Experimental and numerical study on the temperature sensitivity of the dynamic recrystallization activation energy and strain rate exponent in the JMAK model

The temperature dependency of the dynamic recrystallization (DRX) activation energy and strain rate exponent, which are major material properties in the Johnson–Mehl–Avrami–Kolmogorov (JMAK) model affecting the DRX phenomenon, are quantitatively presented in experimental and numerical ways. A finite...

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Main Authors: Missam Irani, Sugun Lim, Mansoo Joun
Format: Article
Language:English
Published: Elsevier 2019-04-01
Series:Journal of Materials Research and Technology
Online Access:http://www.sciencedirect.com/science/article/pii/S2238785418305325
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spelling doaj-29a004f025214acb9131e2cdd2c506792020-11-25T01:25:05ZengElsevierJournal of Materials Research and Technology2238-78542019-04-018216161627Experimental and numerical study on the temperature sensitivity of the dynamic recrystallization activation energy and strain rate exponent in the JMAK modelMissam Irani0Sugun Lim1Mansoo Joun2Graduate School of Mechanical and Aerospace Engineering, Gyeongsang National University, Jinju-City 664-953, Republic of KoreaSchool of Materials Science and Engineering, Gyeongsang National University, Jinju-City 664-953, Republic of KoreaReCAFT, School of Mechanical and Aerospace Engineering, Gyeongsang National University, Jinju-City 664-953, Republic of Korea; Corresponding author.The temperature dependency of the dynamic recrystallization (DRX) activation energy and strain rate exponent, which are major material properties in the Johnson–Mehl–Avrami–Kolmogorov (JMAK) model affecting the DRX phenomenon, are quantitatively presented in experimental and numerical ways. A finite element analysis-based optimization method was used to acquire the material properties of the JMAK model. The first and second stages of a three-stage hot forging process for a bearing outer race were used to obtain and verify all of the material properties, including the DRX activation energy and the strain rate exponent of the JMAK model, which were assumed to be constants or functions of temperature. The predicted grain size after the third stage obtained with the optimized material properties was compared with the experimental values to validate the acquired material properties and reveal the dependence of the two major material properties on temperature. The comparison showed that the difference between the measured and predicted grain sizes was significantly smaller for temperature-dependent material properties, indicating that the DRX activation energy and strain rate exponent are highly temperature-dependent. Keywords: Activation energy, Dynamic recrystallization, Grain size, JMAK model, Strain rate exponent, Temperature effecthttp://www.sciencedirect.com/science/article/pii/S2238785418305325
collection DOAJ
language English
format Article
sources DOAJ
author Missam Irani
Sugun Lim
Mansoo Joun
spellingShingle Missam Irani
Sugun Lim
Mansoo Joun
Experimental and numerical study on the temperature sensitivity of the dynamic recrystallization activation energy and strain rate exponent in the JMAK model
Journal of Materials Research and Technology
author_facet Missam Irani
Sugun Lim
Mansoo Joun
author_sort Missam Irani
title Experimental and numerical study on the temperature sensitivity of the dynamic recrystallization activation energy and strain rate exponent in the JMAK model
title_short Experimental and numerical study on the temperature sensitivity of the dynamic recrystallization activation energy and strain rate exponent in the JMAK model
title_full Experimental and numerical study on the temperature sensitivity of the dynamic recrystallization activation energy and strain rate exponent in the JMAK model
title_fullStr Experimental and numerical study on the temperature sensitivity of the dynamic recrystallization activation energy and strain rate exponent in the JMAK model
title_full_unstemmed Experimental and numerical study on the temperature sensitivity of the dynamic recrystallization activation energy and strain rate exponent in the JMAK model
title_sort experimental and numerical study on the temperature sensitivity of the dynamic recrystallization activation energy and strain rate exponent in the jmak model
publisher Elsevier
series Journal of Materials Research and Technology
issn 2238-7854
publishDate 2019-04-01
description The temperature dependency of the dynamic recrystallization (DRX) activation energy and strain rate exponent, which are major material properties in the Johnson–Mehl–Avrami–Kolmogorov (JMAK) model affecting the DRX phenomenon, are quantitatively presented in experimental and numerical ways. A finite element analysis-based optimization method was used to acquire the material properties of the JMAK model. The first and second stages of a three-stage hot forging process for a bearing outer race were used to obtain and verify all of the material properties, including the DRX activation energy and the strain rate exponent of the JMAK model, which were assumed to be constants or functions of temperature. The predicted grain size after the third stage obtained with the optimized material properties was compared with the experimental values to validate the acquired material properties and reveal the dependence of the two major material properties on temperature. The comparison showed that the difference between the measured and predicted grain sizes was significantly smaller for temperature-dependent material properties, indicating that the DRX activation energy and strain rate exponent are highly temperature-dependent. Keywords: Activation energy, Dynamic recrystallization, Grain size, JMAK model, Strain rate exponent, Temperature effect
url http://www.sciencedirect.com/science/article/pii/S2238785418305325
work_keys_str_mv AT missamirani experimentalandnumericalstudyonthetemperaturesensitivityofthedynamicrecrystallizationactivationenergyandstrainrateexponentinthejmakmodel
AT sugunlim experimentalandnumericalstudyonthetemperaturesensitivityofthedynamicrecrystallizationactivationenergyandstrainrateexponentinthejmakmodel
AT mansoojoun experimentalandnumericalstudyonthetemperaturesensitivityofthedynamicrecrystallizationactivationenergyandstrainrateexponentinthejmakmodel
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