材料科学
弹性模量
产量(工程)
选择(遗传算法)
复合材料
钛合金
变形(气象学)
工作(物理)
模数
延伸率
相(物质)
材料选择
极限抗拉强度
合金
机械工程
计算机科学
机器学习
工程类
化学
有机化学
作者
Camilo Augusto Fernandes Salvador,H.P. Van Landeghem,Renato Altobelli Antunes
标识
DOI:10.1002/adem.202301169
摘要
The aim of the present work is to develop a materials selection strategy for biomedical Ti alloys by combining Ashby's method with a recently published dataset. The selection process concerns mechanical properties such as yield strength, elastic modulus, deformation at rupture, and the cost of the material. Outputs of the selection process point to alloys from both Ti‐Nb and Ti‐Mo systems as viable candidates for joint replacement materials. Additionally, this work discusses the crucial role of certain alloying elements in obtaining high elastic admissible strains, that is, a high yield strength‐to‐modulus ratio. Adding solutes such as Ta, Zr, Sn, Fe, and O is vital to stabilizing the β phase, suppressing the ω phase and increasing mechanical strength. Considering the minimum requirements of a 400 MPa yield strength, and 10% elongation at rupture, the best alloys identified via a multi‐objective optimization approach are Ti‐4.6Mo‐3.3Sn‐1.0Fe‐0.4O, Ti‐22.1Nb‐5Zr‐1.0Fe, and Ti‐20.3Nb‐4.7Ta‐2.5Sn (at%). These compositions present elastic moduli lower than 55 GPa, with an optimal trade‐off between a high elastic admissible strain and low cost. Updated property maps and analyses of conflicting properties are provided to support the conclusions.
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