journal article·2025-05Open access

Physically-based constitutive model and dynamic recrystallization behavior of AISI 4330V mod. Alloy steel under hot working conditions

Jungmin Lee, Sungryul Kim, Byoungkoo Kim, Donghwan Kim

Abstract

This study was designed to propose a method for more accurately predicting high-temperature flow stress curves that include the dynamic recrystallization (DRX) behavior of ingot-forged AISI 4330V mod. alloy steel. Experimental flow stress curves were obtained through hot compression tests conducted under various temperatures and strain rates. The high-temperature constitutive model was established using the physically-based Estrin–Mecking (EM) model in combination with the Avrami equation. To enhance prediction accuracy, key variables such as characteristic stresses, strains, and material constants used in the model were expressed not only as functions of the Zener–Hollomon parameter (Z), but also as functions of forming temperature and strain rate. Finally, macro- and microstructural analyses were conducted to evaluate internal defects, material flow characteristics, and recrystallized microstructures of the compressed specimens. The results showed that the proposed constitutive model could predict the flow stress behavior with high accuracy, yielding a correlation coefficient (R) of 0.9981 and an average absolute relative error (AARE) of 1.66%.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Metallurgy and Material Forming · Microstructure and mechanical properties · Microstructure and Mechanical Properties of Steels

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

References (36)

Show source-provided references
1. Effect of high temperature thermomechanical treatment on the mechanical properties of vanadium-modified AISI 4330 steel10.1007/BF02396873 ↗
2. Cracking mechanisms in large size ingots of high nickel content low alloyed steel10.1016/j.engfailanal.2016.05.027 ↗
3. Development of a processing map for use in warm-forming and hot-forming processes10.1007/BF02643490 ↗
4. Instability criteria for hot deformation of materials10.1179/095066000771048782 ↗
5. Hot deformation behavior of a nickel-modified AISI 4330 steel10.2355/isijinternational.ISIJINT-2018-034 ↗
6. A review of the stages of work hardening10.4028/www.scientific.net/SSP.35-36.1 ↗
7. Prasad · 2015 · 1
8. A unified phenomenological description of work hardening and creep based on one-parameter models10.1016/0001-6160(84)90202-5 ↗
9. The flow stress–strain and dynamic recrystallization kinetics behavior of high-grade pipeline steels10.3390/ma15207356 ↗
10. Artificial neural network modified constitutive descriptions for hot deformation and kinetic models for dynamic recrystallization of novel AZE311 and AZX311 alloys10.1016/j.msea.2021.141259 ↗
11. Modeling of strain hardening and dynamic recrystallization of ZK60 magnesium alloy during hot deformation10.1016/S1003-6326(11)61167-9 ↗
12. Evolution of activation energies for hot deformation of 7150 aluminum alloys with various Zr and V additions10.1016/j.msea.2015.09.105 ↗
13. The Avrami kinetics of dynamic recrystallization10.1016/j.actamat.2009.02.033 ↗
14. Hot deformation behavior and constitutive modeling of VCN200 low alloy steel10.1016/j.apm.2012.01.008 ↗
15. Constitutive modelling of high temperature flow behaviour for a low carbon high silicon bainitic steel10.1590/1980-5373-mr-2020-0264 ↗
16. Review on modeling and simulation of dynamic recrystallization of martensitic stainless steels during bulk hot deformation10.1016/j.jmrt.2022.03.179 ↗
17. Recent developments in modeling the hot working behavior of metallic materials10.1007/BF02745160 ↗
18. Constitutive equation and characterization of the nickel-based alloy 82510.3390/met12091496 ↗
19. A physically-based constitutive model for a typical nickel-based superalloy10.1016/j.commatsci.2013.11.003 ↗
20. www.taewoong.com.
21. A new method for evaluation of friction in bulk metal forming10.1016/j.jmatprotec.2004.03.029 ↗
22. Hot deformation and processing window optimization of a 70MnSiCrMo carbide-free bainitic steel10.3390/ma10030318 ↗
23. Study on constitutive modeling and processing maps for hot deformation of medium carbon Cr–Ni–Mo alloyed steel10.1016/j.matdes.2015.11.036 ↗
24. A comparative study on constitutive relationship of as-cast 904L austenitic stainless steel during hot deformation based on Arrhenius-type and artificial neural network models10.1016/j.commatsci.2012.07.028 ↗
25. Investigation of constitutive relationship and dynamic recrystallization behavior of 22MnB5 during hot deformation10.1016/j.rinp.2019.102426 ↗
26. Hot deformation behavior of Ti-15-3 titanium alloy: a study using processing maps, activation energy map, and Zener–Hollomon parameter map10.1007/s10853-012-6253-1 ↗
27. The adiabatic correction factor for deformation heating during the uniaxial compression test10.1361/105994901770344593 ↗
28. High temperature deformation behavior of near alpha Ti-5.6Al-4.8Sn-2.0Zr alloy10.1016/j.jmatprotec.2006.10.002 ↗
29. Superplasticity in a fine-grained Al–Zn–Mg–Cu alloy produced by powder metallurgy10.1007/s10853-010-4610-5 ↗
30. Critical strain for dynamic recrystallization in variable strain rate hot deformation10.2355/isijinternational.43.692 ↗
31. Initiation of dynamic recrystallization in constant strain rate hot deformation10.2355/isijinternational.43.684 ↗
32. Constitutive modeling for elevated temperature flow behavior of 42CrMo steel10.1016/j.commatsci.2007.08.011 ↗
33. High temperature deformation behavior of 4340 steel: activation energy calculation and modeling of flow response10.1016/S1006-706X(13)60226-5 ↗
34. Dynamic recrystallization behavior of vanadium micro-alloyed forging medium carbon steel10.2355/isijinternational.54.650 ↗
35. Prediction of flow stress of annealed 7075 Al alloy in hot deformation using strain-compensated Arrhenius and neural network models10.3390/ma14205986 ↗
36. Finite element modeling of hot compression testing of titanium alloys10.1007/s11665-022-06750-3 ↗