谷物生长平均场模型关于预测的谷物大小分布的比较
Marion Roth1, Baptiste Flipon1, Nathalie Bozzolo1
1Mines Paris, PSL University, Centre for Material Forming (CEMEF), UMR CNRS, 06904 Sophia Antipolis, France.
Materials (Basel, Switzerland)
|October 28, 2023
概括
这项研究比较了平均场模型,用于预测在316L钢中谷粒生长期间的谷粒大小演变. 拓模型对单模分布显示了轻微的改进,但总体上提供了最小的好处.
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.
- 计算建模 计算建模
背景情况:
- 平均场模型对于在热力学条件下预测材料微观结构演变至关重要.
- 了解颗粒大小分布是材料性质预测的关键.
- 现有的模型在微观结构和邻近拓的表示上有所不同.
研究的目的:
- 为了比较不同的平均场模型来预测谷物生长期间的谷物大小分布.
- 评估微结构表示,特别是邻域拓学的对模型预测的影响.
- 用316L奥氏体不钢的实验数据验证模型.
主要方法:
- 在谷物生长条件下对各种平均场型的比较.
- 调查不同的微观结构表示,包括邻近拓.
- 使用316L钢实验热处理数据进行参数识别.
- 模型应用于单模和双模初始粒度分布.
主要成果:
- 拓平均场模型证明了对单模粒度分布的预测准确度有所提高.
- 在双模情况下,相对模型比较显示出预测中的小差异.
- 包括邻近拓在内,通常只会比经典模型带来微不足道的改进.
结论:
- 平均场模型中的拓考虑在谷物生长预测方面提供了有限的优势.
- 经典的平均场模型仍然有效,特别是当实现的复杂性是一个因素时.
- 可能需要进一步的研究,以充分利用拓信息在微观结构建模.
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