传统的扫描电镜分析方法,合金物相的三相平衡点均为手工标记。针对扫描电镜金相分析中常碰到的物相分析问题,提出了一种物相三相平衡点的自动识别方法,实现平衡点的智能化标注,提升实验效率。该方法分为三相分割和三相平衡点识别两个阶...传统的扫描电镜分析方法,合金物相的三相平衡点均为手工标记。针对扫描电镜金相分析中常碰到的物相分析问题,提出了一种物相三相平衡点的自动识别方法,实现平衡点的智能化标注,提升实验效率。该方法分为三相分割和三相平衡点识别两个阶段。在分割阶段提出一种无监督分割方法完成三种物相分割,在平衡点识别阶段设计识别算法对分割结果的平衡点区域进行识别。实验结果表明,分割方法在三元合金相图数据集上的平均交并比(Mean Intersection over Union,MIo U)达到49.86%,三相平衡点平均检出率达62%。展开更多
The Co-Cr-W ternary system was critically assessed using the CALPHAD technique.The solution phases including the liquid,γ-Co,ε-Co and α-Cr were described by a substitutional solution model.The σ,μ and R phases we...The Co-Cr-W ternary system was critically assessed using the CALPHAD technique.The solution phases including the liquid,γ-Co,ε-Co and α-Cr were described by a substitutional solution model.The σ,μ and R phases were described by three-sublattice models of（Co,W）8（Cr,W）4（Co,Cr,W）18,（Co,Cr,W）7W2（Co,Cr,W）4 and（Co,W）27（Cr,W）14（Co,Cr,W）12,respectively,in order to reproduce their homogeneity ranges.A self-consistent set of thermodynamic parameters for each phase was derived.The calculated isothermal sections at 1 000,1 200 and 1 350 ℃ are in good agreement with the experimental data.A eutectoid reaction of R μ＋γ-Co＋σ in this ternary system was predicted to occur at 1 022 ℃.展开更多
文摘传统的扫描电镜分析方法,合金物相的三相平衡点均为手工标记。针对扫描电镜金相分析中常碰到的物相分析问题,提出了一种物相三相平衡点的自动识别方法,实现平衡点的智能化标注,提升实验效率。该方法分为三相分割和三相平衡点识别两个阶段。在分割阶段提出一种无监督分割方法完成三种物相分割,在平衡点识别阶段设计识别算法对分割结果的平衡点区域进行识别。实验结果表明,分割方法在三元合金相图数据集上的平均交并比(Mean Intersection over Union,MIo U)达到49.86%,三相平衡点平均检出率达62%。
基金Project(50771027)supported by the National Basic Research Program of ChinaProject(50771027)supported by the National Natural Science Foundation of China
文摘The Co-Cr-W ternary system was critically assessed using the CALPHAD technique.The solution phases including the liquid,γ-Co,ε-Co and α-Cr were described by a substitutional solution model.The σ,μ and R phases were described by three-sublattice models of（Co,W）8（Cr,W）4（Co,Cr,W）18,（Co,Cr,W）7W2（Co,Cr,W）4 and（Co,W）27（Cr,W）14（Co,Cr,W）12,respectively,in order to reproduce their homogeneity ranges.A self-consistent set of thermodynamic parameters for each phase was derived.The calculated isothermal sections at 1 000,1 200 and 1 350 ℃ are in good agreement with the experimental data.A eutectoid reaction of R μ＋γ-Co＋σ in this ternary system was predicted to occur at 1 022 ℃.
