论文标题

来自高通量第一原理计算的热化学数据库及其在分析AM-BABRICTAID IN718中的相位演变中的应用

A Thermochemical Database from High-throughput First-Principles Calculations and Its Application to Analyzing Phase Evolution in AM-fabricated IN718

论文作者

Wang, Yi, Lia, Frederick, Wang, Ke, McNamara, Kevin, Ji, Yanzhou, Chong, Xiaoyu, Shang, Shun-Li, Liu, Zi-Kui, Martukanitz, Richard P., Chen, Long-Qing

论文摘要

基于高通量的第一原告声子计算Ni,Fe和CO合金的3000多个原子结构的高通用原理计算,构建了一个全面的热化学数据库,该数据库总共涉及26个元素,包括AL,B,C,C,C,C,C,C,CU,CU,HF,HF,LA,LA,LA,MO,MN,MO,MN,MO,MO,MO,NB,NB,NB,NB,P,RE,P,RE,RE,RE,RU,RU,RU,RU,SERNE,s,s,s,s,s,数据在很大程度上无法从现有实验中获得。该数据库可以通过最小化化学势来直接在给定温度下直接从第一原理来预测在给定温度下的平衡相的组成和分数。它应用于添加性生产的基于镍的IN718 Superaly合金,以用温度分析相位的演变。 In particular, we successfully predicted the formation of L1$_0$-FeNi, $γ'$-Ni$_3$(Fe,Al), $α$-Cr, $γ$-Ni$_3$(Nb,Mo), $γ''$-Ni$_3$Nb , and $η$-Ni$_3$Ti at low temperatures, $γ'$-Ni$_3$Al, $δ$-Ni$_3$Nb, $γ''$-Ni$_3$Nb, $α$-Cr, and $γ$-Ni(Fe,Cr,Mo) at intermediate temperatures, and $δ$-Ni$_3$Nb and $γ$-Ni(Fe,Cr,Mo) at high temperatures in IN718.这些预测通过EDS映射的组成分布和相位分布的相应识别来验证。预计该数据库将成为未来热力学分析和涉及26个元素的合金的微观结构预测的宝贵来源。

A comprehensive thermochemical database is constructed based on high-throughput first-principles phonon calculations of over 3000 atomic structures in Ni, Fe, and Co alloys involving a total of 26 elements including Al, B, C, Cr, Cu, Hf, La, Mn, Mo, N, Nb, O, P, Re, Ru, S, Si, Ta, Ti, V, W, Y, and Zr, providing thermochemical data largely unavailable from existing experiments. The database can be employed to predict the equilibrium phase compositions and fractions at a given temperature and an overall chemical composition directly from first-principles by minimizing the chemical potential. It is applied to the additively manufactured nickel-based IN718 superalloy to analyze the phase evolution with temperature. In particular, we successfully predicted the formation of L1$_0$-FeNi, $γ'$-Ni$_3$(Fe,Al), $α$-Cr, $γ$-Ni$_3$(Nb,Mo), $γ''$-Ni$_3$Nb , and $η$-Ni$_3$Ti at low temperatures, $γ'$-Ni$_3$Al, $δ$-Ni$_3$Nb, $γ''$-Ni$_3$Nb, $α$-Cr, and $γ$-Ni(Fe,Cr,Mo) at intermediate temperatures, and $δ$-Ni$_3$Nb and $γ$-Ni(Fe,Cr,Mo) at high temperatures in IN718. These predictions are validated by EDS mapping of compositional distributions and corresponding identifications of phase distributions. The database is expected to be a valuable source for future thermodynamic analysis and microstructure prediction of alloys involving the 26 elements.

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