Modeling hot deformation behavior of low-cost Ti-2Al-9.2Mo-2Fe beta titanium alloy using a deep neural network

2019 ◽  
Vol 35 (5) ◽  
pp. 907-916 ◽  
Author(s):  
Cheng-Lin Li ◽  
P.L. Narayana ◽  
N.S. Reddy ◽  
Seong-Woo Choi ◽  
Jong-Taek Yeom ◽  
...  
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pp. 945-952 ◽  
Author(s):  
J.K. Fan ◽  
H.C. Kou ◽  
M.J. Lai ◽  
B. Tang ◽  
H. Chang ◽  
...  

Wear ◽  
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Vol 426-427 ◽  
pp. 952-960 ◽  
Author(s):  
Eleanor Redmore ◽  
Xiaoying Li ◽  
Hanshan Dong

1974 ◽  
Vol 22 (11) ◽  
pp. 1443-1448 ◽  
Author(s):  
Ernest Levine ◽  
Steven Hayden ◽  
Harold Margolin

2016 ◽  
Vol 45 (4) ◽  
pp. 901-906 ◽  
Author(s):  
Haisheng Chen ◽  
Xianghong Liu ◽  
Guangfa Liu ◽  
Xiaodong Tang ◽  
Jinhua Luo ◽  
...  

2013 ◽  
Vol 17 (5) ◽  
pp. 1523-1528
Author(s):  
Bao-Hua Jia ◽  
Wei-Dong Song ◽  
Hui-Ping Tang ◽  
Jian-Guo Ning

Isothermal compression tests of TC18 titanium alloy at the deformation temperatures ranging from 25?C to 800?C and strain rate ranging from 10-4 to 10-2 s-1 were conducted by using a WDW-300 electronic universal testing machine. The hot deformation behavior of TC18 was characterized based on an analysis of the true stress-true strain curves of TC18 titanium alloy. The curves show that the flow stress increases with increasing the strain rate and decreases with increasing the temperature, and the strain rate play an important role in the flow stress when increasing the temperatures. By taking the effect of strain into account, an improved constitutive relationship was proposed based on the Arrhenius equation. By comparison with the experimental results, the model prediction agreed well with the experimental data, which demonstrated the established constitutive relationship was reliable and can be used to predict the hot deformation behavior of TC18 titanium alloy.


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