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Effect of layer thickness on spatter properties during laser powder bed fusion of Ti–6Al–4V Ti–6Al–4V激光粉末床熔覆层厚度对飞溅性能的影响
IF 1.4 4区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2023-03-27 DOI: 10.1080/00325899.2023.2192036
C. Pauzon, Ahmad Raza, Imran Hanif, S. Dubiez-Le Goff, J. Moverare, E. Hryha
ABSTRACT High layer thicknesses for laser powder bed fusion are promising for productivity increase. However, these are associated with increased process instability, spatter generation and powder degradation, crucial for alloys sensitive to oxygen. The effect of increasing layer thickness from 30 to 60 µm is studied focusing on Ti-6Al-4V spatter formation during LPBF and its characterisation, with scanning and transmission electron microscopy, combustion analysis and X-ray photoelectron spectroscopy. Results indicate that spatters are covered with a uniform Ti-Al-based oxide layer and Al-rich oxide particulates, the thickness of which is about twice that present on virgin powder. The oxygen content was about 60% higher in spatters compared to the virgin powder. The study highlights that increasing the layer thickness to 60 µm permits to reduce the total generation of spatters by ∼40%, while maintaining similar spatter characteristics and static tensile properties. Hence, this allows to increase build rate without compromising process robustness. Highlights Increased layer thickness from 30 to 60 µm resulted in ∼40% lower amount of spatter generated per build Increased layer thickness from 30 to 60 µm resulted in ∼17% higher amount of generated spatter per scanned layer Increase in bulk oxygen content by >60% was registered for spatter compared to the virgin powder in both cases The oxide layer is about twice thicker on the spatter particles compared to virgin powder
激光粉末床熔敷层厚度越高,生产效率越高。然而,这些都与工艺不稳定性增加、飞溅产生和粉末降解有关,这对于对氧敏感的合金至关重要。通过扫描电镜、透射电镜、燃烧分析和x射线光电子能谱分析,研究了层厚从30µm增加到60µm对LPBF过程中Ti-6Al-4V飞溅的影响及其表征。结果表明,溅射物表面覆盖着均匀的ti - al基氧化物层和富al氧化物颗粒,其厚度约为原始粉末的两倍。与原始粉末相比,飞溅物中的氧含量高出约60%。该研究强调,将层厚度增加到60µm可以将溅射的总产生减少约40%,同时保持相似的溅射特性和静态拉伸性能。因此,这允许在不影响流程健壮性的情况下提高构建率。将层厚度从30µm增加到60µm,导致每次构建产生的飞溅量减少约40%;将层厚度从30µm增加到60µm,导致每扫描层产生的飞溅量增加约17%;在两种情况下,与原始粉末相比,飞溅的总体氧含量增加了约60%;与原始粉末相比,飞溅颗粒上的氧化层厚约两倍
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引用次数: 1
Rheological characterisation of water atomised tool steel powders developed for laser powder bed fusion by supervised and unsupervised machine learning 用监督和无监督机器学习研究用于激光粉末床熔合的水雾化工具钢粉末的流变特性
IF 1.4 4区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2023-03-20 DOI: 10.1080/00325899.2023.2191236
Denis Mutel, Simon Gélinas, C. Blais
ABSTRACT Metal powders developed for additive manufacturing processes need to achieve specific flow characteristics to be considered suitable. However, for the relationship between powder flow and the morphological characteristics of individual particles can be difficult to establish. In this context, artificial intelligence appears to be the perfect tool to clarify the imprecision surrounding this type of interaction. The work summarised in this manuscript first uses a neural network architecture (Mask R-CNN) allowing the segmentation of individual water-atomised tool steel particles in micrographs acquired in scanning electron microscopy. The micrographs of individual particles or their shape descriptors are then processed using and comparing two different strategies, namely linear regression or unsupervised machine learning (ML), to corelate the information collected on individual particles with the rheological properties of powder specimens. The approach developed aims to acquire new knowledge regarding specific particle characteristics that are required to optimise powder flowability for laser powder-bed fusion.
摘要:为增材制造工艺开发的金属粉末需要达到特定的流动特性才能被认为是合适的。然而,由于粉末流动与单个颗粒的形态特征之间的关系可能很难建立。在这种情况下,人工智能似乎是澄清这种互动不精确性的完美工具。本文中总结的工作首先使用神经网络架构(Mask R-CNN),允许在扫描电子显微镜中获得的显微照片中分割单个水雾化工具钢颗粒。然后,使用并比较两种不同的策略,即线性回归或无监督机器学习(ML),对单个颗粒或其形状描述符的显微照片进行处理,以将收集到的单个颗粒的信息与粉末样品的流变特性相结合。所开发的方法旨在获得有关特定颗粒特性的新知识,这些特性是优化激光粉末床融合粉末流动性所需的。
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引用次数: 0
Influence of oxygen in the production chain of Cu–Ti-based metallic glasses via laser powder bed fusion 氧对激光粉末床熔融铜钛基金属玻璃生产链的影响
IF 1.4 4区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2023-03-16 DOI: 10.1080/00325899.2023.2179207
E. Soares Barreto, J. Wegner, M. Frey, S. Kleszczynski, R. Busch, V. Uhlenwinkel, L. Mädler, N. Ellendt
ABSTRACT Laser powder bed fusion of metals (PBF-LB/M) is advantageous for manufacturing bulk metallic glasses with size and geometrical freedom. However, the oxygen uptake along the production chain can negatively impact the generation of high-quality, amorphous parts. In this context, Cu–Ti-based alloys were gas-atomised and additively manufactured using commercial- (CP) and high-purity (HP) feedstocks. The oxygen absorption in each processing step was tracked and related to the amorphous phase formation and glass-forming ability (GFA) of alloys. Results show an increasing oxygen absorption, considerably influenced by the starting feedstock, especially for CP. In HP material, the most contribution is inherent from the powder oxygen content. Results reveal the lack of influence of the oxygen content in the GFA. TEM analysis of commercial powder and PBF-LB/M sample show uniform and featureless micrographs, displaying the absence of oxygen-induced nucleation. The present contribution enhances the qualification and economic processability of amorphous metals by PBF-LB/M.
激光粉末床熔融金属(PBF-LB/M)是制造具有尺寸和几何自由度的大块金属玻璃的有利技术。然而,沿着生产链的氧气摄取会对高质量非晶零件的产生产生负面影响。在这种情况下,cu - ti基合金被气体雾化,并使用商业(CP)和高纯度(HP)原料进行增材制造。跟踪了各加工步骤的氧吸收,并将其与合金的非晶相形成和非晶形成能力(GFA)联系起来。结果表明,氧吸收率增加,很大程度上受起始原料的影响,特别是CP。在HP材料中,最大的贡献来自粉末氧含量。结果表明GFA中氧含量的影响不大。对商品粉末和PBF-LB/M样品的TEM分析显示,样品的显微形貌均匀且无特征,没有氧诱导成核。本研究提高了PBF-LB/M非晶金属的加工质量和经济性能。
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引用次数: 0
Nozzle clogging in vacuum induction melting gas atomisation: influence of gas pressure and melt orifice diameter coupling 真空诱导熔化气体雾化中喷嘴堵塞:气体压力和熔体孔径耦合的影响
IF 1.4 4区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2023-03-16 DOI: 10.1080/00325899.2023.2189083
Junfeng Wang, Min Xia, Jialun Wu, C. Ge
ABSTRACT The clogging problem of close-coupled nozzles in the vacuum induction melting gas atomisation (VIGA) process is studied by numerical simulation and industrial experiments. To understand the factors affecting lick back on the nozzle, volume of fluid (VOF) multiphase flow model simulation was adopted to visualise the motion of alloy melt around the outer wall of the delivery tube in the primary atomisation process. When the melt orifice diameter is 4 mm and the atomisation pressure is close to 3.5 MPa, the atomisation process is continuous, the powder particle size is fine, and the atomiser can be reused. When the orifice diameter is 5 mm, and the atomisation pressure is greater than 2.5 MPa, the risk of nozzle clogging is avoided, the powder size is relatively coarse. In the case of using the same atomiser structure, this study explains the mechanism of lick-back and the resulting nozzle damage in VIGA units.
摘要通过数值模拟和工业实验,研究了真空感应熔化气体雾化(VIGA)过程中紧密耦合喷嘴的堵塞问题。为了了解影响喷嘴回舔的因素,采用流体体积(VOF)多相流模型模拟来可视化合金熔体在一次雾化过程中围绕输送管外壁的运动。当熔体孔口直径为4mm,雾化压力接近3.5MPa时,雾化过程是连续的,粉末粒度很细,雾化器可以重复使用。当孔口直径为5mm,雾化压力大于2.5MPa时,避免了喷嘴堵塞的风险,粉末尺寸相对较粗。在使用相同雾化器结构的情况下,本研究解释了VIGA装置中回舔的机制以及由此产生的喷嘴损坏。
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引用次数: 0
A study of the anisotropy of dimensional change in the compaction plane during sintering of low alloyed cold compacted steels 低合金冷压钢烧结过程中压实面尺寸变化的各向异性研究
IF 1.4 4区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2023-03-06 DOI: 10.1080/00325899.2023.2185340
O. Uçak, M. Zago, J. Voglhuber, I. Cristofolini
ABSTRACT The anisotropy of dimensional change in compaction plane of rings made of three low alloyed steels was investigated as a function of green density and geometry. Increasing green density and (D ext–D int)/H ratio, the anisotropy of both shrinkage and swelling increases. A correlation with springback during ejection of the rings from die cavity after cold compaction was found. The ratio between the dimensional changes of diameters, as a function of the ratio between springback of diameters, describes a linear correlation intersecting point (1,1), representative of isotropic behaviour. This correlation confirms the hypothesis of an effect of micropores, generated in the green parts during ejection from die cavity, on dimensional change anisotropy. An analytical correlation was determined for the anisotropy of dimensional change in the compaction plane as a function of green density and geometrical parameter, which can be implemented in the design methodology accounting for the anisotropic dimensional change previously proposed.
研究了三种低合金钢环件压实面尺寸变化的各向异性随生坯密度和几何形状的变化规律。随着绿密度和(D外- D内)/H比值的增大,收缩和膨胀的各向异性均增大。发现了冷压成型后环模型腔顶出时回弹的相关性。直径的尺寸变化之比,作为直径回弹之比的函数,描述了一个线性相关相交点(1,1),代表各向同性行为。这种相关性证实了微孔对尺寸变化各向异性的影响的假设,微孔是在模腔射出过程中产生的。确定了压实面尺寸变化的各向异性与绿色密度和几何参数之间的解析相关性,这可以在考虑先前提出的各向异性尺寸变化的设计方法中实现。
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引用次数: 0
The application of the model equation method in the preparation of porous copper by using needlelike and spherical carbamide as a space holder 模型方程法在针状球形尿素作为空间载体制备多孔铜中的应用
IF 1.4 4区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2023-02-10 DOI: 10.1080/00325899.2023.2177015
X. Jian, L. Xin, Cai Yunhe, Xingting Li, Yongqiang Lin, Jintao Xi
ABSTRACT The measurement and predictive functions of the model equation method in the preparation of porous copper were studied. Needlelike and spherical carbamide was used as a space holder with volume content between 10 and 80%. One step of heat treatment for green compacts was applied to fabricate porous copper. A criterion for determining the uniformity of external dimensions of porous copper was proposed. The results showed that the mass follows the law of conservation and the height of porous copper decreased as the increase of spacer content while there was no regularity for the diameter. The porosity of porous copper calculated by the model equation method was equal to those of by the mass volume method. The theoretical formula obtained to describe the relationship between porosity and spacer content of porous copper intersects with the empirical formula. The results indicated that the measurement function of the model equation method was easier to play than the prediction function.
研究了模型方程法在多孔铜制备中的测量和预测函数。采用针状球形尿素作为空间保持剂,体积含量在10% ~ 80%之间。采用绿色压坯一步热处理工艺制备多孔铜。提出了一种测定多孔铜外形尺寸均匀性的判据。结果表明:多孔铜的质量遵循守恒定律,多孔铜的高度随间隔物含量的增加而减小,而孔径则无规律。模型方程法计算的多孔铜孔隙率与质量体积法计算的孔隙率相等。所得的描述多孔铜孔隙度与间隔剂含量关系的理论公式与经验公式相吻合。结果表明,模型方程法的测量函数比预测函数更容易发挥作用。
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引用次数: 0
Solid-state processing of surplus aluminium alloy powders through a combination of field-assisted sintering technology and hot rolling 场助烧结与热轧相结合的剩余铝合金粉末固态加工
IF 1.4 4区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2023-01-29 DOI: 10.1080/00325899.2023.2171582
S. Graham, A. Patel, B. Fernández Silva, W. Stott, G. Baxter, M. Roscher, M. Jackson
ABSTRACT Metal additive manufacturing techniques typically operate using powders with limited particle size ranges, but atomisation processes produce significant amounts of particles outside these ranges, resulting in an accumulation of out-of-size specification metal powders without a clear use case. Field-assisted sintering technology (FAST) can provide an alternative, solid-state processing route to consolidate these powders into billets for subsequent processing, or directly into near-net shape components. In this study, surplus powders of A20X, an aerospace approved aluminium alloy developed by Aluminium Materials Technologies (ECKART GmbH), were processed using FAST and subsequently hot rolled to produce sheet material. Tensile properties were similar to hot rolled conventional cast material and comparable to additively manufactured product. This indicates that FAST is an effective option for converting surplus metal powders into useful products, while improving sustainability in the additive supply chain. GRAPHICAL ABSTRACT
金属增材制造技术通常使用具有有限粒度范围的粉末进行操作,但雾化过程会产生大量超出这些范围的颗粒,导致没有明确使用案例的超尺寸规格金属粉末的积累。场辅助烧结技术(FAST)可以提供一种替代的固态加工路线,将这些粉末固化成坯料,用于后续加工,或者直接成近净形状的部件。在这项研究中,A20X的剩余粉末是由铝材料技术公司(ECKART GmbH)开发的一种航空航天批准的铝合金,使用FAST进行加工,随后进行热轧以生产板材。拉伸性能与热轧常规铸造材料相似,可与增材制造产品相媲美。这表明FAST是将剩余金属粉末转化为有用产品的有效选择,同时提高了增材供应链的可持续性。图形抽象
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引用次数: 0
Comparison of methods for characterising the steel cleanness in powder metallurgical high-speed steels 粉末冶金高速钢钢洁净度表征方法的比较
IF 1.4 4区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2023-01-29 DOI: 10.1080/00325899.2023.2170848
M. Schickbichler, S. Ramesh Babu, M. Hafok, C. Turk, G. Schneeberger, A. Fölzer, S. Michelic
ABSTRACT Powder metallurgical (PM) steels are characterised by a very high cleanness level. Single mesoscopic inclusions can nevertheless induce material failure under the extreme exposed stresses in the final product. Extensive knowledge about the cleanness of these steels is therefore essential. Various methods for inclusion analyses are available, providing different information about the non-metallic inclusion population present in the steel matrix. Several state-of-the-art methods of inclusion analysis are compared, considering morphological parameters and chemical composition of the detected inclusions as well as the required time effort and statistics behind the specific method. Tests were carried out with a standard PM steel HS6-5-3C. Combined with chemical extraction, automated SEM/EDS measurements enable a clear description of the microscopic cleanness level. Statistical analyses using the extreme value theory allowed the prediction of the maximum inclusion size in the investigated samples.
粉末冶金(PM)钢的特点是具有非常高的清洁度。然而,在最终产品的极端暴露应力下,单个介观夹杂物可能导致材料失效。因此,对这些钢的清洁度有广泛的了解是必不可少的。有各种各样的夹杂物分析方法,提供了关于钢基体中非金属夹杂物种群的不同信息。本文比较了几种最先进的夹杂物分析方法,考虑了检测到的夹杂物的形态参数和化学成分,以及具体方法背后所需的时间和统计数据。试验采用标准PM钢HS6-5-3C进行。结合化学萃取,自动化的SEM/EDS测量能够清晰地描述微观清洁水平。利用极值理论进行统计分析,可以预测所调查样本中的最大夹杂物大小。
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引用次数: 0
Influence of powder forging and heat treatment conditions on the properties of the cost-effective Ti-5Al-2.5Fe alloy 粉末锻造和热处理条件对高性价比Ti-5Al-2.5Fe合金性能的影响
IF 1.4 4区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2023-01-17 DOI: 10.1080/00325899.2023.2165760
L. Bolzoni, M. Jia, F. Yang
ABSTRACT The Ti-5Al-2.5Fe alloy is a cheaper α+β Ti alloy with mechanical performance comparable to those of the Ti-6Al-4V alloy whose cost could be further reduced by producing it via powder metallurgy. In this study, the effect of the thermomechanical deformation temperature on the properties of the Ti-5Al-2.5Fe alloy produced from elemental powders was studied. Furthermore, the effect of the modification of the microstructure via heat treatments on the properties of the forged billets was analysed. This study demonstrates that powder forging can successfully be used to manufacture α+β Ti alloys and the selection of the forging temperature significantly affects the mechanical behaviour, where the lower the forging temperature the stronger and the less ductile the material. The post-processing via solution treatment plus aging generally improves the mechanical properties of the Ti-5Al-2.5Fe alloy, especially in terms of ductility, without compromising the strength.
摘要:Ti- 5al -2.5 fe合金是一种价格低廉的α+β钛合金,其力学性能可与Ti- 6al - 4v合金相媲美,采用粉末冶金技术可进一步降低其生产成本。本文研究了热变形温度对元素粉末制备的Ti-5Al-2.5Fe合金性能的影响。进一步分析了热处理组织的改变对锻坯性能的影响。研究表明,粉末锻造可以成功地制造α+β Ti合金,锻造温度的选择对材料的力学性能有显著影响,锻造温度越低,材料的强度越大,塑性越差。通过固溶处理和时效的后处理通常可以提高Ti-5Al-2.5Fe合金的机械性能,特别是在延展性方面,而不影响强度。
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引用次数: 0
Investigation of mechanical and microstructure characteristics of Ti64-bagasse ash composite produced by the SPS process SPS法制备ti64 -甘蔗渣灰复合材料的力学与微观结构研究
IF 1.4 4区 材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2023-01-06 DOI: 10.1080/00325899.2022.2163551
Mahdi Mirzaaghaei, F. Qods, H. Arabi, M. Milani, B. Mohammad Sadeghi, M. Nourbakhsh
ABSTRACT The aim of this study was to investigate and fabricate a Ti64-bagasse ash (BA) composite using the spark plasma sintering (SPS) method. Accordingly, the samples were fabricated under partial densification. XRD analysis, optical and electron microscopy (SEM), hardness measurement, and bending test were used to study the phases formed, the morphology of powders, microstructure, and mechanical properties of the samples, respectively. The results showed that increasing the volume percentage of bagasse ash affected the mechanical properties of the samples in addition to the microstructure. It was also observed that in the samples containing 5 vol.% bagasse ash, in addition to a significant decrease in the value of elastic modulus, the sample fabricated contained pores with a wall composed of ceramic and metal. GRAPHICAL ABSTRACT
摘要本研究的目的是利用火花等离子体烧结(SPS)方法研究和制备Ti64蔗渣灰(BA)复合材料。因此,样品是在部分致密化的情况下制造的。采用XRD分析、光学和电子显微镜(SEM)、硬度测量和弯曲试验分别研究了样品的相组成、粉末形态、微观结构和力学性能。结果表明,增加蔗渣灰的体积百分比不仅会影响试样的微观结构,还会影响试样的力学性能。还观察到,在含有5 体积%的蔗渣灰,除了弹性模量的值显著降低之外,所制备的样品还包含具有由陶瓷和金属组成的壁的孔。图形摘要
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引用次数: 1
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Powder Metallurgy
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