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新型Ti-Al-Zr-Nb-Mo-Si钛合金热变形行为及基于BP神经网络模型的本构关系研究 被引量:7
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作者 任军帅 李欣琳 +3 位作者 肖松涛 周立鹏 舒滢 张英明 《材料导报》 EI CAS CSCD 北大核心 2020年第S01期283-288,303,共7页
通过热压缩模拟实验,研究了一种新型Ti-Al-Zr-Nb-Mo-Si高强度、高弹性模量钛合金在温度为950~1150℃、应变速率为0.05~1 s-1条件下的流变行为。真应力-真应变曲线表明,变形温度、应变速率对该合金的流变应力影响显著。基于实验数据,利... 通过热压缩模拟实验,研究了一种新型Ti-Al-Zr-Nb-Mo-Si高强度、高弹性模量钛合金在温度为950~1150℃、应变速率为0.05~1 s-1条件下的流变行为。真应力-真应变曲线表明,变形温度、应变速率对该合金的流变应力影响显著。基于实验数据,利用包含应变参量的双曲正弦型Arrhenius方程和BP人工神经网络模型分别构建了变形参数和流变应力的本构关系,并对两种模型进行了对比评价。结果表明,两种模型的平均相对误差值分别为11.21%和2.163%,整体上均可以较好地预测Ti-Al-Zr-Nb-Mo-Si钛合金热压缩流变应力;但相对传统Arrhenius方程,BP人工神经网络模型具有更高的精度和可靠性。 展开更多
关键词 Ti-Al-Zr-Nb-Mo-Si 钛合金 热压缩模拟实验 流变行为 本构方程
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Modeling of metadynamic recrystallization kinetics after hot deformation of low-alloy steel Q345B 被引量:3
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作者 马博 彭艳 +1 位作者 刘云飞 贾斌 《Journal of Central South University》 SCIE EI CAS 2010年第5期911-917,共7页
Based on the steady-state strain measured by single-pass hot compression tests,the method by a double-pass hot compression testing was developed to measure the metadynamic-recrystallization kinetics.The metadynamic re... Based on the steady-state strain measured by single-pass hot compression tests,the method by a double-pass hot compression testing was developed to measure the metadynamic-recrystallization kinetics.The metadynamic recrystallization behavior of low-alloy steel Q345B during hot compression deformation was investigated in the temperature range of 1 000-1 100℃,the strain rate range of 0.01-0.10 s -1 and the interpass time range of 0.5-50 s on a Gleeble-3500 thermo-simulation machine.The results show that metadynamic recrystallization during the interpass time can be observed.As the deformation temperature and strain rate increase,softening caused by metadynamic recrystallization is obvious.According to the data of thermo-simulation,the metadynamic recrystallization activation energy is obtained to be Qmd=100.674 kJ/mol and metadynamic recrystallization kinetics model is set up.Finally,the error analysis of metadynamic recrystallization kinetics model proves that the model has high accuracy(correlation coefficient R=0.988 6). 展开更多
关键词 low-alloy steel kinetics model hot deformation metadynamic recrystallization activation energy
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