Phenomenological Constitutive Models for Hot Deformation Behavior of Ti6Al4V Alloy Manufactured by Directed Energy Deposition Laser
Abstract
:1. Introduction
2. Experimental Methodology
Specimen Preparation
3. Results and Discussion
3.1. Flow Behavior
3.2. Modified Johnson–Cook Model
3.3. Strain Compensated Arrhenius Model (SCAM)
3.4. Modified Fields–Backofen (F-B) Model
3.5. Evaluation of the Phenomenological Models
4. Conclusions
- The deformation activation energy decrease from 435 kJ·mol−1 to 340 kJ·mol−1 with the increasing of strain increasing from 0.1 to 0.6, and this value is lower than that reported for conventional Ti6Al4V alloy.
- The AARE values for modified J-C model by TLRM and NRA were 12.74% and 11.80%, and the corresponding RMSE values were 30.17 MPa and 22.64 MPa, respectively. The AARE values for modified SCAM model by TLRM and NRA were 9.42% and 8.96%, and the corresponding RMSE values were 20.32 MPa and 19.3 MPa, respectively. Compared with the TLRM, the NRA improves the accuracy of J-C model, while it has limited effect on that of SCAM model. Compared with traditional linear fitting, nonlinear fitting is more suitable for parameter identification of constitutive model.
- The AARE values for modified J-C, SCAM, and modified F-B models by NRA were 11.8%, 8.96%, and 9.08%, respectively, and the corresponding RMSE values were 22.64 MPa, 19.3 MPa, and 18.24 MPa. The accuracy of modified F-B and SCAM model is higher than that of modified J-C model. The modified F-B model is most suitable for the flow stress prediction in this study.
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Element | Al | V | C | Fe | O | N | H | Ti |
---|---|---|---|---|---|---|---|---|
Composition (wt %) | 6.02 | 4 | 0.06 | 0.15 | 0.16 | 0.05 | 0.01 | Bal. |
Constants | A1 | B1 | B2 | C1 | λ1 | λ2 |
---|---|---|---|---|---|---|
TLRM | 433.37 | 319.22 | −427.97 | 0.09276 | −0.00601 | 0.0005502 |
NRA | 548.83 | −122.17 | −58.068 | 0.09143 | −0.00547 | 0.000561 |
Parameter | Intercept | F1 | F2 | F3 | F4 | F5 |
---|---|---|---|---|---|---|
0.00483 | 0.01377 | −0.0632 | 0.17456 | −0.22136 | 0.10374 | |
455.59 | −514.96 | 1945.3 | −6090.3 | 9009.3 | −4615.3 | |
4.4958 | −5.7946 | 13.048 | −33.594 | 56.381 | -35.985 | |
46.977 | −64.879 | 274.52 | −872.85 | 1304.2 | −687.92 |
Parameter | Intercept | F1 | F2 | F3 | F4 | F5 |
---|---|---|---|---|---|---|
0.01114 | −0.01387 | −0.06599 | 0.34121 | −0.54174 | 0.30837 | |
504.66 | −1418.2 | 8552.8 | −28,366 | 43,965 | −25,258 | |
3.5120 | −12.246 | 109.50 | −374.05 | 563.21 | −316.30 | |
48.139 | −143.28 | 961.94 | −3229.2 | 4974.5 | −2844.5 |
K1 | K2 | K3 | n4 | n5 | n6 | m1 | m2 | b | s |
---|---|---|---|---|---|---|---|---|---|
10,772,259 | 270,817.1 | −8,034,816,343 | −0.61745 | 0.037598 | −1.09516 | 0.00113 | −0.00846 | −0.46746 | 733.0061 |
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Niu, Y.; Sun, Z.; Wang, Y.; Niu, J. Phenomenological Constitutive Models for Hot Deformation Behavior of Ti6Al4V Alloy Manufactured by Directed Energy Deposition Laser. Metals 2020, 10, 1496. https://doi.org/10.3390/met10111496
Niu Y, Sun Z, Wang Y, Niu J. Phenomenological Constitutive Models for Hot Deformation Behavior of Ti6Al4V Alloy Manufactured by Directed Energy Deposition Laser. Metals. 2020; 10(11):1496. https://doi.org/10.3390/met10111496
Chicago/Turabian StyleNiu, Yong, Zhonggang Sun, Yaoqi Wang, and Jiawei Niu. 2020. "Phenomenological Constitutive Models for Hot Deformation Behavior of Ti6Al4V Alloy Manufactured by Directed Energy Deposition Laser" Metals 10, no. 11: 1496. https://doi.org/10.3390/met10111496