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Machine learning aided in situ monitoring of compositional variation during laser additive manufacturing of refractory alloy 机器学习辅助原位监测激光增材制造耐火合金的成分变化
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2026-01-10 DOI: 10.1016/j.jmatprotec.2026.119216
Teng Yang , Jitesh Kumar , Yuqi Jin , Brian Squires , Selvamurugan Palaniappan , Jacob Spencer , Sai Kumar Dussa , Zhaochen Gu , Andrey A. Voevodin , Narendra B. Dahotre
<div><div>The present study aimed to conduct <em>in situ</em> composition monitoring during laser-based additive manufacturing of TiZrMoAl<sub>x</sub> refractory complex concentrated alloy (RCCA) using Laser Energy-Assisted Breakdown Spectroscopy (LEABS) system integrated with machine learning (ML). The fs-LEABS system employs an ultra-fast femtosecond pulsed laser (250 fs pulse width, 1 kHz repetition rate) that achieves superior signal-to-noise ratios through athermal ablation mechanisms. This approach yields SNR values of approximately 9 for <em>in situ</em> measurements compared to approximately 5 for conventional <em>ex situ</em> measurements, while minimizing thermal background interference inherent to high-temperature additive manufacturing environments. This in turn assisted in revealing the well-defined characteristic atomic spectral emission lines, which were used for reliable, accurate, real-time quantitative elemental composition analysis. A physics-informed approach based on the ratio of integrated peak areas was combined with ML models to effectively track and interpret composition changes in near real-time. Additionally, a high-speed translation system with high spatial resolution integrated with femtosecond laser energy-assisted breakdown spectroscopy (fs-LEABS) facilitated rapid spatial analysis during AM fabrication involving blended elemental powders with significantly different melting temperatures. During Ti/Zr/Mo/Al RCCA fabrication, Al loss due to vaporization was semi-quantitatively estimated using <em>in situ</em> ML assisted laser energy assisted breakdown spectroscopy analysis. Given that Al has a lower vaporization temperature than Mo, its loss by evaporation was monitored to adjust the Ti/Zr/Mo/Al blend composition accordingly. The proposed system not only provides averaged experimental composition values but also delivers track-by-track, layer-by-layer analysis. This detailed mapping reveals clear vaporization transition behaviors affected by <em>in situ</em> heat accumulation, which align with the behavior predicted by numerical simulations. The Random Forest Regression model achieved R² = 0.95 with mean absolute error of 0.37 at.% and mean absolute percentage error of 5.32 %, successfully predicting aluminum content variations from 4 to 14 at.% in real-time during multi-track, multi-layer fabrication. Validation against Energy Dispersive X-ray Spectroscopy measurements confirmed the system's capability to detect aluminum losses of 3–5 at.% under processing conditions with laser fluence inputs ranging from 120 to 160 J/mm³ . This approach provides a means to monitor and compensate for Al elemental loss, enabling process optimization by tuning the powder composition or adjusting processing parameters to minimize elemental depletion. Although the present work focuses on aluminum vaporization monitoring in TiZrMoAl<sub>x</sub> refractory alloys where elements exhibit significantly different melting and evaporation temp
本研究旨在利用激光能量辅助击破光谱(LEABS)系统与机器学习(ML)相结合,对TiZrMoAlx难熔复合浓缩合金(RCCA)激光增材制造过程中的原位成分进行监测。fs- leabs系统采用超快飞秒脉冲激光器(250 fs脉冲宽度,1 kHz重复频率),通过非热烧蚀机制实现优越的信噪比。该方法的原位测量信噪比约为9,而传统的非原位测量信噪比约为5,同时最大限度地减少了高温增材制造环境固有的热背景干扰。这反过来又有助于揭示明确定义的特征原子光谱发射线,用于可靠、准确、实时的定量元素组成分析。基于综合峰面积比例的物理信息方法与ML模型相结合,可以近实时地有效跟踪和解释成分变化。此外,高空间分辨率的高速平移系统与飞秒激光能量辅助击穿光谱(fs-LEABS)相结合,有助于在AM制造过程中对熔化温度显著不同的混合元素粉末进行快速空间分析。在Ti/Zr/Mo/Al RCCA制备过程中,利用原位ML辅助激光能量辅助击穿光谱分析半定量地估计了由于汽化引起的Al损失。考虑到Al的蒸发温度比Mo低,通过监测Al的蒸发损失来调整Ti/Zr/Mo/Al共混物的组成。所提出的系统不仅提供平均实验成分值,而且提供逐道,逐层分析。这种详细的映射揭示了受原位热积累影响的清晰的汽化转变行为,这与数值模拟预测的行为一致。随机森林回归模型R²= 0.95,平均绝对误差为0.37 at。%,平均绝对百分比误差为5.32 %,成功预测了铝含量在4 ~ 14之间的变化 at。在多轨道,多层制造过程中实时。对能量色散x射线光谱测量的验证证实了该系统能够检测到3-5 at的铝损失。%在激光能量输入范围为120至160 J/mm³ 的加工条件下。这种方法提供了一种监测和补偿铝元素损失的手段,通过调整粉末成分或调整工艺参数来实现工艺优化,以最大限度地减少元素损耗。虽然目前的工作主要集中在元素表现出明显不同的熔化和蒸发温度的TiZrMoAlx耐火合金中的铝蒸发监测,但fs-LEABS-ML方法对基于激光的增材制造中的成分控制挑战具有更广泛的适用性。
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引用次数: 0
Cathode jet and columnar grain suppression in oscillating arc-wire directed energy deposition of titanium alloy 钛合金振荡电弧丝定向能沉积中的阴极喷射和柱状晶粒抑制
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2026-01-10 DOI: 10.1016/j.jmatprotec.2026.119215
Kang Sun , Xiao Xiao , Shigeaki Uchida , Pengkang Zhao , Dongsheng Wu , Hisaya Komen , Ning Ma , Keke Zhang , Manabu Tanaka , Huijun Li
As titanium is a thermionic cathode material, strong cathode jet can easily be caused by gas metal arc welding (GMAW)-based directed energy deposition (DED) of titanium alloys. Additionally, during the DED process, coarse columnar grains are prone to form, which severely affects the performance of the deposited titanium components. Therefore, it remains a challenge to fabricate high-performance titanium alloy components using GMAW-based DED. In this work, these obstacles can be overcome using an oscillating arc. Additionally, the influencing mechanisms of the oscillating arc on the cathode jet, droplet transfer, molten pool flow, microstructure, and mechanical properties were investigated. Experimental and simulation results indicated that the metal vapor near the welding wire in conventional GMAW-based DED was primarily composed of Ti ion (Ti Ⅱ) particles, while the cathode jet was mainly composed of Ti atom (Ti Ⅰ) particles. The oscillating arc reduced the molten pool temperature and caused the cathode jet to move away from the droplet. It also shifted the peak intensity of Ti atom particles from the molten pool to the welding wire, while promoting the ionization of a large number of Ti atom particles into Ti ion particles in the cathode jet region. The oscillating arc also promoted convection in the molten pool and altered the flow patterns, which increased the cooling rate and thereby refining the β and α grains. Oscillating cold metal transfer (CMT)-based DED significantly improved the mechanical properties of Ti6Al4V alloy. This work provides new perspectives and guidance for the engineering applications of GMAW-based DED of titanium alloys.
由于钛是一种热离子阴极材料,钛合金的金属气弧焊定向能沉积(DED)容易产生强烈的阴极射流。此外,在DED过程中容易形成粗大的柱状晶粒,严重影响了沉积钛部件的性能。因此,利用gmaw基DED制造高性能钛合金部件仍然是一个挑战。在这项工作中,可以使用振荡电弧克服这些障碍。此外,还研究了振荡电弧对阴极喷射、熔滴传递、熔池流动、微观结构和力学性能的影响机理。实验和模拟结果表明,在传统的gmaw基DED中,焊丝附近的金属蒸气主要由Ti (TiⅡ)颗粒组成,而阴极射流主要由Ti原子(TiⅠ)颗粒组成。振荡电弧降低了熔池温度,使阴极射流远离液滴。它还使钛原子粒子的峰值强度从熔池向焊丝转移,同时促进了大量钛原子粒子在阴极射流区电离成钛离子粒子。振荡电弧还促进了熔池内的对流,改变了流动模式,提高了冷却速度,从而细化了β和α晶粒。振荡冷金属转移(CMT)基DED显著改善了Ti6Al4V合金的力学性能。本研究为钛合金gmaw基DED的工程应用提供了新的视角和指导。
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引用次数: 0
Model-driven multi-step hot metal gas forming of irregular tubular aluminum components: Physically based simulation and experimental validation 不规则管状铝件模型驱动的多步热金属气成形:基于物理的仿真与实验验证
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2026-01-09 DOI: 10.1016/j.jmatprotec.2026.119213
Zhihan Wang , Pengxiao Yang , Xinyuan Gao , Zhennan Bao , Zhubin He , Kailun Zheng , Jiaxin Lv
Hot metal gas forming (HMGF) is a cutting-edge technology to integrally form hollow complex tubular parts. However, components with spatially curved centerlines and variable cross-sections are difficult to form directly from straight tubular work pieces without fracture. Therefore, a multi-step hot metal gas forming (HMGF) method, which includes CNC bending, pre-forming and hot metal gas forming is proposed and validated in this study, together with a newly developed physically based constitutive model implemented within a finite element framework to capture microstructural and mechanical inheritance across steps. First, representative segments were formed and simulated using a four-step hot metal gas forming (HMGF) route across forming temperatures, internal pressures and pressurization rates. The results indicate that the forming parameters have coupled effects on corner filling and thickness uniformity, revealing inherent trade-offs among temperature, pressure, and pressurization rate. An optimal combination of process parameters was identified, enabling accurate forming of the full-scale component without macroscopic defects at initial diameter of 142 mm. Full-scale trials at initial diameters of 140 mm and 145 mm likewise confirmed accurate prediction of defects and grain-size evolution, demonstrating robust and geometry-independent predictability of both forming defects and microstructural evolution. This study advances a general methodology for parameter optimization and defect suppression in industrial production of complex tubular components.
热金属气体成形(HMGF)是一种整体成形中空复杂管状零件的前沿技术。然而,具有空间弯曲中心线和可变截面的部件很难由直管工件直接成形而不断裂。因此,本研究提出并验证了一种多步骤金属热成形(HMGF)方法,该方法包括CNC弯曲,预成形和金属热成形,以及在有限元框架内实现的新开发的基于物理的本构模型,以捕获各步骤的微观结构和力学继承。首先,采用四步热金属气体成形(HMGF)路线,在不同的成形温度、内部压力和加压速率下,对具有代表性的管段进行了成形和模拟。结果表明,成形参数对边角填充和厚度均匀性有耦合影响,揭示了温度、压力和加压速率之间的内在权衡。确定了最优的工艺参数组合,能够在初始直径为142 mm的情况下精确成形无宏观缺陷的全尺寸部件。初始直径为140 mm和145 mm的全尺寸试验同样证实了对缺陷和晶粒尺寸演变的准确预测,证明了对形成缺陷和微观结构演变的稳健和几何无关的可预测性。本研究提出了复杂管状件工业生产中参数优化和缺陷抑制的一般方法。
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引用次数: 0
Optimizing strength-ductility synergy in dissimilar superalloy joint via low-temperature spark plasma diffusion bonding and post-bonding heat treatment 低温火花等离子扩散焊及焊后热处理优化异种高温合金接头强度-塑性协同效应
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2026-01-08 DOI: 10.1016/j.jmatprotec.2026.119210
Weiqi Yang , Yekun Feng , Sujun Liu , Lili Xing , Dongbai Sun , Di Yu , Peng He , Tiesong Lin , Jincheng Lin
Dissimilar joining of GH5188 and GH3536 superalloys faces the long-standing problem of interfacial brittleness and limited ductility. This challenge mainly originates from oxide-film retention, insufficient diffusion, and carbide accumulation at the bonding interface. To resolve these issues, we developed a low-temperature spark plasma diffusion bonding (SPDB) route combined with a post-bond heat treatment, where pulsed-current-induced local heating, oxide-film disruption and short-range mass transport provide clear processing advantages over conventional diffusion bonding. Key experiments demonstrate that a defect-free joint can be produced at 850 °C within only 10 min, forming a straight bonded line containing MnCr₂O₄ spinel, M₂₃C₆ carbides and deformed solid solutions, with a tensile strength of 524 MPa but limited elongation (15.2 %). Subsequent heat treatment at 1100 °C for 1 h triggers interfacial recrystallisation, cross-interface grain growth, and partial dissolution/redistribution of interfacial M₂₃C₆ carbides, transforming the sharp bond line into a recrystallized and compositionally graded diffusion zone. As a result, the joint achieves a strength of 721 MPa and an elongation of 33.8 % at room temperature. At 700 °C, the post-treated joint maintains a strength of 428 MPa and an elongation of 18.2 %, which are 1.75 and 3.37 times higher than those of the as-bonded joint, accompanied by a fracture-mode transition from interfacial cleavage to ductile failure. Overall, this study demonstrates a SPDB + heat treatment strategy capable of overcoming the metallurgical incompatibility of Co-/Ni-based superalloys and achieving a stable strength-ductility synergy at both ambient and elevated temperatures.
GH5188和GH3536高温合金的不同连接方式面临着长期存在的界面脆性和有限延展性问题。这种挑战主要来自于氧化膜的保留、扩散不足和碳化物在键合界面的积聚。为了解决这些问题,我们开发了一种低温火花等离子体扩散键合(SPDB)路线,结合键合后热处理,其中脉冲电流引起的局部加热,氧化膜破坏和短程质量传输提供了比传统扩散键合明显的加工优势。关键实验表明,在850℃温度下,仅需10 min,即可得到无缺陷接头,形成由MnCr₂O₄尖晶石、M₂₃C₆碳化物和变形固溶体组成的直线粘结线,抗拉强度为524 MPa,延伸率有限(15.2 %)。随后在1100°C下进行1 h的热处理,触发界面再结晶、界面间晶粒生长和界面M₂₃C₆碳化物的部分溶解/再分布,将尖锐的结合线转变为再结晶和成分渐变的扩散区。结果表明,该接头的室温强度为721 MPa,伸长率为33.8 %。在700℃时,处理后的接头强度为428 MPa,伸长率为18.2 %,分别是未处理时的1.75倍和3.37倍,并伴随着界面解理向延性破坏的断裂模式转变。总体而言,本研究表明SPDB + 热处理策略能够克服Co-/ ni基高温合金的冶金不相容性,并在室温和高温下实现稳定的强度-塑性协同作用。
{"title":"Optimizing strength-ductility synergy in dissimilar superalloy joint via low-temperature spark plasma diffusion bonding and post-bonding heat treatment","authors":"Weiqi Yang ,&nbsp;Yekun Feng ,&nbsp;Sujun Liu ,&nbsp;Lili Xing ,&nbsp;Dongbai Sun ,&nbsp;Di Yu ,&nbsp;Peng He ,&nbsp;Tiesong Lin ,&nbsp;Jincheng Lin","doi":"10.1016/j.jmatprotec.2026.119210","DOIUrl":"10.1016/j.jmatprotec.2026.119210","url":null,"abstract":"<div><div>Dissimilar joining of GH5188 and GH3536 superalloys faces the long-standing problem of interfacial brittleness and limited ductility. This challenge mainly originates from oxide-film retention, insufficient diffusion, and carbide accumulation at the bonding interface. To resolve these issues, we developed a low-temperature spark plasma diffusion bonding (SPDB) route combined with a post-bond heat treatment, where pulsed-current-induced local heating, oxide-film disruption and short-range mass transport provide clear processing advantages over conventional diffusion bonding. Key experiments demonstrate that a defect-free joint can be produced at 850 °C within only 10 min, forming a straight bonded line containing MnCr₂O₄ spinel, M₂₃C₆ carbides and deformed solid solutions, with a tensile strength of 524 MPa but limited elongation (15.2 %). Subsequent heat treatment at 1100 °C for 1 h triggers interfacial recrystallisation, cross-interface grain growth, and partial dissolution/redistribution of interfacial M₂₃C₆ carbides, transforming the sharp bond line into a recrystallized and compositionally graded diffusion zone. As a result, the joint achieves a strength of 721 MPa and an elongation of 33.8 % at room temperature. At 700 °C, the post-treated joint maintains a strength of 428 MPa and an elongation of 18.2 %, which are 1.75 and 3.37 times higher than those of the as-bonded joint, accompanied by a fracture-mode transition from interfacial cleavage to ductile failure. Overall, this study demonstrates a SPDB + heat treatment strategy capable of overcoming the metallurgical incompatibility of Co-/Ni-based superalloys and achieving a stable strength-ductility synergy at both ambient and elevated temperatures.</div></div>","PeriodicalId":367,"journal":{"name":"Journal of Materials Processing Technology","volume":"349 ","pages":"Article 119210"},"PeriodicalIF":7.5,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145923569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Defect formation mechanisms and control strategies for high-performance welding of medium-thick components 中厚构件高性能焊接缺陷形成机理及控制策略
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2026-01-08 DOI: 10.1016/j.jmatprotec.2025.119193
Yue Qiu , Minjie Song , Yilin Wang , Shaoning Geng , Leshi Shu , Wei Wang
High-power laser-arc hybrid welding is a critical technology for achieving single-pass double-sided welding of medium-thick components, while the mechanisms of defect formation and suppression, as well as the microstructural effects on mechanical performance under full penetration, remain unclear. This study integrates extensive welding experiments with an advanced ray-tracing based computational fluid dynamics model to systematically reveal the formation mechanisms and suppression strategies of incomplete penetration, root humping, and upper surface collapse. In addition, electron backscatter diffraction analysis clarifies the microstructural strengthening mechanisms governing weld performance. On this basis, both a wide process window for stable weld formation and a refined window for high-performance welding are established. Experimental results show that laser power and welding velocity mainly affect the morphology of the lower weld surface, whereas wire feeding rate predominantly controls the upper surface. Simulations demonstrate that in the incomplete penetration state, the keyhole–molten pool system exhibits quasi-periodic oscillations, driven by the cyclic expansion and contraction of the keyhole bottom opening, resulting in periodic fluctuations of penetration depth. Root humping and upper surface collapse are primarily caused by the violent keyhole fluctuations at the keyhole bottom. Both experiments and simulations confirm that matching high laser power with high welding velocity and wire feeding rate effectively suppresses these fluctuations, reducing the standard deviation of keyhole area variation from 0.094 mm² to 0.065 mm². Under fully penetrated conditions, a moderate heat input intensifies molten pool convection, which leads to dendrite fragmentation and the formation of new intragranular nucleation sites. This process intensifies the lateral competition growth between grains, promotes grain refinement, increases dislocation density, and elevates the fraction of high-angle grain boundaries. Meanwhile, the enlarged mushy zone and extended solidification time facilitate the δ to γ transformation, collectively improving tensile strength. Accordingly, an optimized and wide process window for well-formed welds is defined by laser power of 10–18 kW, welding velocity of 20–36 mm/s, and wire feeding rate of 233–333 mm/s. Within this window, the high-quality and high-strength process window, defined by a laser power of 15–18 kW, welding velocity of 24–36 mm/s, and wire feeding rate of 233–290 mm/s, enables stable full penetration and defect-free morphology on both sides, achieving single-pass welding of 10 mm-scale medium-thick components.
大功率激光-电弧复合焊接是实现中厚构件单道双面焊接的关键技术,但其缺陷形成和抑制机理以及在全熔透条件下微观组织对力学性能的影响尚不清楚。本研究将大量的焊接实验与先进的基于射线追踪的计算流体动力学模型相结合,系统地揭示了不完全熔透、根部驼峰和上表面塌陷的形成机制和抑制策略。此外,电子背散射衍射分析阐明了影响焊缝性能的微观组织强化机制。在此基础上,建立了稳定焊缝形成的宽工艺窗口和高性能焊接的细化窗口。实验结果表明,激光功率和焊接速度主要影响下焊缝表面的形貌,而送丝速度主要控制上表面的形貌。仿真结果表明,在不完全侵彻状态下,钥匙孔-熔池系统在钥匙孔底开口的循环扩张和收缩的驱动下呈现准周期振荡,导致侵彻深度的周期性波动。根部隆起和上表面塌陷主要是由锁孔底部剧烈的波动引起的。实验和仿真结果均表明,高激光功率与高焊接速度和送丝速率相匹配可以有效抑制这些波动,将锁孔面积变化的标准差从0.094 mm²降低到0.065 mm²。在完全渗透条件下,适度的热输入强化了熔池对流,导致枝晶破碎,形成新的晶内成核位点。这一过程加剧了晶粒间的横向竞争生长,促进了晶粒细化,增加了位错密度,提高了高角度晶界的比例。同时,增大的糊化区和延长的凝固时间有利于合金的δ向γ转变,共同提高了合金的抗拉强度。因此,激光功率为10-18 kW,焊接速度为20-36 mm/s,送丝速度为233-333 mm/s,确定了焊缝成形良好的优化宽工艺窗口。在此窗口内,激光功率为15-18 kW,焊接速度为24-36 mm/s,送丝速度为233-290 mm/s的高质量和高强度工艺窗口,可以实现稳定的全熔透和两侧无缺陷的形貌,实现10 mm级中厚部件的单道焊接。
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引用次数: 0
Active gas-film insulation method for controllable electrochemical machining deep-narrow grooves 可控电解加工深窄槽的主动气膜绝缘方法
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2026-01-08 DOI: 10.1016/j.jmatprotec.2026.119208
Jinpeng Zhao , Wanfei Ren , Jinkai Xu , Huihui Sun , Haoran Deng , Qingwei Wang
High-precision deep and narrow grooves (DNG) are widely used in the aerospace industry. As one of the effective methods for machining deep and narrow grooves, electrochemical machining (ECM) produces uncontrollable stray corrosion during the machining process, which induces the formation of progressive taper on the sidewalls. This study innovatively proposes an innovative electrochemical machining technology named “Active gas-film insulation method for controllable electrochemical machining”. The movement paths and variation mechanisms of the gas film in the electrolyte environment are analyzed through theoretical analysis and gas-liquid two-phase flow simulation. A gas film electrical signal inversion localization method was designed to assist the experiments, realizing the conversion of the dynamic gas film position into electrical signals and thereby enabling real-time observation of the experimental process. Based on the characterization of the surface quality, contour morphology, and taper measurement of the machined deep and narrow grooves, an in-depth analysis of the formation law of gas film insulation is conducted. It is found that the insulation effect of the gas film exhibits consistent regularity under the optimization of the combined parameters of electrolyte pressure and submerged gas film pressure. Finally, the sidewall taper of the deep and narrow grooves machined by gas film insulation-based electrochemical machining is reduced by approximately 98 % compared with traditional electrochemical machining. To reveal the flexible applicability of gas film insulation, special-shaped deep and narrow groove structures are machined through the dynamic regulation of the insulation area. This study provides a new approach for achieving electrochemical machining of high-precision, controllable complex structures.
高精度深窄槽(DNG)在航空航天工业中有着广泛的应用。电解加工是加工深沟槽和窄沟槽的有效方法之一,在加工过程中会产生不可控的杂散腐蚀,导致侧壁上形成渐进锥度。本研究创新性地提出了一种创新的电化学加工技术——“可控电解加工的主动气膜绝缘法”。通过理论分析和气液两相流模拟,分析了气膜在电解质环境中的运动路径和变化机理。为了辅助实验,设计了气膜电信号反演定位方法,实现了将动态气膜位置转换为电信号,从而实现了对实验过程的实时观察。通过对加工后的深槽和窄槽的表面质量、轮廓形貌和锥度测量的表征,深入分析了气膜绝缘的形成规律。研究发现,在电解液压力和浸没气膜压力组合参数优化的情况下,气膜的绝缘效果表现出一致的规律性。最后,与传统电解加工相比,气膜绝缘电解加工的深窄槽侧壁锥度减小了约98 %。为体现气膜保温的柔性适用性,通过对保温区域的动态调节加工异形深窄槽结构。该研究为实现高精度、可控复杂结构的电化学加工提供了新的途径。
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引用次数: 0
Revealing the three-dimensional morphology and evolution mechanism of porosity at the flow end in non-heat-treated high-pressure die-cast AlSi9MnVZr alloy 揭示了非热处理高压压铸AlSi9MnVZr合金流动端孔隙度的三维形态和演化机制
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2026-01-08 DOI: 10.1016/j.jmatprotec.2026.119209
Zunian He , Yixian Liu , Aoxiang Wan , Pengzhan Wang , Zhengda Lu , Zhihong Jia , Shoumei Xiong
Under high-pressure die casting (HPDC) conditions, extensive porosity forms at the late stage of flow, which significantly deteriorates the mechanical properties of the casting. Due to experimental precision and complexity, observing the evolution of these pores through 3D reconstruction is challenging. In this work, a lamellar hole formation phenomenon at the end of the flow samples was found, accompanied by substantial microstructure changes of the AlSi9MnVZr alloy. Based on this, the length of the flow end is defined. The subsequent evolution of pores after lamellar hole formation was studied under different gate speeds. A Lattice Boltzmann Method (LBM) based simulation framework was employed to model the flow behavior in the flow end region of casting samples under different Reynolds numbers (Re) and effective flow cross sections, showing agreement with experimental observations. By introducing the concepts of critical gate speed and stoppage point, the changes in fluidity and mechanical properties at different gate speeds were discussed. The findings establish a mechanism for porosity evolution at the flow end and highlight the limited benefits of increasing gate speed beyond the critical value. The presented results demonstrate that maintaining the gate speed close to the critical gate speed enables both high fluidity and reduced porosity at the flow end.
在高压压铸条件下,铸件在流动后期会形成大量的孔隙,使铸件的力学性能显著恶化。由于实验精度和复杂性,通过三维重建来观察这些孔隙的演化是具有挑战性的。在本工作中,AlSi9MnVZr合金在流动试样的末端出现了片层状空穴形成现象,并伴有明显的显微组织变化。在此基础上定义流端长度。研究了不同浇口速度下层状孔洞形成后孔隙的演化过程。采用基于晶格玻尔兹曼方法(Lattice Boltzmann Method, LBM)的模拟框架,对不同雷诺数(Re)和有效流动截面下铸件流动端区流动行为进行了模拟,结果与实验结果吻合。通过引入临界浇口速度和停止点的概念,讨论了不同浇口速度下流体的流动性和力学性能的变化。研究结果建立了流动端孔隙演化的机制,并强调了超过临界值时增加浇口速度的有限效益。结果表明,保持浇口速度接近临界浇口速度可以在流动端获得高流动性和降低孔隙率。
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引用次数: 0
An innovative micro-manufacturing technology for the development of aluminium coated magnesium micro components 一种用于开发铝包覆镁微部件的创新微制造技术
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2026-01-06 DOI: 10.1016/j.jmatprotec.2026.119200
R. Srivastava , B. Venkatesh , S.K. Panigrahi
Miniaturised micro components with high aspect ratios have immense applications in aerospace, biomedical, and micro-electromechanical systems (MEMS). Surface wear and corrosion severely affect the performance of miniaturised components, particularly in their long-term use in reactive or aggressive environmental conditions. Therefore, the manufacturing of high aspect ratio miniaturised components with a protective layer of non-reactive materials is challenging yet has immense utility in the biomedical and MEMS sectors. The present approach aims to provide a consistent and durable coating on the inner periphery of axisymmetric micro components with high aspect ratios. As a case study, the difficult-to-deform Mg (AZ31) alloy has been selected as the primary layer material, which exhibits poor corrosion properties. The primary material, Mg (AZ31), is coated with a corrosion-resistant Al (Al1060) alloy as a secondary layer. The objective of developing layered micro billets to facilitate microextrusion was achieved through an optimised strategy consisting of: (i) Chemical and mechanical treatment, (ii) Severe rolling-based deformation induced processing, and (iii) Micro layered billet extraction. These layered micro billets were subjected to micro backward and micro compound extrusion processes to mass fabricate coated micro cups and micro double cups, respectively, in a single step. Through analysis of manufacturability, mechanical properties, and defect propensity, tests were carried out at temperatures ranging from room temperature (RT) to 400 °C. The diffusional interfacial phase evolution and the role of intermetallic compounds, as well as the dynamic recrystallisation mechanism in achieving an optimum coating, were established through detailed interfacial microstructural and mechanical characterisation. A new innovative manufacturing process for developing coated micro cups and micro double cups has been established.
具有高纵横比的小型化微元件在航空航天、生物医学和微机电系统(MEMS)中有着巨大的应用。表面磨损和腐蚀严重影响微型部件的性能,特别是在反应性或腐蚀性环境条件下的长期使用。因此,制造具有非反应性材料保护层的高纵横比小型化元件具有挑战性,但在生物医学和MEMS领域具有巨大的实用性。本方法旨在为高纵横比轴对称微部件的内外围提供一致和耐用的涂层。以难变形镁合金(Mg (AZ31))为研究对象,选择了耐腐蚀性能较差的镁合金作为第一层材料。在主材料Mg (AZ31)上涂有一层耐腐蚀的Al (Al1060)合金作为二次层。开发层状微坯以促进微挤压的目标是通过优化策略实现的,该策略包括:(i)化学和机械处理,(ii)基于轧制的严重变形诱导加工,以及(iii)微层状微坯提取。采用微反挤压和微复合挤压两种工艺,一次批量制备了微包覆微杯和微双杯。通过对可制造性、机械性能和缺陷倾向的分析,在室温(RT)至400°C的温度范围内进行了测试。通过详细的界面微观结构和力学表征,建立了扩散界面相演化和金属间化合物的作用,以及实现最佳涂层的动态再结晶机制。建立了一种新型涂层微杯和微双杯的创新制造工艺。
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引用次数: 0
Beyond imaging: Optical emission spectroscopy for mechanistic diagnosis of plasma plume and spatter dynamics in laser DED 超越成像:激光DED中等离子体羽流和飞溅动力学机制诊断的光学发射光谱
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2026-01-05 DOI: 10.1016/j.jmatprotec.2026.119199
Mohit Singh , Misba Amin , Arun Kumar R , S.L. Anoop , Ravi K R
Laser-directed energy deposition (DED) is governed by complex interactions between the laser beam, powder stream, and melt pool, where plasma plume fluctuations and spatter ejection dictate process stability. High-speed imaging has provided valuable qualitative insights into these dynamics, but its limited temporal resolution, large data volume, and reliance on thresholding restrict its use for continuous monitoring. This work establishes optical emission spectroscopy (OES) as a quantitative, imaging-independent diagnostic by identifying the Fe I 520.79 nm line as a high-fidelity spectral proxy for plasma plume activity in SS316L DED. Single-layer clads were deposited across a broad range of volumetric energy densities, during which time-resolved OES (∼1 ms sampling) captured plume oscillations and their direct correlation with clad morphology and regime transitions. These transitions spanned from lack of fusion through conduction and transition to keyhole mode, as identified through depth-aspect-ratio analysis. High-speed imaging was used only for qualitative cross-validation of spatter birth and trajectory. A threshold-dependent shift in spatter formation was identified, where lower plasma-plume intensities corresponded to Kelvin–Helmholtz-driven droplet ejection, while higher intensities triggered Plateau–Rayleigh instability and high-velocity jet spatters. An exponential correlation (R² ≈ 0.98) between Fe I 520.79 nm intensity and spatter number enables compact, imaging-free quantification of instability events with millisecond precision. These results establish OES as a generalizable, physics-driven “smart-sensor” capable of resolving melt-pool instability regimes and spatter mechanisms in real time, providing a scalable foundation for closed-loop process control in industrial DED.
激光定向能量沉积(DED)是由激光束、粉末流和熔池之间复杂的相互作用控制的,其中等离子体羽流波动和飞溅喷射决定了过程的稳定性。高速成像为这些动态提供了有价值的定性见解,但其有限的时间分辨率、大数据量以及对阈值的依赖限制了其在连续监测中的应用。这项工作建立了光学发射光谱(OES)作为定量的,独立于成像的诊断,通过确定Fe I 520.79 nm线作为SS316L DED等离子体羽流活动的高保真光谱代理。单层包层沉积在很宽的体积能量密度范围内,在此期间,时间分辨OES (~ 1 ms采样)捕获了羽流振荡及其与包层形态和状态转变的直接关系。这些转变包括从缺乏融合到传导和过渡到锁孔模式,这是通过深宽比分析确定的。高速成像仅用于对飞溅产生和轨迹的定性交叉验证。在飞溅形成过程中发现了阈值相关的偏移,其中较低的等离子体羽流强度对应于开尔文-亥姆霍兹驱动的液滴喷射,而较高的强度则触发高原-瑞利不稳定性和高速射流飞溅。fei 520.79 nm强度和溅射数之间的指数相关性(R²≈0.98)使不稳定事件的量化变得紧凑,无需成像,精度达到毫秒级。这些结果表明OES是一种可推广的、物理驱动的“智能传感器”,能够实时解决熔池不稳定状态和飞溅机制,为工业DED的闭环过程控制提供了可扩展的基础。
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引用次数: 0
Correlation between microstructure and residual stress formation in friction stir welded armor steels characterized by neutron diffraction 用中子衍射表征搅拌摩擦焊接装甲钢的显微组织与残余应力形成的关系
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2026-01-05 DOI: 10.1016/j.jmatprotec.2026.119198
Jhoan Guzman , Kaue C. Riffel , Martin McDonnell , Jeffrey Bunn , Andrew Payzant , Doug Kyle , Antonio J. Ramirez
Friction stir welding (FSW) is a solid-state joining process that minimizes the heat-affected zone (HAZ) compared with fusion-based arc welding, making it well suited for joining martensitic armor steels where hardness and ballistic resistance are critical. This study investigates residual stress formation in three defect-free FSW butt-joint configurations relevant to armored-vehicle fabrication: similar rolled homogeneous armor (RHA–RHA, Case 1), similar high-hardness armor (HHA–HHA, Case 2), and dissimilar HHA–RHA (Case 3) joints produced under temperature-controlled conditions (770 °C). Neutron diffraction was employed to quantify the magnitude and spatial distribution of residual stresses in the longitudinal, transverse, and normal directions and to correlate them with weld microstructure and hardness. Tensile residual stresses were concentrated in the softened HAZ, reaching approximately 300 MPa for Case 2 and 400 MPa for Case 1 (≈50–70 % of the base-metal yield strength; ∼581 MPa for RHA and ∼566 MPa for HHA), while compressive residual stresses dominated the stir zone. The spatial extent of tensile stresses scaled with the width of the softened HAZ, which was largest in the dissimilar HHA–RHA joint and smallest in the HHA–HHA joint. Full-width-at-half-maximum (FWHM) analysis revealed low microstrain in overtempered HAZ regions and high microstrain in the stir zone associated with severe plastic deformation and fresh martensite formation. This work demonstrates that residual stress evolution in FSW of martensitic armor steels is governed not primarily by peak temperature or thermal contraction, as inferred from fusion-welding analogies, but by the competition between transformation-induced volumetric expansion and tempering-induced stress relaxation. The relative dominance of these mechanisms is shown to depend on alloy hardenability and local thermal history, leading to more extensive HAZ softening and broader tensile stress regions in the lower-hardenability RHA steel. These findings establish a transferable mechanistic framework for optimizing solid-state joining strategies in high-strength steels and other transformation-hardening alloys beyond armor applications.
搅拌摩擦焊(FSW)是一种固态连接工艺,与基于熔焊的电弧焊相比,它可以最大限度地减少热影响区(HAZ),使其非常适合连接硬度和抗弹道性至关重要的马氏体装甲钢。本研究研究了与装甲车辆制造相关的三种无缺陷FSW对接配置的残余应力形成:在温度控制条件下(770°C)生产的类似轧制均匀装甲(rhaa - rha,案例1)、类似高硬度装甲(HHA-HHA,案例2)和不同的HHA-RHA(案例3)接头。采用中子衍射法定量分析了焊缝纵向、横向和法向残余应力的大小和空间分布,并将其与焊缝显微组织和硬度联系起来。拉伸残余应力集中在软化热区,情况2和情况1分别达到约300 MPa和400 MPa(≈母材屈服强度的50-70 %;RHA和HHA分别为~ 581 MPa和~ 566 MPa),而残余压应力在搅拌区占主导地位。拉伸应力的空间范围与软化热区宽度成比例,不同类型的ha - rha接头拉伸应力最大,ha - hha接头拉伸应力最小。半最大全宽度(FWHM)分析显示,过热回火热影响区微应变低,搅拌区微应变高,伴有严重的塑性变形和新马氏体形成。这项工作表明,马氏体装甲钢的FSW残余应力演变主要不是由熔焊类比推断的峰值温度或热收缩控制,而是由变形引起的体积膨胀和回火引起的应力松弛之间的竞争决定的。这些机制的相对优势取决于合金的淬透性和局部热历史,导致更广泛的热影响区软化和更宽的拉应力区域在淬透性较低的RHA钢。这些发现为优化高强度钢和其他相变硬化合金的固态连接策略建立了可转移的机制框架。
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引用次数: 0
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Journal of Materials Processing Technology
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