对于SAE 5120钢的高温应力-拉伸数据,在各种拉伸率下
Philippe Moreau1, Jean-Dominique Guérin1, José Grégorio La Barbara Sosa1
1UMR 8201, LAMIH, Laboratoire d'Automatique de Mécanique et d'Informatique Industrielles et Humaines, CNRS, Université Polytechnique Hauts-de-France, Valenciennes F-59313, France.
Data in brief
|July 14, 2025
概括
这项研究开发了SAE 5120钢的增量模型,准确地捕捉了热成型期间的流应力和动态再结晶. 该模型增强了用于模拟和机器学习应用的材料数据.
科学领域:
- 材料科学 材料科学 材料科学
- 金工业是金工业的一个方面.
- 计算工程 计算工程 计算工程
背景情况:
- 在汽车,航空航天和建筑领域,SAE 5120钢对高压组件至关重要.
- 准确的材料流应力数据对于热成型过程的有限元模拟至关重要.
- 传统模型无法捕捉动态再结晶 (DRX) 和暂时加载效应.
研究的目的:
- 开发SAE 5120钢的增量构成模型,使用原始的风湿学数据.
- 为了准确地描述奥氏体流应力,将DRX和再结晶体积分数纳入.
- 为有限元模拟和机器学习提供可靠的材料数据.
主要方法:
- 在Gleeble 3500系统 (850°C1200°C,0.01s−110s−1) 上进行轴对称压缩试验.
- 纠正用于增热加热和应变速率变化.
- 基于经过处理的风湿学数据开发一个增量配方模型.
主要成果:
- 增量模型准确地反映了SAE 5120钢的实验流应力行为.
- 该模型成功地结合了动态再结晶 (DRX) 效应.
- 处理的数据适合在有限元模拟中直接使用.
结论:
- 开发的增量模型为SAE 5120钢的热成型模拟提供了更高的精度.
- 这项工作增强了材料数据库,用于先进的计算应用,包括机器学习.
- 该模型为优化制造工艺和材料性能提供了基础.
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