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Crack-free additive manufacturing of Ni-based superalloy IN713LC with enhanced performance via high-temperature thermal field assistance ni基高温合金IN713LC的高温热场辅助无裂纹增材制造
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2025-12-05 DOI: 10.1016/j.jmatprotec.2025.119174
Shuai Liu , Xin Wen , Changsheng Liu , Zhikang Xia , Yongqiang Wang , Chao Yuan
High-temperature thermal-field-assisted additive manufacturing (AM) has been applied to several γ′-rich Ni-based superalloys, yet a generalizable parameter selection scheme, quantitative defect regime mapping, and fundamental understanding of microstructural evolution remain elusive. Here, IN713LC is used as a representative alloy and fabricated via induction-heating-assisted laser directed energy deposition (IH-LDED) to address these gaps. Crack-free and dense builds were achieved at process temperatures between the γ′ precipitation threshold and the solidus, using 70–80 % of the theoretical melting energy density. A crack-type competition mechanism, governed by the coupling of temperature and energy density, was revealed. Elevated temperatures promoted γ′ homogenization and eliminated γ/γ′ eutectic, suppressing liquation cracking and preventing ductility-dip cracking. Strain-age cracking was dominated by notch effects, transformation stresses, or thermal stresses under different conditions. Low energy input caused local oxidation, whereas super-solidus temperatures triggered rapid semi-solid oxidation and a novel feedback loop, both leading to oxidation-induced cracking. As process temperature increased, solute-driven differential lattice expansion modified γ/γ′ misfit from 1.1 % at 1100°C to −4.1 % at 1200°C, strengthening the coherent strain field. This shifted γ′–dislocation interactions from long-range cooperative shearing to short-range shearing and Orowan bypass, enabling tailored strength–ductility combinations. These findings establish a generic process–defect–microstructure–performance framework, offering mechanistic and transferable insights into additive manufacturing of non-weldable superalloys (e.g., performance customization and quantitative defect analysis).
高温热场辅助增材制造(AM)已经应用于几种富含γ′的镍基高温合金,但可推广的参数选择方案、定量缺陷状态映射以及对微观组织演变的基本理解仍然难以捉摸。本文以IN713LC为代表合金,通过感应加热辅助激光定向能沉积(ih - lcd)来解决这些空白。在γ′析出阈值和固相之间的工艺温度下,使用70-80 %的理论熔化能密度,实现了无裂纹和致密的构建。揭示了一种由温度和能量密度耦合控制的裂纹型竞争机制。高温促进了γ′均质化,消除了γ/γ′共晶,抑制了液化开裂,防止了塑性倾斜开裂。在不同条件下,裂纹主要由缺口效应、相变应力或热应力控制。低能量输入导致局部氧化,而超固体温度引发快速半固体氧化和一个新的反馈回路,两者都导致氧化诱导的开裂。随着工艺温度的升高,溶质驱动的微分晶格膨胀使γ/γ′失配从1100℃时的1.1 %增加到1200℃时的−4.1 %,增强了相干应变场。这将γ′-位错相互作用从远程协同剪切转变为短程剪切和Orowan旁路,实现了量身定制的强度-塑性组合。这些发现建立了一个通用的工艺-缺陷-微观结构-性能框架,为不可焊接高温合金的增材制造(例如,性能定制和定量缺陷分析)提供了机理和可转移的见解。
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引用次数: 0
Laser polishing of LPBF IN718 forms dislocation cells and enhances high temperature ductility 激光抛光后的lpbfin718可形成位错单元,提高高温延展性
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2025-12-05 DOI: 10.1016/j.jmatprotec.2025.119175
Qirui Zhang , Xing Li , Mingze Xin , Yingchun Guan
The high-temperature performance of current additively manufactured IN 718 alloy is critically limited by synergistic effects of surface-topography-induced stress concentrators, and subcritical porosity, particularly the thermal softening of the γ″ phase and its heterogeneous distribution within grains at 650 °C. Here, we propose a laser polishing treatment strategy that reconstructs both surface and sub-surface architecture of LPBF Inconel 718 alloy. This approach significantly reduces surface roughness from Ra ≥ 10 µm to Ra ≤ 1 µm, eliminates near-surface porosity by up to 65.7 %, and forms a refined, uniform nanometric dislocation cell. High-temperature tensile tests demonstrate plasticity performance nearly doubled at 650 °C with only 3 % yield strength loss. The detailed fractographic and microstructural analyses have confirmed that the enhanced plasticity originates from: (1) stabilized dislocation cell structures that homogenize stress distribution and suppress grain boundary cracking, (2) elimination of columnar grain morphology through dynamic recrystallization, and (3) delayed crack initiation and propagation between 550 and 650 ℃ due to dislocation cell structural confinement. Laser polishing produces a near-surface dislocation-cell structure engineering emerges as a transformative post-processing strategy, enabling additively manufactured IN718 alloy to overcome intrinsic high-temperature limitations through dislocation cell, thus redefining the strength-ductility paradigm at elevated temperatures.
当前增材制造的IN 718合金的高温性能受到表面形貌诱导的应力集中剂的协同作用和亚临界孔隙率的严重限制,特别是γ″相的热软化及其在650℃时晶粒内的非均质分布。在这里,我们提出了一种激光抛光处理策略,重建了LPBF Inconel 718合金的表面和亚表面结构。该方法显著降低了Ra≥ 10 µm至Ra≤ 1 µm的表面粗糙度,消除了高达65.7 %的近表面孔隙率,并形成了精细、均匀的纳米位错单元。高温拉伸试验表明,在650°C时,塑性性能几乎翻了一番,屈服强度损失仅为3 %。详细的断口和显微组织分析证实,塑性的增强源于:(1)稳定的位错胞结构,使应力分布均匀,抑制了晶界开裂;(2)通过动态再结晶消除了柱状晶粒形态;(3)由于位错胞结构限制,在550 ~ 650℃之间延迟了裂纹的萌生和扩展。激光抛光产生的近表面位错细胞结构工程成为一种变革性的后处理策略,使增材制造的IN718合金能够通过位错细胞克服固有的高温限制,从而重新定义高温下的强度-塑性范式。
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引用次数: 0
Effect of laser energy on surface deformation mechanism of Nickel-based single-crystal superalloy subject to Laser shock peening 激光能量对激光冲击强化镍基单晶高温合金表面变形机理的影响
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2025-12-05 DOI: 10.1016/j.jmatprotec.2025.119173
Min Dou , Shouyi Sun , Huitao Chen , Tianyu Yuan , Xinmei Wang , Lei Li
This study investigates the effects of Laser Shock Peening (LSP) on the mechanisms of surface plastic deformation in nickel-based single-crystal (NBSC) superalloys. After LSP at 5–9 J, no grain boundaries are introduced, and the single-crystal (SC) characteristics of the material are still retained. Severe plastic deformation occurs accompanied by the formation of a millimeter-scale work-hardened layer (the hardness could increase by 53.8%). In addition, the periodic structures formed on the surface lead to a maximum increase in surface roughness by approximately 8.1-fold. The deformed surface layer comprises a severe plastic deformation layer (SPDL) and a mild plastic deformation layer (MPDL). Within the SPDL, LSP activates the {111}<110> octahedral slip systems, generating high-density <110>-oriented cross-slip bands and characteristic dislocation configurations such as stacking faults (SFs), dislocation walls (DWs), dislocation tangles (DTs), and dislocation networks, thereby increasing the geometrically necessary dislocation (GND) density. At 10 J, localized remelting zones caused by thermal effects are also involved in the plastic deformation process, resulting in a reduction in the SPDL depth and GND density. Nevertheless, the γ matrix phase exhibits a significantly higher dislocation density than the γ' precipitate phase for all LSP-treated samples. This discovery provides critical mechanistic support and parameter guidance for the engineering applications of LSP in the precise surface modification of SC alloys.
研究了激光冲击强化(LSP)对镍基单晶高温合金表面塑性变形机理的影响。在5-9 J处LSP后,没有引入晶界,材料的单晶(SC)特性仍然保留。发生严重的塑性变形,形成毫米级的加工硬化层(硬度可提高53.8%)。此外,表面形成的周期性结构导致表面粗糙度最大增加约8.1倍。变形表面层包括剧烈塑性变形层(SPDL)和轻度塑性变形层(MPDL)。在SPDL内,LSP激活{111}<;110>;八面体滑移系统,产生高密度<;110>;定向交叉滑移带和特征位错配置,如层错(SFs)、位错壁(DWs)、位错缠结(DTs)和位错网络,从而增加几何上必需的位错(GND)密度。在10 J时,热效应引起的局部重熔区也参与塑性变形过程,导致SPDL深度和GND密度降低。然而,在所有经过lsp处理的样品中,γ基体相的位错密度明显高于γ′沉淀相。这一发现为LSP在SC合金精密表面改性中的工程应用提供了关键的机理支持和参数指导。
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引用次数: 0
Laser additive manufactured high thermal conductivity Cu-GNPs/AlSi7Mg composite based on powder preparation and remelting strategy 基于粉末制备和重熔策略,激光增材制备了高导热Cu-GNPs/AlSi7Mg复合材料
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2025-12-05 DOI: 10.1016/j.jmatprotec.2025.119176
Yuqing Liu , Jiawen Luo , Zhe Feng , Siyu Zhang , Zhiwei Hao , Yijie Peng , Wei Fan , Hua Tan , Fengying Zhang , Xin Lin
Coated-graphene nanoplatelets (GNPs) can effectively reduce graphene agglomeration and enhance the thermal conductivity of aluminum metal matrix composites (AMMCs). Thus, laser additive manufacturing (LAM) of coated-GNPs reinforced AMMCs holds great promise for producing lightweight, high thermal conductivity, and complex thermal management structures. However, current powder preparation processes lead to graphene agglomeration, limiting thermal conductivity improvement. Moreover, laser remelting can potentially enhance metallurgical quality and thermal conductivity. Therefore, this study develops LAM-processed Cu-GNPs/AlSi7Mg composite based on optimized powder preparation and remelting strategy. Under combined ultrasonic oscillation and mechanical stirring, 0.5 wt% and 1.5 wt% Cu-GNPs/AlSi7Mg composites (containing 0.1 wt% and 0.3 wt% GNPs) were prepared using chemical Cu plating. The combined mixing ensured uniform graphene dispersion and improved powder flowability, while remelting further reduced defects and enhanced densification. The Cu-GNPs distributed along the grain boundaries promoted component supercooling, resulting in grain refinement and proportion increase of equiaxial grains. Both Cu-GNPs and remelting raised the proportion of heat-affected zones (HAZ) per unit area, where fractured Al-Si eutectic and precipitated Si resulted in lower thermal resistance. In addition, Cu-GNPs established phonon conduction pathways at boundaries, thereby improving grain boundary heat transfer efficiency. Consequently, at 25°C, the thermal conductivity of 1.5 wt% Cu-GNPs/AlSi7Mg reached 156.4 W/(m·K), representing an increase of 23.9 % over AlSi7Mg. Through the synergistic optimization of dispersion, interfacial bonding strength, and metallurgical quality, the thermal conductivity of LAM-ed AlSi7Mg and other Cu-coated GNPs-reinforced systems is effectively improved. This paper provides critical theoretical and technical foundations for engineering applications of thermal management structures.
涂层-石墨烯纳米片(GNPs)可以有效地减少石墨烯团聚,提高铝金属基复合材料(ammc)的导热性。因此,激光增材制造(LAM)涂层gnps增强ammc在生产轻量化、高导热性和复杂热管理结构方面具有很大的前景。然而,目前的粉末制备工艺导致石墨烯团聚,限制了导热性的提高。此外,激光重熔可以潜在地提高冶金质量和导热性。因此,本研究基于优化的粉末制备和重熔策略,开发了lam制备的Cu-GNPs/AlSi7Mg复合材料。在超声振荡和机械搅拌的联合作用下,采用化学镀铜法制备了0.5 wt%和1.5 wt%的Cu-GNPs/AlSi7Mg复合材料(含0.1 wt%和0.3 wt% GNPs)。复合混合确保了石墨烯均匀分散,提高了粉末流动性,而重熔进一步减少了缺陷,增强了致密性。沿晶界分布的Cu-GNPs促进组分过冷,导致晶粒细化,等轴晶比例增加。Cu-GNPs和重熔均提高了单位面积热影响区(HAZ)的比例,其中Al-Si共晶断裂和Si析出导致热阻降低。此外,Cu-GNPs在晶界处建立了声子传导通路,从而提高了晶界传热效率。因此,在25°C时,1.5 wt% Cu-GNPs/AlSi7Mg的导热系数达到156.4 W/(m·K),比AlSi7Mg增加23.9 %。通过分散、界面结合强度和冶金质量的协同优化,有效提高了lamed AlSi7Mg和其他cu包覆gnps增强体系的导热性。本文为热管理结构的工程应用提供了重要的理论和技术基础。
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引用次数: 0
Fracture of ultrathin coating during micro-channel forming process of coated metallic sheet: Experiments and numerical prediction 涂层金属薄板微通道成形过程中超薄涂层的断裂:实验与数值预测
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2025-12-03 DOI: 10.1016/j.jmatprotec.2025.119164
Jilai Wang , Chuanzheng Li , Haotian Gong , Zhutian Xu , Yi Wan
The coating-then-forming process offers a promising route to improve the manufacturing efficiency of metallic bipolar plates in proton exchange membrane fuel cells. However, fracture of ultrathin coatings during forming presents a formidable challenge to the corrosion resistance of coated metallic sheets. To provide theoretical guidance for addressing this issue, this work investigates the coating fracture behavior during the micro-channel forming process through experiments and numerical analysis. Coating cracks were revealed to be concentrated within the fillet and flat regions of the channel ridge, highly sensitive to local strain levels governed by both channel geometry and substrate microstructure. Therefore, a full-field simulation methodology was developed to predict the coating fracture during forming, balancing between computational efficiency with accuracy. Within this numerical framework, hybrid modeling of the metallic sheet substrate was employed, combining local implementation of crystal plasticity in the critical region with homogeneous materials elsewhere. For coating on the critical region, varying failure parameters correlated with substrate microstructure were determined by the microscopic fracture mechanism. Experimental validation confirms that the developed model can precisely predict both coating fractures and formed profiles, notably achieving an 80 % accuracy improvement in crack density compared to conventional approaches. Based on the simulation results, process windows were established to correlate coating fracture and channel geometry with forming parameters, thereby guiding optimization toward the minimization of crack density under geometrical constraints. Following parameter optimization, coating cracks were successfully eliminated at the flat region, demonstrating an effective strategy for maintaining the corrosion resistance after forming.
先涂覆后成形工艺为提高质子交换膜燃料电池金属双极板的制造效率提供了一条很有前途的途径。然而,超薄涂层在成形过程中的断裂对涂层金属板的耐腐蚀性能提出了严峻的挑战。为了为解决这一问题提供理论指导,本工作通过实验和数值分析研究了微通道成形过程中涂层的断裂行为。涂层裂纹集中在沟道脊的角状和平坦区域内,对沟道几何形状和衬底微观结构控制的局部应变水平高度敏感。因此,为了在计算效率和精度之间取得平衡,开发了一种预测成形过程中涂层断裂的全场模拟方法。在此数值框架内,采用金属板衬底的混合建模,将临界区域的局部晶体塑性实现与其他地方的均匀材料相结合。对于临界区域的涂层,由微观断裂机制决定了与基体组织相关的不同失效参数。实验验证证实,所开发的模型可以精确预测涂层裂缝和成形轮廓,与传统方法相比,裂缝密度的精度提高了80% %。基于仿真结果,建立工艺窗口,将涂层断口和通道几何形状与成形参数关联起来,从而指导优化在几何约束下实现裂纹密度的最小化。通过参数优化,涂层在平面区域的裂纹被成功消除,证明了一种有效的策略来保持成型后的耐腐蚀性。
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引用次数: 0
Effect of thickness reduction of strong staggered spinning on the interface microstructure, texture evolution and mechanical properties of Al/Cu composite tubes 强交错纺丝减厚对Al/Cu复合管界面组织、织构演变及力学性能的影响
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2025-12-03 DOI: 10.1016/j.jmatprotec.2025.119165
Huihui Nie , Yangyang Yang , Jinyi Li , Haoran Guo , Wentao Fan , Hongsheng Chen , Jun Zhou , Wenxian Wang
In this work, a novel type of Al/Cu composite tubes were successfully produced by strong staggered spinning with good surface quality, and the effect of thickness reductions on the microstructure and bonding mechanism of interface and the texture evolution of component layers. The results show that the original intermetallics layer in base material (BM) cracks and twists during spinning, and the contact area between fresh Al and Cu increases, resulting in a new diffusion layer containing AlCu, Al2Cu3 and Al4Cu9 phases from Al to Cu matrix, which presents a hardness between Cu and Al and facilitates stress transfer and deformation coordination. Cu atoms show a higher diffusion rate partly because grains, fragments or atomic clusters of Cu are pushed or sheared into Al and partly because abundant GBs and dislocations in Al provide excellent channels for the rapid diffusion of Cu atoms. With the increase of thickness reduction, Cu grains are elongated in S25 % and kinking of deformation zones are formed in S70 %, and the corresponding grain size decreases from 1.45μm to 0.98μm with a {111} < 112 > shear texture. Besides, Cu grains with orientation of < 001 > //AD are more prone to deformation and gradually change their orientation to < 111 > //AD, causing a growth of texture intensity in S70 %. The extent of grain refinement of Al near Cu is larger than that of Al away from the interface owing to the shear effect of interface, and the latter ones change from elongated grains to equiaxial grains as the increase of thickness reduction because of the extensive DRX, resulting Cube {100} < 001 > texture with the highest intensity of 14.1 among the three tubes. Interface delamination is not observed during tensile tests, although the interface microstructure varies. The well-bonded interface, refinement strengthening and work hardening enhance the UTS of S70 % to 172.89 MPa, increasing by 56.7 % compared with that of BM (110.34 MPa).
本文成功制备了一种具有良好表面质量的强交错纺丝新型Al/Cu复合管,研究了厚度减小对界面微观结构、键合机制和组分层织构演化的影响。结果表明:纺丝过程中基材(BM)中原有的金属间化合物层发生断裂和扭转,新Al与Cu之间的接触面积增大,在Al与Cu基体之间形成含有AlCu、Al2Cu3和Al4Cu9相的新扩散层,呈现介于Cu和Al之间的硬度,有利于应力传递和变形协调;Cu原子表现出较高的扩散速率,部分原因是Cu的晶粒、碎片或原子团簇被推入或剪切到Al中,部分原因是Al中丰富的gb和位错为Cu原子的快速扩散提供了良好的通道。随着减薄程度的增加,Cu晶粒在S25 %处拉长,在S70 %处形成扭结变形带,晶粒尺寸从1.45μm减小到0.98μm,呈{111}<; 112 >; 剪切织构。取向为<; 001 >; //AD的Cu晶粒更容易变形,取向逐渐转变为<; ;111 >; //AD,导致织构强度在S70 %处增长。由于界面的剪切作用,靠近Cu的Al晶粒细化程度大于远离界面的Al晶粒细化程度,而后者由于广泛的DRX作用,随着厚度减小的增加,由拉长晶粒转变为等轴晶粒,形成立方{100}<; 001 >; 织构,其强度为14.1,在三管中最高。在拉伸试验中,虽然界面微观结构有所变化,但未观察到界面分层。结合良好的界面、细化强化和加工硬化使S70的UTS提高 %至172.89 MPa,比BM的UTS(110.34 MPa)提高56.7% %。
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引用次数: 0
Intralayer deposition mechanism of dissimilar materials by multi-material additive manufacturing based on laser powder-bed fusion 基于激光粉末床融合的多材料增材制造异种材料层内沉积机理
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2025-11-29 DOI: 10.1016/j.jmatprotec.2025.119163
Yasong Shi , Taitong Jin , Jiawei Ding , Yong Wang , Wei Zhang , Yingbo Peng
The “layer-by-layer” processing nature of laser powder bed fusion (LPBF) presents challenges for the distribution of multi-materials in the horizontal direction, thereby limiting the design flexibility and functionality of multi-material components. In this study, a "powder + entity" interfacial processing model was proposed to achieve intralayer deposition of dissimilar materials via LPBF. In the intralayer deposited SS316L/FeCoCrNi high entropy alloy (HEA)-diamond composites dissimilar-material samples, there was no newly formed phase at the interface, which preserved the γ-austenite and HEA face-centered cubic (FCC) structures, with good interfacial metallurgical bonding. Thermal-fluid coupling simulations showed the asymmetric flow of the mixed molten pool caused by the combined effects of thermal/solute-induced Marangoni flow and gravity, influencing the solidification paths on both sides of the interface. SS316L side characterized by directional melt flow exhibited a preferential crystal-grow orientation that transitioned from < 111 > to < 101 > . Conversely, the composites side displayed anisotropic crystal growth with an increasing dislocation density due to local melt reflux. The interfacial bonding performance of the dissimilar-material samples achieved a yield strength of 430 MPa and a fracture strain of 28 %, attributed to substitutional solution strengthening and reduced dislocation density. This study not only proposes a strategy for achieving multi-material distribution perpendicular to building direction, but also provides new insights and theoretical complements regarding the molten pool behavior in LPBF.
激光粉末床熔融(LPBF)的“逐层”加工特性给多材料在水平方向上的分布带来了挑战,从而限制了多材料部件的设计灵活性和功能性。本研究提出了一种“粉末+ 实体”的界面加工模型,通过LPBF实现不同材料的层内沉积。在层内沉积的SS316L/ feccrni高熵合金(HEA)-金刚石复合材料异种材料样品中,界面处没有新形成的相,保留了γ-奥氏体和HEA面心立方(FCC)结构,具有良好的界面金相结合。热液耦合模拟结果表明,热/溶质诱导的Marangoni流动和重力的共同作用导致混合熔池的不对称流动,影响了界面两侧的凝固路径。以定向熔体流动为特征的SS316L侧表现出从<; 111 >; 到<; 101 >; 的优先晶体生长取向。相反,复合材料侧由于局部熔体回流导致位错密度增加,呈现出各向异性晶体生长。由于取代溶液的强化和位错密度的降低,异种材料样品的界面结合性能达到了430 MPa的屈服强度和28 %的断裂应变。该研究不仅提出了一种垂直于建筑方向的多材料分布策略,而且为LPBF熔池行为提供了新的见解和理论补充。
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引用次数: 0
Investigation of the mechanisms of structure-induced acoustic modulation in WA-DED metal additive manufacturing with an adaptive modelling approach 基于自适应建模方法的WA-DED金属增材制造中结构诱导声调制机制研究
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2025-11-26 DOI: 10.1016/j.jmatprotec.2025.119160
Fengyang He , Zening Wu , Zhao Zhang , Donghong Ding , Jun Tong , Huijun Li , Zengxi Pan , Lei Yuan
<div><div>As metal additive manufacturing (AM) advances toward intelligent and data-driven paradigms, reliable sensing has become essential for enabling real-time monitoring, process control and decision making. Among various sensing modalities, acoustic sensing offers unique advantages including high temporal resolution, sensitivity to arc dynamics, and low deployment cost, which have resulted in its widespread adoption in industrial applications. However, most existing acoustic-based methods are developed under static or simplified conditions, without accounting for the dynamic structural evolution inherent in metal AM. This often leads to significant performance degradation, especially when applied to large-scale, high-layer components. This study first identifies and investigates a critical but underexplored phenomenon—<em>structure-induced acoustic modulation</em>—in which the progressive accumulation of volume and variation of geometry throughout the build alters the vibration characteristics and acoustic transmission paths, thereby modulating the emitted acoustic signals. Subsequently, the existence of this modulation and its adverse impact on acoustic-based applications are confirmed through controlled experimental validation. To address this challenge, a dedicated framework based on a ConvNeXt-Adapter-Transformer architecture is then proposed to model the temporal evolution of acoustic signals and enable adaptive generalization across varying builds. The framework is evaluated through the fabrication of a 203-layer circular hollow section component as a case study, demonstrating its ability to effectively adapt to long-duration, structure-evolving metal AM processes. Ultimately, building on this result, a practical acoustic-based application—fabrication process tracing—is deployed and integrated with the proposed framework. The integrated system is further validated through the fabrication of a gear shaft component with complex structures, where results show that the integrated system maintains reliable performance under conditions where baseline systems fail. Specifically, the integrated system achieves a 39.3 % improvement in process tracing accuracy compared to the baseline. Overall, this pioneer study presents the first systematic analysis of structure-induced acoustic modulation in metal AM and introduces an adaptive modelling framework to effectively mitigate the adverse effects of this modulation. Beyond the specific case studies, the identification of structure-induced acoustic modulation itself constitutes a generic scientific finding, revealing that acoustic signals in layer-by-layer AM are inherently modulated by structural evolution. The proposed ConvNeXt-Adapter-Transformer framework further provides a transferable modelling strategy with strong potential for broad adoption in acoustic signal-based applications across the metal AM domain and beyond, enabling reliable performance throughout the manufacturing process and enhan
随着金属增材制造(AM)向智能和数据驱动的范式发展,可靠的传感对于实现实时监控、过程控制和决策至关重要。在各种传感方式中,声传感具有时间分辨率高、电弧动态灵敏度高、部署成本低等独特优势,因此在工业应用中得到了广泛应用。然而,大多数现有的基于声学的方法都是在静态或简化的条件下开发的,没有考虑金属AM固有的动态结构演变。这通常会导致显著的性能下降,特别是在应用于大规模、高层组件时。本研究首先确定并研究了一种关键但未被充分探索的现象——结构诱导的声学调制——在这种现象中,整个建筑中体积的逐渐积累和几何形状的变化改变了振动特性和声传输路径,从而调制了发射的声信号。随后,这种调制的存在及其对声学应用的不利影响通过受控实验验证得到证实。为了应对这一挑战,研究人员提出了一个基于ConvNeXt-Adapter-Transformer架构的专用框架,以模拟声信号的时间演变,并实现跨不同构建的自适应泛化。通过制造203层圆形空心截面组件作为案例研究,对该框架进行了评估,展示了其有效适应长时间、结构不断变化的金属增材制造工艺的能力。最终,在此结果的基础上,一个实用的基于声学的应用-制造过程跟踪-被部署并与所提出的框架集成。通过制造具有复杂结构的齿轮轴部件进一步验证了集成系统,结果表明,在基准系统失效的情况下,集成系统仍保持可靠的性能。具体来说,与基线相比,集成系统在过程跟踪精度方面实现了39.3 %的改进。总的来说,这项开创性的研究首次系统地分析了金属调幅中结构诱导的声调制,并引入了一个自适应建模框架来有效地减轻这种调制的不利影响。除了具体的案例研究之外,结构诱导的声调制本身的识别构成了一个通用的科学发现,揭示了逐层AM中的声信号本质上是由结构演变调制的。提出的ConvNeXt-Adapter-Transformer框架进一步提供了一种可转移的建模策略,在基于声信号的金属AM领域及其他应用中具有广泛采用的强大潜力,在整个制造过程中实现可靠的性能,并增强工业条件下的系统鲁棒性。
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引用次数: 0
Improving microstructure and mechanical properties of 7075 aluminum alloys prepared via wire-arc directed energy deposition using ultrasonic-frequency pulsed arc 利用超声脉冲电弧改善线弧定向能沉积7075铝合金的组织和力学性能
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2025-11-26 DOI: 10.1016/j.jmatprotec.2025.119162
Dongyuan Liu, Xiaoyu Cai, Bolun Dong, Sanbao Lin
The complex composition and inherent defects in 7075 aluminum alloys (AA7075) make them prone to grain coarsening and high porosity under wire-arc directed energy deposition using arc (DED-A), leading to inferior mechanical properties in the as-deposited AA7075. To address these issues, this study employs an ultrasonic-frequency pulsed (UFP) variable-polarity tungsten–inert-gas arc process, utilizing specific ultrasonic frequencies of 20, 30, and 40 kHz, for the DED-A of AA7075. A comprehensive comparative investigation is conducted on the microstructure, defects, and mechanical properties of as-deposited AA7075 to elucidate the effects of the UFP arc on DED-A–processed as-deposited AA7075. By utilizing UFP current to excite ultrasonic vibrations, the associated cavitation and acoustic-streaming effects are leveraged to fundamentally alter the solidification dynamics of the melt pool. This process effectively achieves grain refinement and porosity reduction, thereby significantly enhancing the mechanical properties. The results demonstrate that the 30 kHz UFP arc provides optimal microstructural control and performance enhancement for the as-built AA7075, by refining the grain size from 58.86 (non-pulsed) to 50.96 μm, reducing the secondary-phase volume fraction from 9.5 % to 3.63 %, and decreasing the porosity from 1.03 % to 0.38 %. Consequently, the mechanical properties are substantially enhanced. This work proposes a straightforward, yet effective, process for regulating the microstructure and properties of the as-deposited AA7075 prepared via wire-arc DED-A, namely, UFP arc application, which holds significant potential for advancing the DED-A of AA7075 toward aerospace-grade applications.
7075铝合金(AA7075)的复杂成分和固有缺陷使其在电弧定向能沉积(ed -a)下容易出现晶粒粗化和孔隙率高的问题,导致其力学性能较差。为了解决这些问题,本研究采用超声波频率脉冲(UFP)变极性钨-惰性气体电弧工艺,利用特定的超声波频率为20、30和40 kHz,用于AA7075的ed - a。对沉积态AA7075的微观结构、缺陷和力学性能进行了全面的对比研究,以阐明UFP电弧对d -A处理的沉积态AA7075的影响。通过利用UFP电流激发超声波振动,利用相关的空化和声流效应从根本上改变熔池的凝固动力学。该工艺有效地实现了晶粒细化和孔隙率降低,从而显著提高了力学性能。结果表明:30 kHz UFP电弧可使制备的AA7075晶粒尺寸从58.86(非脉冲)细化到50.96 μm,二次相体积分数从9.5 %降低到3.63 %,孔隙率从1.03 %降低到0.38 %,从而达到最佳的组织控制和性能增强效果。因此,机械性能大大提高。本研究提出了一种简单而有效的方法来调节通过线弧d -a制备的AA7075的微观结构和性能,即UFP电弧应用,这对于推进AA7075的d -a向航空级应用具有重要的潜力。
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引用次数: 0
Guidance for authors on contributions the JMPT considers out of scope 对JMPT认为超出范围的贡献的作者的指导
IF 7.5 2区 材料科学 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2025-11-23 DOI: 10.1016/j.jmatprotec.2025.119161
Dragos Axinte
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引用次数: 0
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Journal of Materials Processing Technology
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