nanobainite and its mechanical properties10.1016/j.msea.2016.04.041 ↗
12. Bainite transformation and resultant tensile properties of 0.6%c low alloyed steels with different prior austenite grain sizes10.2355/isijinternational.ISIJINT-2020-389 ↗
13. A new approach to quantitative analysis of bainitic transformation in a superbainite steel10.1016/j.scriptamat.2013.01.033 ↗
14. Effect of austenitizing temperature and prior martensite on ultra-fine bainite transformation kinetics10.3390/met9121309 ↗
15. Effect of prior austenite grain size on bainitic transformation above and below Ms in medium Mn steel
16. Effect of prior austenite grain size on the formation of carbide-free bainite in low-alloy steel10.1080/14786435.2020.1764653 ↗
17. A new systematic approach based on dilatometric analysis to track bainite transformation kinetics and the influence of the prior austenite grain size10.3390/met11020324 ↗
18. Exploring bainite formation kinetics distinguishing grain-boundary and autocatalytic nucleation in high and low-Si steels10.1016/j.actamat.2015.11.044 ↗
19. Evaluation of displacive models for bainite transformation kinetics in steels10.2320/matertrans.47.1492 ↗
20. Modeling of isothermal bainite formation based on the nucleation kinetics10.3139/146.101695 ↗
21. The bainite controversy10.1179/1743284712Y.0000000157 ↗
22. Effect of Si on bainitic transformation kinetics in steels explained by carbon partitioning, carbide formation, dislocation densities, and thermodynamic conditions
23. The nucleation of martensite
24. Modeling start curves of bainite formation10.1007/s11661-009-0106-9 ↗
25. The kinetics of grain boundary nucleated reactions10.1016/0001-6160(56)90041-4 ↗
26. Bainite growth retardation due to mechanical stabilisation of austenite10.1016/j.mtla.2019.100384 ↗
27. Modelling upper and lower bainite transformation in steels10.4028/www.scientific.net/MSF.426-432.1405 ↗
28. Bainite transformation kinetics Part 1 modified model10.1179/mst.1992.8.11.985 ↗
29. A model of isothermal and non isothermal transformation10.2355/isijinternational.42.1010 ↗
30. Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces10.1023/A:1008202821328 ↗
31. LMFIT: non-linear least-square minimization and curve-fitting for Python
32. SciPy 1.0: fundamental ss for scientific computing in Python10.1038/s41592-019-0686-2 ↗
33. Parker · 1997
34. Exploring the correlation between the austenite yield strength and the bainite lath thickness10.1016/j.msea.2018.06.041 ↗
35. A physically based approach to model the incomplete bainitic transformation in high-Si steels10.3139/146.110744 ↗
36. Thermo-Calc & DICTRA, computational tools for materials science
37. Mechanism of bainite formation in steels10.1016/0001-6160(80)90082-6 ↗
38. Growth of bainitic ferrite and carbon partitioning during the early stages of bainite transformation in a 2 mass% silicon steel studied by in situ neutron diffraction, TEM and APT10.1107/S1600576716000418 ↗
39. Effect of cooling temperature field on formation of shelf-like bainite in high carbon silicon steel10.1016/j.msea.2018.02.061 ↗
40. In situ TEM observations of the growth of bainitic ferrite in an Fe-0.3C-3Mn-1.5Si-0.15Mo steel10.1016/j.actamat.2023.118924 ↗
41. Aspect ratio of bainite in steels10.1016/S0167-577X(00)00110-5 ↗
42. Kinetics of the bainite transformation10.1098/rspa.2003.1225 ↗
43. A general mechanism of martensitic nucleation: part I. General concepts and the FCC → HCP transformation
44. A general equation prescribing the extent of the austenite-martensite transformation in pure iron-carbon alloys and plain carbon steels10.1016/0001-6160(59)90170-1 ↗
45. A new physical model for the kinetics of the bainite transformation10.2355/isijinternational.46.712 ↗
46. Bainite formation kinetics in high carbon alloyed steel10.1016/j.msea.2006.11.173 ↗
47. An improved model for bainite formation at isothermal temperatures10.1016/j.scriptamat.2010.09.009 ↗
48. Singh · 1998
49. New model for the overall transformation kinetics of bainite. Part 1: the model10.2320/matertrans.47.2465 ↗
50. A semi-physical α-β model on bainite transformation kinetics and carbon partitioning10.1016/j.actamat.2021.116701 ↗
51. Bainitic transformation and generalized stability10.1016/j.scriptamat.2023.115311 ↗
52. Characterization and visualization of grain boundary disconnections10.1016/j.actamat.2022.118067 ↗
53. Grain-boundary fine structure in an Iron Alloy10.1063/1.1657955 ↗
54. The kinetics of isothermal martensitic transformation in an Fe-23.2wt.%Ni-2.8wt.%Mn alloy10.1016/0025-5416(86)90303-4 ↗
55. Nucleation of the isothermal martensitic transformation10.1016/0001-6160(69)90058-3 ↗
56. Grain nucleation and growth during phase transformations10.1126/science.1076681 ↗
57. Kinetics of γ→γ phase transformation in Fe-Mn alloys containing low manganese10.1179/mst.1998.14.1.10 ↗
58. A general mechanism of martensitic nucleation: part III. Kinetics of martensitic nucleation10.1007/BF02654989 ↗
59. Thermally activated deformation of metals10.1007/BF03378292 ↗
60. Diffusion-controlled lengthening rates of bainitic ferrite a part of the steel genome10.1007/s11661-019-05208-x ↗
61. Effects of transformation temperature on variant pairing of bainitic ferrite in low carbon steel10.1016/j.actamat.2011.12.018 ↗
62. Effect of boron segregation on bainite nucleation during isothermal transformation10.1016/j.scriptamat.2021.114286 ↗
63. Austenite grain boundary segregation and precipitation of boron in low-C steels and their role on the heterogeneous nucleation of ferrite10.1016/j.actamat.2023.118947 ↗
64. Measurement and interpretation of isothermal martensitic kinetics10.1007/BF02814878 ↗
65. Assessing the scale contributing factors of three carbide-free bainitic steels: a complementary theoretical and experimental approach10.1016/j.matdes.2020.109217 ↗
66. Materials characterization effect of prior austenite grain size on the tensile properties and fracture toughness of nano-structured bainite10.1016/j.matchar.2022.112214 ↗
67. Effect of prior austenite grain size on the morphology of nano-bainitic steels10.1007/s11661-018-4492-8 ↗