Acta Metallurgica Sinica (English Letters) ›› 2018, Vol. 31 ›› Issue (3): 234-244.DOI: 10.1007/s40195-017-0697-x
• Orginal Article • Previous Articles Next Articles
Jian Peng1,2, Jian Peng1(
), Kai-Shang Li1, Jun-Feng Pei1, Chang-Yu Zhou3
Received:2017-10-28
Revised:2017-11-28
Online:2018-03-15
Published:2018-03-19
Jian Peng, Jian Peng, Kai-Shang Li, Jun-Feng Pei, Chang-Yu Zhou. Temperature-Dependent SRS Behavior of 316L and Its Constitutive Model[J]. Acta Metallurgica Sinica (English Letters), 2018, 31(3): 234-244.
Fig. 1 Comparison between the results of SRJT and CSRT: a the control mode of strain rate; b the entire view of stress-strain curves; c-f the local magnified views at different temperatures
| Model equation | Number of material constants | |
|---|---|---|
| Arrhenius [ | \(\dot{\varepsilon}\)=A[sinh(ασ)]nexp(-Q/RT) | 20 (with 4th polynomial) |
| Johnson-Cook [ | σ=(A+Bεn)(1+Cln\(\dot{\varepsilon}\)?)(1-T?m) | 5 |
| Zerilli-Armstrong [ | σ=(C1+C2εn)exp{(C3+C4ε)T?+(C5+C6T?)ln\(\dot{\varepsilon}\)?} | 6 |
| Neural network [ | Artificial intelligence technology | - |
Table 1 Characteristics of different constitutive models
| Model equation | Number of material constants | |
|---|---|---|
| Arrhenius [ | \(\dot{\varepsilon}\)=A[sinh(ασ)]nexp(-Q/RT) | 20 (with 4th polynomial) |
| Johnson-Cook [ | σ=(A+Bεn)(1+Cln\(\dot{\varepsilon}\)?)(1-T?m) | 5 |
| Zerilli-Armstrong [ | σ=(C1+C2εn)exp{(C3+C4ε)T?+(C5+C6T?)ln\(\dot{\varepsilon}\)?} | 6 |
| Neural network [ | Artificial intelligence technology | - |
| A (MPa) | B (MPa) | n | C | m |
|---|---|---|---|---|
| 356.09 | 1264.35 | 0.77 | 0.008 | 1.28 |
Table 2 Parameters of classical J-C model
| A (MPa) | B (MPa) | n | C | m |
|---|---|---|---|---|
| 356.09 | 1264.35 | 0.77 | 0.008 | 1.28 |
| Researchers | Materials | Improvement |
|---|---|---|
| Lin et al. [16] Li et al. [17] He et al. [36] | Alloy steel | Considering the coupled effects of strain rate and temperature |
| Zhao et al. [37] | Fe-Cr alloy | Considering strain rate softening |
| Wang et al. [38] | Inconel 718 | Relating parameter C with strain rate and temperature by sine function |
Table 3 Development of Johnson-Cook model
| Researchers | Materials | Improvement |
|---|---|---|
| Lin et al. [16] Li et al. [17] He et al. [36] | Alloy steel | Considering the coupled effects of strain rate and temperature |
| Zhao et al. [37] | Fe-Cr alloy | Considering strain rate softening |
| Wang et al. [38] | Inconel 718 | Relating parameter C with strain rate and temperature by sine function |
| A (MPa) | B (MPa) | n | C 1 | C 2 | C 3 | D 1 | D 2 | D 3 |
|---|---|---|---|---|---|---|---|---|
| 356.09 | 1264.35 | 0.77 | 0.008 | 0.006 | 0.08 | 0.996 | - 1.14 | 1.83 |
Table 4 Parameters of the improved J-C model
| A (MPa) | B (MPa) | n | C 1 | C 2 | C 3 | D 1 | D 2 | D 3 |
|---|---|---|---|---|---|---|---|---|
| 356.09 | 1264.35 | 0.77 | 0.008 | 0.006 | 0.08 | 0.996 | - 1.14 | 1.83 |
Fig. 11 Comparison of statistical parameters between classical J-C model and improved J-C model at different temperatures Since the improved J-C model suitably considers the temperature-dependent SRS behavior with Eq. (13), correlation coefficients and mean errors of the improved J-C model hardly vary with temperature. Above all, comparing statistical parameters of two constitutive models, the improved J-C model considering the temperature-dependent SRS behavior can describe the SRS and TS of 316L with higher accuracy.
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