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Machine-Learning-Assisted Phase Prediction in High-Entropy Alloys Using Two-Step Feature Selection Strategy 基于两步特征选择策略的高熵合金的机器学习辅助相位预测
IF 3.9 2区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2025-05-24 DOI: 10.1007/s40195-025-01876-4
Jiayu Wang, Ke Liu, Zhao Lei, Xing Li, Li Liu, Sujun Wu

The complex compositions of high-entropy alloys (HEAs) enable a variety of phase structures like FCC single phase, BCC single phase, or duplex FCC + BCC phase. Accurate and efficient prediction of phase structure is crucial for accelerating the discovery of new components and designing HEAs with desired phase structure. In this work, five machine learning strategies were utilized to predict the phase structures of HEAs with a dataset of 296. Specifically, a two-step feature selection strategy was proposed, enabling pronounced improvement in the computational efficiency from 2047 to 12 iterations for each model while ensuring fewer input features and higher prediction accuracy. Compared with traditional valence electron concentration criterion, the prediction accuracy of collected dataset was highly improved from 0.79 to 0.98 for random forest. Furthermore, HEAs with compositions of AlxCoCu6Ni6Fe6 (x = 1, 3, 6) were developed to validate the prediction results of machine learning models, and the mechanical properties as well as corrosion resistance were investigated. It is found that the higher Al content enhances the yield strength but deteriorates corrosion resistance. The present two-step feature selection strategy provides an alternative method that is feasible for predicting the phase structure of HEAs with high efficiency and accuracy.

高熵合金(HEAs)的复杂成分使其具有多种相结构,如FCC单相、BCC单相或双相FCC + BCC相。准确有效的相结构预测对于加速新元件的发现和设计具有理想相结构的HEAs至关重要。在这项工作中,使用五种机器学习策略来预测296个数据集的HEAs的相位结构。具体而言,提出了一种两步特征选择策略,使每个模型的计算效率从2047次迭代显著提高到12次迭代,同时保证了更少的输入特征和更高的预测精度。与传统的价电子浓度准则相比,随机森林的预测精度从0.79提高到0.98。此外,为了验证机器学习模型的预测结果,制备了AlxCoCu6Ni6Fe6 (x = 1,3,6)组成的HEAs,并对其力学性能和耐腐蚀性进行了研究。结果表明,高铝含量提高了屈服强度,但降低了耐蚀性。本文提出的两步特征选择策略为高效、准确地预测HEAs的相结构提供了一种可行的方法。
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引用次数: 0
Effect of Ti2AlC Addition on the Microstructure and Mechanical Property of Additive Manufactured Inconel 718 Alloys via Laser Powder Bed Fusion 添加Ti2AlC对激光粉末床熔敷制备Inconel 718合金组织和力学性能的影响
IF 3.9 2区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2025-05-22 DOI: 10.1007/s40195-025-01877-3
Huihui Wang, Qianying Guo, Chong Li, Lei Cui, Yiming Huang, Yongchang Liu

Improving the high-temperature performance of Inconel 718 (IN718) alloys manufactured via laser powder bed fusion (LPBF) has been the most concerned issue in the industry. In this study, the effects of Ti2AlC inoculants on microstructures and high-temperature mechanical properties of the as-built IN718 composites were investigated. According to statistical results of relative density and unmelted particle area in as-built alloys, the optimal energy of 112 J/mm3 was determined. It was observed that the precipitation of the MC carbide was significantly enhanced with the addition of Ti2AlC, restricting the precipitation of the Laves phase. The MC particles were uniformly distributed along the subgrain boundaries, which contributed to the dispersion strengthening. Meanwhile, the MC particles served as nucleation sites for heterogeneous nucleation during the solidification process, facilitating the refinement of columnar and cellular grains. The simulated Scheil–Gulliver curves showed that the precipitation sequence of phases did not change with Ti2AlC inoculants. The as-built 1%Ti2AlC/IN718 sample demonstrated an ultimate tensile strength of 998.78 MPa and an elongation of 18.04% at 650 °C, revealing a markedly improved mechanical performance compared with the LPBF-manufactured IN718 alloys. The high-temperature tensile strength of 1%Ti2AlC/IN718 sample increased to 1197.99 MPa by heat treatment. It was suggested that dislocation strengthening and ordered strengthening were two most important reinforcement mechanisms.

如何提高激光粉末床熔炼法生产的IN718 (IN718)合金的高温性能一直是业界关注的问题。研究了Ti2AlC孕育剂对IN718复合材料显微组织和高温力学性能的影响。根据铸态合金的相对密度和未熔颗粒面积统计结果,确定最佳能量为112 J/mm3。结果表明,Ti2AlC的加入显著促进了MC碳化物的析出,限制了Laves相的析出。MC颗粒沿亚晶界均匀分布,有利于弥散强化。同时,MC颗粒在凝固过程中充当非均相形核的成核位点,促进了柱状和胞状晶粒的细化。模拟的Scheil-Gulliver曲线表明,Ti2AlC孕育剂没有改变相的析出顺序。在650℃下,1%Ti2AlC/IN718合金的抗拉强度为998.78 MPa,伸长率为18.04%,力学性能明显优于lpbf制备的IN718合金。热处理后,1%Ti2AlC/IN718试样的高温抗拉强度提高到1197.99 MPa。认为错位强化和有序强化是两种最重要的强化机制。
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引用次数: 0
Low-Temperature Superplastic Deformation Behavior of Bimodal Microstructure of Friction Stir Processed Ti–6Al–4V Alloy 搅拌摩擦处理Ti-6Al-4V合金双峰组织的低温超塑性变形行为
IF 3.9 2区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2025-05-22 DOI: 10.1007/s40195-025-01878-2
H. Q. Dai, N. Li, L. H. Wu, J. Wang, P. Xue, F. C. Liu, D. R. Ni, B. L. Xiao, Z. Y. Ma

For a long time, the conventional superplastic forming temperature for Ti alloys is generally too high (~ 900–920 °C), which leads to too long production cycles, heavy surface oxidation, and property reduction. In this study, an ultrafine bimodal microstructure, consisting of ultrafine equiaxed microstructure (0.66 μm) and 43.3% lamellar microstructure, was achieved in the Ti–6Al–4V alloy by friction stir processing (FSP). The low-temperature superplastic behavior and deformation mechanism of the FSP Ti–6Al–4V alloy were investigated at temperatures of 550–675 °C and strain rates ranging from 1 × 10−4 to 3 × 10−3 s−1. The FSP alloy exhibited superplastic elongations of > 200% at the temperature range from 550 to 650 °C, and an optimal superplastic elongation of 611% was achieved at 625 °C and 1 × 10−4 s−1. This is the first time to report the low-temperature superplasticity of the bimodal microstructure in Ti alloys. Grain boundary sliding was identified as the dominant deformation mechanism, which was effectively accommodated by the comprehensive effect of dislocation-induced β phase precipitation and dynamic spheroidization of the lamellar structure. This study provides a novel insight into the low-temperature superplastic deformation behavior of the bimodal microstructure.

长期以来,钛合金的常规超塑性成形温度普遍过高(~ 900 ~ 920℃),导致生产周期过长,表面氧化严重,性能降低。通过搅拌摩擦处理(FSP), Ti-6Al-4V合金获得了由超细等轴组织(0.66 μm)和43.3%片层组织组成的超细双峰组织。在温度为550 ~ 675℃,应变速率为1 × 10−4 ~ 3 × 10−3 s−1的条件下,研究了FSP Ti-6Al-4V合金的低温超塑性行为和变形机理。在550 ~ 650℃的温度范围内,FSP合金的超塑性伸长率为200%,在625℃和1 × 10−4 s−1的温度下,达到了611%的最佳超塑性伸长率。本文首次报道了钛合金中双峰组织的低温超塑性。晶界滑移是主要的变形机制,位错诱导的β相析出和层状组织动态球化的综合作用有效地调节了晶界滑移。本研究为研究双峰组织的低温超塑性变形行为提供了新的思路。
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引用次数: 0
Recrystallization Behavior and Mechanical Property of a Medium-Si 12%Cr Reduced Activation Ferritic/Martensitic Steel Cladding Tube During the Manufacture 中si 12%Cr还原活化铁素体/马氏体钢包层管在制造过程中的再结晶行为和力学性能
IF 3.9 2区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2025-05-17 DOI: 10.1007/s40195-025-01868-4
Sen Ge, Ben Niu, Zhen-Hua Wang, Qian-Fu Pan, Chao-Hong Liu, Qing Wang

The present work investigates the microstructural evolution and mechanical properties in a novel medium-Si 12%Cr reduced activation ferritic/martensitic steel cladding tube (Fe–11.8Cr–0.2C–1.4W–0.17Ta–0.2V–0.55Si–0.5Mn, wt%) during multi-pass cold rolling and annealing. The initial hot-extruded tube exhibited a full martensitic matrix with the prior austenite grain size of ~ 32 μm. After annealing, Cr23C6 and TaC particles were precipitated, which are basically unchanged (152–183 nm and 84–113 nm, respectively) during the manufacturing process. Meanwhile, with the cold-rolling strain (ε) increasing and subsequent annealing, the martensitic lath gradually diminishes, and the recrystallization volume fraction (fr) is increased. Based on the static recrystallization kinetics model, a clear relationship between fr and ε is established, in which the newly proposed kinetic equation demonstrates a strong correlation with the experimental results. Furthermore, the yield strength (σYS = 362 MPa) of the final annealed state was much lower than that (σYS = 482 MPa) of the initial annealed state, which can be attributed to the recrystallization from the martensitic matrix to ferritic matrix. Various strengthening mechanisms are further discussed, and the calculated strengths are in good agreement with the experimental results. This work provides a guidance for the optimization of cold-rolling and annealing treatments in the manufacture of cladding tube.

本文研究了一种新型中si 12%Cr低活化铁素体/马氏体钢包层管(Fe-11.8Cr-0.2C-1.4W-0.17Ta-0.2V-0.55Si-0.5Mn, wt%)在多道次冷轧和退火过程中的组织演变和力学性能。初始热挤压管为完整的马氏体基体,初始奥氏体晶粒尺寸为~ 32 μm。退火后析出Cr23C6和TaC颗粒,两者在制造过程中基本保持不变(分别为152-183 nm和84-113 nm)。同时,随着冷轧应变(ε)的增大和后续退火,马氏体板条逐渐减少,再结晶体积分数(fr)增大。在静态再结晶动力学模型的基础上,建立了fr和ε之间的明确关系,其中新建立的动力学方程与实验结果具有较强的相关性。最终退火态的屈服强度(σYS = 362 MPa)明显低于初始退火态的屈服强度(σYS = 482 MPa),这是由于马氏体基体向铁素体基体再结晶所致。进一步讨论了各种强化机制,计算强度与实验结果吻合较好。该工作对熔覆管冷轧和退火工艺的优化具有一定的指导意义。
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引用次数: 0
Cross Slip and Twinning During Torsion Around (a)-Axis of Magnesium 镁在(a) -轴扭转过程中的交叉滑移和孪生
IF 3.9 2区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2025-05-17 DOI: 10.1007/s40195-025-01873-7
Qi Pan, Shichong Zhou, Fangxi Wang, Peng Chen

Magnesium (Mg) alloys are usually subjected to torsion deformation during processing or manufacturing. However, the torsional behavior remains underexplored at the atomic level compared to uniaxial deformation. In this work, atomistic simulations are employed to understand the deformation mechanism during torsion around (langle 10overline{1 }0rangle) and (langle 11overline{2 }0rangle) axes of Mg. We reveal that the onset of plasticity occurs near the surface due to stress-gradient effect and the deformation mechanisms are highly dependent on torsion axis. Specifically, the prismatic and basal slip dominate torsion around (left[ {11overline{2}0} right]) axis. During torsion around (left[10overline{1 }0right]) axis, (left{ {11overline{2}1} right}) twinning can be activated, whereas (left{ {10overline{1}1} right}) twinning is formed due to local stress but detwinned eventually. Moreover, extensive cross slip and interactions between basal and prismatic dislocations are observed and the associated mechanisms are discussed. These novel atomic-scale insights provide deeper understanding of the plastic deformation mechanisms of Mg under torsional loading.

镁合金在加工或制造过程中通常会发生扭转变形。然而,与单轴变形相比,在原子水平上的扭转行为仍未得到充分研究。在这项工作中,采用原子模拟来理解绕(langle 10overline{1 }0rangle)和(langle 11overline{2 }0rangle)轴扭转时的变形机制。我们发现塑性的开始是由于应力梯度效应而发生在表面附近,变形机制高度依赖于扭转轴。具体来说,柱状滑移和基底滑移主导(left[ {11overline{2}0} right])轴周围的扭转。在(left[10overline{1 }0right])轴的扭转过程中,(left{ {11overline{2}1} right})孪晶可以被激活,而(left{ {10overline{1}1} right})孪晶是由于局部应力而形成的,但最终被消除。此外,广泛的交叉滑移和基位错和柱位错之间的相互作用被观察到,并讨论了相关的机制。这些新的原子尺度的见解提供了Mg在扭转载荷下的塑性变形机制的更深层次的理解。
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引用次数: 0
Statistical Study of Activity and Hall–Petch Coefficients for Individual Slip Modes in Basal-Textured Pure Mg 纯Mg基岩织构各滑移模式活度和Hall-Petch系数的统计研究
IF 3.9 2区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2025-05-16 DOI: 10.1007/s40195-025-01862-w
Ran Ni, Shen Hua, Huashen Liu, Saijun Huang, Ying Zeng, Yanqin Chai, Hao Zhou, Jiang Zheng, Dongdi Yin

This work investigated the effects of grain size (GS) on individual slip mode activities and the corresponding Hall–Petch coefficients in a rolled basal-textured pure Mg sheet under uniaxial tension using statistical slip trace analysis and electron backscatter diffraction. The studied regions covered a total of 1150 grains, in which 136 sets of slip traces were identified and analyzed in detail. The basal < a > slip always dominated the deformation, whose frequencies decreased (from 81.0% to 62.5%) with increasing GS (from 10 to 85 μm). The prismatic < a > slip activity increased from 10.8% (10 μm) to 27.5% (85 μm), while that for pyramidal II < c + a > slip was almost constant. Critical resolved shear stress (CRSS) ratios were estimated based on the identified slip activity statistics, and then the Hall–Petch coefficients (k) of individual slip modes were calculated. The k value for prismatic < a > slip (194 MPa·μm1/2) was lower than that for pyramidal II < c + a > slip (309 MPa·μm1/2), which implies that pyramidal II < c + a > slip was more GS sensitive. Twinning activity exhibited a positive correlation with GS, though it remained limited partly due to the unfavorable loading direction. The macroscopic Hall–Petch relationship was divided into two regions, i.e., the k value (753 MPa·μm1/2) for the coarse-grain region (30–85 μm) was significantly larger than that (118 MPa·μm1/2) of the fine-grain region (10–30 μm), which could be attributed to the transition of predominant deformation mechanisms from slip to slip combined twinning with increasing GS. This work provides detailed and quantitative experimental data of the GS effects on individual slip activities of Mg and provides new insights into the Hall–Petch relationship for individual slip modes.

本文利用统计滑移迹分析和电子背散射衍射研究了晶粒尺寸对单轴拉伸下轧制基织构纯Mg片的单个滑移模式活度和相应的Hall-Petch系数的影响。研究区共覆盖了1150个颗粒,鉴定并详细分析了其中的136组滑动痕迹。基底<; a >;滑移始终主导变形,其频率随着GS(从10 μm到85 μm)的增加而降低(从81.0%到62.5%)。棱柱形的<; a >;滑移活度从10.8% (10 μm)增加到27.5% (85 μm),而锥体的<; c + a >;滑移几乎不变。根据识别出的滑移活动性统计估计临界分解剪应力(CRSS)比,然后计算各滑移模式的Hall-Petch系数(k)。棱柱形<; a >;滑移的k值(194 MPa·μm1/2)低于棱柱形II <; c + a >;滑移的k值(309 MPa·μm1/2),说明棱柱形II <; c + a >;滑移对GS更敏感。孪生活性与GS呈正相关,但由于不利的加载方向,孪生活性仍然有限。宏观Hall-Petch关系分为两个区域,即粗晶区(30 ~ 85 μm)的k值(753 MPa·μm1/2)显著大于细晶区(10 ~ 30 μm)的k值(118 MPa·μm1/2),这可能是由于随着GS的增加,主要变形机制由滑移向滑移复合孪晶转变所致。这项工作提供了GS对Mg单个滑动活动影响的详细和定量的实验数据,并为单个滑动模式的Hall-Petch关系提供了新的见解。
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引用次数: 0
Microstructure Evolution and Fracture Behavior of (B4C+Al2O3)/Al Friction Stir Welded Joints (B4C+Al2O3)/Al搅拌摩擦焊接接头的组织演变及断裂行为
IF 3.9 2区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2025-05-15 DOI: 10.1007/s40195-025-01879-1
B. M. Shi, Y. T. Pang, B. H. Shan, B. B. Wang, Y. Liu, P. Xue, J. F. Zhang, Y. N. Zan, Q. Z. Wang, B. L. Xiao, Z. Y. Ma

In dry storage, spent fuel is typically stored in casks constructed from neutron absorbing materials (NAMs). The (B4C+Al2O3)/Al composite, which incorporates in-situ amorphous Al2O3 (am-Al2O3) formed on fine aluminum powder as a reinforcing phase, can serve as an integrated structural and functional NAM for dry storage applications. Welding is crucial in the fabrication of these casks. In this study, friction stir welding was performed on (B4C+Al2O3)/Al composite sheets at a welding speed of 50 mm/min and rotation rates ranging from 500 to 1000 r/min. The microstructure of the weld joints was analyzed, and the intrinsic relationship between fracture behavior and microstructure was elucidated. Results showed that defect-free joints were achieved at rotation rates of 500 and 750 r/min, while tunnel defects were observed at 1000 r/min. The ultimate tensile strength of the joint welded at 500 r/min was 205.7 MPa, with a strength efficiency of 82%. Microstructural analysis revealed that the grains within the nugget zones (NZs) coarsened and the Al2O3 network was disrupted due to the welding thermo-mechanical effect, resulting in softening within the NZs. Fracture locations for all three joints were consistently observed at the NZ boundary on the advancing side (AS). Finite element simulations confirmed that cracks propagated along the NZ boundary on the AS, where stress concentration occurred during tensile testing.

在干式储存中,乏燃料通常储存在由中子吸收材料(NAMs)制成的桶中。(B4C+Al2O3)/Al复合材料,在细铝粉上形成原位非晶Al2O3 (am-Al2O3)作为增强相,可以作为一种结构和功能一体化的非干法存储材料。焊接在这些桶的制造过程中是至关重要的。本研究采用搅拌摩擦焊接(B4C+Al2O3)/Al复合材料,焊接速度为50 mm/min,转速为500 ~ 1000 r/min。分析了焊接接头的微观组织,阐明了接头断裂行为与微观组织之间的内在联系。结果表明,在旋转速度为500和750 r/min时,可以获得无缺陷的关节,而在旋转速度为1000 r/min时,可以观察到隧道缺陷。焊接接头在500 r/min下的极限抗拉强度为205.7 MPa,强度效率为82%。显微组织分析表明,焊接热机械效应导致熔核区晶粒粗化,Al2O3网络断裂,导致熔核区软化。所有三个关节的断裂位置都一致地观察到在前进侧的NZ边界(AS)。有限元模拟证实,裂纹沿着AS上的NZ边界扩展,拉伸测试时应力集中在这里。
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引用次数: 0
In Vitro Gradual Decrease in Strength of Ti Scaffolds in Hank’s Solution upon Long-Term Immersion: Challenges and Prospective Solutions 长期浸泡在Hank’s溶液中的Ti支架强度在体外逐渐降低:挑战和前瞻性解决方案
IF 3.9 2区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2025-05-15 DOI: 10.1007/s40195-025-01867-5
Yi-Fan Zhang, Liang-Yu Chen, Zi-Han Ge, Chenglong Teng, Yong Liu, Lai-Chang Zhang

Although Ti scaffolds offer great potential in orthopedic applications, their porous nature raises new questions, such as low relative density and high surface area. This work investigated the gradual decrease in the strength of Ti scaffolds during long-term immersion in Hank’s solution. After 180-day immersion, the samples have a 23.3% and 26.6% reduction in yield strength and a 9.0% and 11.2% reduction in compressive strength in dynamic and static solutions, indicating potential failure during the long-term service. A large exposure area to the solution leads to a high corrosion rate, which results in the consumption of the scaffolds and, consequently, decreased strength. Although the covered deposits on the scaffolds reduce the ion release to some extent, the scaffolds still have a slowly ongoing decrease in strength. Based on the durability considerations, some methods, such as decreasing porosity and surface treatments, are proposed to alleviate this phenomenon of Ti scaffolds.

尽管钛支架在骨科应用中具有巨大的潜力,但其多孔性提出了新的问题,如相对密度低和比表面积高。本研究考察了长期浸泡在Hank’s溶液中钛支架强度的逐渐下降。浸泡180天后,试样在动态和静态溶液中的屈服强度分别降低23.3%和26.6%,抗压强度分别降低9.0%和11.2%,表明在长期使用过程中存在潜在的失效。暴露在溶液中的大面积导致高腐蚀速率,从而导致支架的消耗,从而降低强度。尽管支架上覆盖的沉积物在一定程度上减少了离子的释放,但支架的强度仍在缓慢下降。基于耐久性的考虑,提出了减少孔隙率和表面处理等方法来缓解钛支架的这种现象。
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引用次数: 0
Amelioration of Mechanical Properties of Rolled Mg-4.5Al-2.5Zn Alloy by Cryogenic Cycling Treatment 低温循环处理改善轧制Mg-4.5Al-2.5Zn合金力学性能
IF 3.9 2区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2025-05-15 DOI: 10.1007/s40195-025-01871-9
Haoran Pang, Liwei Lu, Gongji Yang, Xiaojun Wang, Wen Wang, Hua Zhang, Yujuan Wu

In this study, cryogenic cycling treatment was used to process the hot-rolled Mg-4.5Al-2.5Zn alloy sheets to research the influence on mechanical properties and microstructure. Optical microscopy, electron back-scatter diffraction and transmission electron microscopy were applied to characterize the microstructures and analyze the mechanisms. The consequences indicate that the cryogenic cycling treatment has significantly influence on improving the mechanical properties. With the cycle of cryogenic cycling treatment increasing to 5 cycles, the sample processed by 3 cycles presents the highest ductility (~ 18.6%), while the 4-cycle one shows the highest strength (~ 311.8 MPa). The improvement can be attributed to fine grains, introduced high-density dislocation, 9.8%-fraction low-angle grain boundaries (LAGBs), the precipitation of Mg17Al12 phase and the texture with the intensity of 17.5. Although the average grain sizes of the samples processed by cryogenic cycling treatment have no obvious difference, internal stress variations induced by cryogenic cycling treatment significantly influence LAGBs, the basal texture evolution, and the prismatic < a > slip, pyramidal < c > slip and pyramidal < c + a > slip activation.

本研究采用低温循环处理对热轧Mg-4.5Al-2.5Zn合金板材进行加工,研究其对力学性能和显微组织的影响。采用光学显微镜、电子背散射衍射和透射电镜对其微观结构进行了表征,并对其机理进行了分析。结果表明,低温循环处理对提高材料的力学性能有显著影响。随着低温循环处理次数增加到5次,3次处理的试样延展性最高(~ 18.6%),4次处理的试样强度最高(~ 311.8 MPa)。晶粒细化、高密度位错的引入、9.8%比例的低角晶界(LAGBs)、Mg17Al12相的析出和强度为17.5的织构的形成是合金性能提高的主要原因。虽然经过低温循环处理的样品的平均晶粒尺寸没有明显差异,但低温循环处理引起的内应力变化显著影响LAGBs、基底织构演化以及棱柱形<; a >;滑移、锥体<; c >;滑移和锥体<; c + a >;滑移活化。
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引用次数: 0
An Innovative Large-Scale Preparation Method for ODS Steel: Zone Melting with Built-In Precursor Powder 一种新型的ODS钢大规模制备方法:内置前驱体粉末区域熔炼
IF 3.9 2区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2025-05-13 DOI: 10.1007/s40195-025-01875-5
Haoyu Cheng, Chenyang Hou, Jianlei Zhang, Xiaodong Mao, Yuanxiang Zhang, Yanyun Zhao, Chulun Shen, Changjiang Song

To develop a melting-based larger-scale fabrication process for oxide dispersion strengthened (ODS) steel, this study proposed a method of zone melting with built-in precursor powder (ZMPP), followed by hot forging and aging treatments. A 50 kg ingot was successfully prepared, highlighting the scalability of this innovative process. Microstructural analysis revealed a predominantly lath martensite matrix with a small amount of ferrite in the hot-forged ODS steel, without oxide particle aggregation. Aging at 750 °C resulted in the formation of sub-micron-sized Cr23C6 particles at grain boundaries and martensitic lath interfaces, accompanied by a high-density (7.64 × 1023 m−3) nano-scale (~ 6 nm) Y–Si–O complex oxides after 25 h. Additionally, the hot-forged sample exhibited a high yield strength (871 MPa) but limited ductility (5.0%). Aging treatments led to an increase in ductility but a decrease in yield strength. Notably, prolonged aging maintained the strength level of steels while enhancing ductility, with a 23.3% total elongation observed after 25 h. The novel ZMPP method, preparing high-quality ODS steels with uniform microstructure and good mechanical properties, provided a new avenue for large-scale production of ODS steels.

为了开发一种基于熔炼的氧化分散强化(ODS)钢的大规模制造工艺,本研究提出了内建前驱体粉末(ZMPP)区域熔化,然后进行热锻和时效处理的方法。成功制备了50公斤的铸锭,突出了这一创新工艺的可扩展性。显微组织分析表明,热锻ODS钢以板条马氏体基体为主,含少量铁素体,无氧化物颗粒聚集。750℃时效25 h后,在晶界和马氏体板条界面处形成亚微米大小的Cr23C6颗粒,并形成高密度(7.64 × 1023 m−3)纳米级(~ 6 nm) Y-Si-O复合氧化物。此外,热锻样品具有较高的屈服强度(871 MPa),但塑性有限(5.0%)。时效处理导致延展性增加,但屈服强度降低。值得注意的是,延长时效可以保持钢的强度水平,同时提高延展性,25 h后总伸长率达到23.3%。新型ZMPP方法可以制备出组织均匀、力学性能良好的高质量ODS钢,为ODS钢的大规模生产提供了新的途径。
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Acta Metallurgica Sinica-English Letters
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