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Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability最新文献

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Primary Chatter and Limiting Chip Load in Turning Under Negative Process Damping 负工艺阻尼下车削的主要颤振和极限切屑负载
Ming-Jen Hsu, Jiunn-Jyh Wang
This paper presents an analysis of primary chatter under velocity-induced negative process damping in the peripheral outer diameter turning of medium carbon steel. A first-order approximation model of the instant specific cutting force with respect to dynamic cutting speed was established and the slope was defined as the specific process damping coefficient (SPDC) to investigate the negative process damping with respect to cutting speed, depth of cut, and chip thickness. The process damping coefficient was defined as the product of the specific process damping coefficient and chip load. The total system damping coefficient as the sum of the process damping coefficient and structural damping coefficient determines the system stability and predict primary chatter. The SPDCs were obtained through experiments under various speeds, feeds, and depths of cut by using a tool system with force sensors and accelerometers. The SPDCs were insensitive to cutting speeds of 2.5 to 5.5 m/sec and ranged from −1514 and −716 MPa·s/m for feeds per revolution of 0.058 to 0.118 mm, respectively. The higher negative SPDC at smaller chip thickness reduces the limiting stable chip load. Equations for the limiting chip load and limiting depth of cut were derived and validated by experiments. Stability diagrams of limiting chip load and limiting depth with respect to feed per revolution were created to provide guidance on preventing primary chatter.
本文分析了中碳钢外径外径车削过程中速度负阻尼作用下的初级颤振。建立了瞬时比切削力与动态切削速度的一阶近似模型,并将斜率定义为比工艺阻尼系数(SPDC),研究了与切削速度、切削深度和切屑厚度相关的负工艺阻尼。将工艺阻尼系数定义为具体工艺阻尼系数与芯片载荷的乘积。系统总阻尼系数作为过程阻尼系数和结构阻尼系数的总和,决定了系统的稳定性并预测了系统的初始颤振。利用带有力传感器和加速度计的刀具系统,在不同的切削速度、进给量和切削深度下进行了实验,得到了spdc。spdc对2.5 ~ 5.5 m/s的切削速度不敏感,对于0.058 ~ 0.118 mm的转速,spdc的变化范围分别为- 1514 ~ - 716 MPa·s/m。在较小的芯片厚度下,较高的负SPDC降低了芯片的极限稳定负载。推导了极限切屑载荷和极限切削深度的计算公式,并通过实验进行了验证。创建了限制芯片负载和限制深度相对于每转进给的稳定性图,以提供防止初级颤振的指导。
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引用次数: 0
Acoustic Emission Sensors to Monitor Early Onset of Necking During Uniaxial Tension 声发射传感器监测在单轴拉伸过程中颈缩的早期发作
M. Baral, Ali Al-Jewad, A. Breunig, J. Ha, P. Groche, Y. Korkolis, B. Kinsey
Elastic waves are generated and propagate when a material undergoes plastic deformation and can be detected by acoustic emission (AE). In this work, AE measurements are obtained during a uniaxial tension (UT) test using a custom-made sensor employing piezoelectric crystals. The UT tests are performed on an MTS machine with two AE sensors clamped on each end of the specimen gage section. A low pass Butterworth filter is designed to attenuate the high frequency noise from the AE signals. Also, full-field strain measurements on the specimen surface are acquired using the 2-D digital image correlation (DIC) method. A typical result from a UT test reveals, as the plastic deformation increases, the AE signals from each sensor increase until they reach a maximum value followed by a drop of signal until the specimen fractures. It is found through interrogation of the DIC images that the maximum amplitude from the AE signals corresponds to the early onset of localized necking. The goal of this work is to implement the UT findings in an actual forming process (e.g., cup drawing) and monitor the event in real time using closed loop control to achieve improved formability.
弹性波是材料发生塑性变形时产生和传播的,可以通过声发射(AE)来检测。在这项工作中,使用使用压电晶体的定制传感器在单轴张力(UT)测试期间获得声发射测量。UT测试是在MTS机器上进行的,两个声发射传感器夹在试样计部分的每一端。设计了一种低通巴特沃斯滤波器来衰减声发射信号中的高频噪声。同时,利用二维数字图像相关(DIC)方法获得了试件表面的全场应变测量值。UT测试的典型结果表明,随着塑性变形的增加,来自每个传感器的声发射信号增加,直到达到最大值,然后信号下降,直到试样破裂。通过对DIC图像的分析发现,声发射信号的最大振幅对应于局部颈缩的早期发生。这项工作的目标是在实际成形过程(例如,杯形拉伸)中实施UT发现,并使用闭环控制实时监控事件,以实现改进的成形性。
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引用次数: 0
Investigating the Role of Auditory Perception of Cutting Process Conditions in CNC Machining 切削过程条件听觉感知在数控加工中的作用研究
K. Jarosz, Yunbo Zhang, R. Liu
In the era of Industry 4.0, the machining sound has been extensively adopted in tool condition monitoring systems, virtual machining environment, and remote machining solutions. However, only limited attention has been paid to understand how experienced machinists detect tool wear and improper cutting conditions based on their hearing in the real machining environment. This paper aims to experimentally investigate and analyze the auditory perception of CNC operators during the cutting process and their capabilities of detecting unfavorable cutting conditions and faults using their sense of hearing and expertise. The sound in the machining environment was analyzed in the aspect of sound pressure levels (SPL). Optimal positions for sound sample acquisition were determined and audio data was recorded for future analysis. Experimental cutting tests with simulated process faults were conducted, where machinists with varying degrees of experience observed the process, listened to the machining sound and tried to determine whether cutting conditions were normal or if faults occurred. The primary research goal was to analyze how well operators can monitor the process using their various senses and to investigate the role of sound and auditory perceptions of trained professionals in cutting process supervision and monitoring. SPL measurements have shown that the sound pressure varies substantially in the machining environment, which is expected to affect the quality and volume of recorded machining sound depending on microphone positioning. Cutting tests have shown that the machinists use various senses to determine faults in the process, relying most significantly on auditory stimuli, with other factors, such as vibrations or visual examination of the workpiece having a secondary effect in the assessment of cutting process conditions and outcomes.
在工业4.0时代,加工声音已广泛应用于刀具状态监测系统、虚拟加工环境、远程加工解决方案中。然而,对于有经验的机械师如何在真实的加工环境中根据他们的听力来检测刀具磨损和不适当的切削条件,人们只给予了有限的关注。本文旨在实验调查和分析CNC操作员在切割过程中的听觉感知,以及他们利用听觉和专业知识检测不利切割条件和故障的能力。从声压级(SPL)的角度分析了加工环境中的声音。确定声音样本采集的最佳位置,并记录音频数据以供将来分析。进行了模拟工艺故障的实验切削试验,由具有不同经验程度的机械师观察工艺,聆听加工声音,并试图确定切削条件是否正常或是否发生故障。研究的主要目标是分析操作人员如何利用他们的各种感官来监控过程,并调查训练有素的专业人员在切割过程监督和监控中的声音和听觉感知的作用。声压级测量表明,在加工环境中,声压变化很大,根据麦克风的位置,这将影响录制的加工声音的质量和音量。切削试验表明,机械师使用各种感官来确定加工过程中的故障,主要依靠听觉刺激,其他因素,如工件的振动或视觉检查,在评估切削过程条件和结果方面具有次要作用。
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引用次数: 1
Experimental Study of Microscopic Morphology and Material Property for Recycled Polyamide 12 Powder in Selective Laser Sintering 选择性激光烧结再生聚酰胺12粉末微观形貌及材料性能的实验研究
Mohammad Aman Ullah Al Amin, Yiran Yang, Md Humaun Kobir, Lei Di
Selective laser sintering has become one of the most popular additive manufacturing technologies owing to its great capability of fabricating complex structures with reduced or even eliminated need for the support structure. Meanwhile, an average of 50% to 70% of the consumed powder materials is not directly used for part fabrication. To reduce material waste and enhance material usage efficiency, research studies have been conducted to facilitate the recycling and/or reusing of the waste powder in selective laser sintering. In this research, polyamide 12 powders are studied including virgin powder, waste powder, recycled powder, and mixed powder (with a 30% refresh rate) in terms of their microscopic morphology and material properties. In addition, the location of the powder sampled from the build chamber is also studied for its impact on the powder size and shape. Experimental results show that the average particle size does not change much in different samples, but the standard deviation increases in waste powder. Furthermore, the averaged ultimate tensile strength of test specimens fabricated with virgin powder is around 25% higher than specimens made with mixed powder (30% virgin powder and 70% recycled powder), showing a clear mechanical degradation.
选择性激光烧结技术能够在制造复杂结构的同时减少甚至消除对支撑结构的需求,已成为最受欢迎的增材制造技术之一。同时,平均50%到70%的消耗粉末材料不直接用于零件制造。为减少物料浪费及提高物料使用效率,我们进行了研究,以促进选择性激光烧结的废粉的回收及/或再用。在本研究中,对聚酰胺12粉末进行了微观形貌和材料性能的研究,包括原粉、废粉、回收粉和混合粉(30%刷新率)。此外,还研究了从构建室取样的粉末的位置对粉末尺寸和形状的影响。实验结果表明,不同样品的平均粒径变化不大,但废粉的标准差增大。此外,与混合粉末(30%原始粉末和70%再生粉末)制成的试样相比,用原始粉末制成的试件的平均极限抗拉强度提高了25%左右,表现出明显的力学退化。
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引用次数: 0
Embrace the Imperfection: How Intrinsic Variability of Roll-to-Roll Manufactured Environmental Sensors Enable Self-Calibrating, High-Precision Quorum Sensing 拥抱不完美:卷对卷制造环境传感器的内在可变性如何实现自校准,高精度群体感应
Ajanta Saha, Sarath Gopalakrishnan, J. Waimin, S. Sedaghat, Ye Mi, N. Glassmaker, Mukkerem Cakmak, A. Shakouri, R. Rahimi, Muhammad A. Alam
Roll-to-Roll (R2R) process is well suited for manufacturing low cost, miniaturized, solid contact Ion-selective electrodes (ISEs) of potentiometric sensors to be used for continuous monitoring of various analytes in environmental, industrial, and health-care applications. It is presumed that the intrinsic thickness variability of the R2R process would limit the accuracy of the ISE-based sensors and would make them inferior to sensors fabricated by higher precision manufacturing processes. Instead, in this paper we propose to use the intrinsic variability of R2R process as a “resource” to achieve high-accuracy sensing even when the sensors are operated in uncontrolled field conditions. This is achieved by applying a fundamentally new physics-guided statistical approach involving: (i) ‘Self calibration’ where we calculate temperature from differential measurement of the ISEs induced by R2R variability to calibrate the sensors in uncontrolled temperature condition, and (ii) ‘Quorum sensing’ where we use a collection of R2R manufactured sensors to estimate the true concentration considering credibility of each sensor calculated by Bayesian Maximum Likelihood Estimation method. With these two new techniques, we demonstrate the use of “low-precision” R2R sensors to measure nitrate concentration of an agricultural field continuously over a period of 15 days within 10% of the ground-truth measured by the traditional high-precision commercial nitrate sensor.
卷对卷(R2R)工艺非常适合制造低成本、小型化、固体接触离子选择电极(ISEs)的电位传感器,用于环境、工业和医疗保健应用中的各种分析物的连续监测。据推测,R2R工艺的固有厚度可变性将限制基于ise的传感器的精度,并使其不如采用更高精度制造工艺制造的传感器。相反,在本文中,我们建议使用R2R过程的内在可变性作为“资源”,即使传感器在不受控制的现场条件下运行,也可以实现高精度传感。这是通过应用一种全新的物理指导的统计方法来实现的,包括:(i)“自校准”,我们通过R2R可变性引起的ISEs的差分测量来计算温度,以校准温度不受控制条件下的传感器,以及(ii)“群体感应”,我们使用R2R制造的传感器集合来估计真实浓度,考虑到贝叶斯最大似然估计方法计算的每个传感器的可信度。通过这两种新技术,我们展示了使用“低精度”R2R传感器在传统高精度商用硝酸盐传感器测量的地面真值的10%范围内连续测量农田硝酸盐浓度15天。
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引用次数: 1
Incremental Sheet Forming of the WKU Big Red Mascot WKU大红吉祥物的渐进式板材成型
Asghar Rezasoltani, Matthew Crocker, J. Rice, Avery Black
The robotic incremental sheet forming process, including the CAD design, programming, and robotic manufacturing, as performed to form the school’s Big Red Mascot shape on a flat 30″ × 30″, gauge 26, AL 3003 sheet is explained in this research. This paper explains the technics used in the design, programming, and manufacturing processes to avoid or minimize typical ISF manufacturing problems such as spring-back effect, pillow effect, orange peel effect, and maximum wall angles. The quality of the forming process was investigated visually and by measuring the surface quality and geometric accuracy using a surface tester machine and a 3D scanner. The novelty of the work is the ISF manufacturing of the complex Big Red shape compared to the simple shapes reported in other research, as well as the experimental and measurement setup used in this research.
机器人增量板成形过程,包括CAD设计,编程和机器人制造,在一个平坦的30″× 30″,规格26,AL 3003板上形成学校的大红色吉祥物形状。本文解释了在设计、编程和制造过程中使用的工艺,以避免或尽量减少典型的ISF制造问题,如回弹效应、枕头效应、橘皮效应和最大壁角。利用表面测试机和三维扫描仪对成形过程的表面质量和几何精度进行了目测和测量。与其他研究中报道的简单形状相比,这项工作的新颖之处在于复杂大红形状的ISF制造,以及本研究中使用的实验和测量装置。
{"title":"Incremental Sheet Forming of the WKU Big Red Mascot","authors":"Asghar Rezasoltani, Matthew Crocker, J. Rice, Avery Black","doi":"10.1115/msec2022-78600","DOIUrl":"https://doi.org/10.1115/msec2022-78600","url":null,"abstract":"\u0000 The robotic incremental sheet forming process, including the CAD design, programming, and robotic manufacturing, as performed to form the school’s Big Red Mascot shape on a flat 30″ × 30″, gauge 26, AL 3003 sheet is explained in this research. This paper explains the technics used in the design, programming, and manufacturing processes to avoid or minimize typical ISF manufacturing problems such as spring-back effect, pillow effect, orange peel effect, and maximum wall angles.\u0000 The quality of the forming process was investigated visually and by measuring the surface quality and geometric accuracy using a surface tester machine and a 3D scanner. The novelty of the work is the ISF manufacturing of the complex Big Red shape compared to the simple shapes reported in other research, as well as the experimental and measurement setup used in this research.","PeriodicalId":23676,"journal":{"name":"Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability","volume":"32 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85994444","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Visualization Error Analysis for Augmented Reality Stereo Video See-Through Head-Mounted Displays in Industry 4.0 Applications 工业4.0应用中增强现实立体视频透视头戴式显示器的可视化误差分析
Wenhao Yang, Yunbo Zhang
Under the fourth industrial revolution (Industry 4.0), Augmented Reality (AR) provides new affordances for a variety of applications, such as AR-based human-robot interaction, virtual assembly assistance, and workforce virtual training. The see-through head-mounted displays (STHMDs), based on either optical see-through or video see-through technologies, are the primary AR device to augment the visual perception of the real environment with computer-generated contents through a hand-free headset. Specifically, the video see-through STHMDs process the superimposing of the real environment and virtual contents based on the digital images and output it to users, while optical see-through STHMDs display virtual contents through the optics-based near-eyes display with users’ normal view of the real scene kept. For both types of AR devices, the accuracy of visualization is essential. For example, in AR-based human-robot interaction, the inaccurate rendering of 3D virtual objects with respect to the real environment, will lead to users’ mistaking operations, and therefore, causes an invalid tool path planning result. In spite of many works related to system calibration and error reduction for optical see-through STHMDs, there are few efforts at figuring out the nature and factors of those errors in video see-through STHMDs. In this paper, taking consumer-available AR video see-through STHMDs as an example, we identify error sources of registration and build a mathematical model of the display progress to describe the error propagation in the stereo video see-through systems. Then, based on the mathematical model of the system, the sensitivity of each error source to the final registration error is analyzed. Finally, possible solutions of error correction are suggested and summarized in the general video see-through STHMDs.
在第四次工业革命(工业4.0)下,增强现实(AR)为各种应用提供了新的支持,例如基于AR的人机交互、虚拟装配辅助和劳动力虚拟培训。透明头戴式显示器(sthmd)基于光学透明或视频透明技术,是主要的AR设备,通过免提耳机通过计算机生成的内容增强对真实环境的视觉感知。具体来说,视频透视式sthmd是根据数字图像对真实环境和虚拟内容进行叠加处理并输出给用户,而光学透视式sthmd则是通过基于光学的近眼显示来显示虚拟内容,同时保持用户对真实场景的正常视角。对于这两种类型的AR设备,可视化的准确性至关重要。例如,在基于ar的人机交互中,3D虚拟物体相对于真实环境的渲染不准确,会导致用户的错误操作,从而导致无效的刀具路径规划结果。尽管对光学透明sthmd的系统校准和误差减小进行了大量的研究,但对视频透明sthmd的误差性质和影响因素的研究却很少。本文以消费级AR视频透明sthmd为例,识别配准误差源,建立显示过程的数学模型,描述立体视频透明系统中的误差传播。然后,在系统数学模型的基础上,分析了各误差源对最终配准误差的敏感性。最后,对一般视频透明sthmd中可能的纠错解决方案进行了建议和总结。
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引用次数: 0
Process Temperatures and Material Flow in Friction Stir Welding of High Density Polyethylene (HDPE) 高密度聚乙烯(HDPE)搅拌摩擦焊接的工艺温度和物料流动
J. Sheikh-Ahmad, R. U. Rehman, S. Deveci, F. Almaskari
In this study we investigate the effect of material temperatures on material flow and weld quality in the friction stir welding of bi-modal high density polyethylene (HDPE). The heat input to the process was controlled by varying the tool rotational speed, welding speed and the material initial temperature. Preheating of the HDPE blanks on the bottom surface of the weld was incorporated in order to increase the material flow in this relatively colder region. Temperatures on the boundary surfaces of the HDPE blanks were measured using an infrared camera and thermocouples. Material flow patterns were observed by welding two different colors of the polymer blanks, white on the advancing side and black on the retreating side. Joint quality was assessed using optical microscopy and joint strength was measured by tensile testing. It was found that material temperatures greatly affect the material flow in the weld zone, which in turn affects the tendency to form defects and the overall joint quality. High joint efficiencies and large elongations in excess of 100% were obtained when the material temperatures across the thickness were in excess of 100 °C.
本文研究了材料温度对双模态高密度聚乙烯(HDPE)搅拌摩擦焊接中材料流动和焊缝质量的影响。通过改变刀具转速、焊接速度和材料初始温度来控制该工艺的热输入。在焊缝底表面对HDPE毛坯进行预热,以增加这个相对较冷区域的材料流动。利用红外摄像机和热电偶对HDPE坯料边界表面的温度进行了测量。通过焊接两种不同颜色的聚合物毛坯,前进侧为白色,后退侧为黑色,观察了材料流动模式。使用光学显微镜评估关节质量,通过拉伸试验测量关节强度。结果表明,材料温度对焊缝区域的材料流动有较大影响,进而影响缺陷的形成趋势和接头的整体质量。当材料温度超过100°C时,接头效率高,伸长率超过100%。
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引用次数: 0
Effect of Alloying Elements of Al Alloy on the Interfacial Microstructure and Fracture Behaviour of Al Alloy/Steel Inertia Friction Welded Joint: A Comparative Study 铝合金合金元素对铝合金/钢惯性摩擦焊接接头界面组织及断裂行为影响的对比研究
Hong Ma, Peihao Geng, G. Qin
The present study highlighted the effect of alloying elements in Al alloy on the interfacial microstructure, and the corresponding fracture behaviour of the Al alloy/steel inertia friction welded joint by selectively adopting two types of Al alloys. A strong texture of <111>//radial direction was formed on the Al alloy side in both types of joints, while no obvious changes were identified on the steel side. Different types of intermetallic compounds (IMCs) were formed at the weld interface. In the Al-Mg-Si alloy/steel joint produced at a low heat input, the interfacial microstructure was composed of a nanoscale amorphous layer and partially crystallised layer, while it turned into a fully crystallised Fe2Al5 phase with Si enriched when the heat input was enhanced. In the Al-Cu alloy/steel joint, Cu was enriched at the weld interface, with the possible formation of Fe-Al-Cu based IMCs. Moreover, a two-layered structure of IMC with different compositions of Cu appeared when the joint was prepared at a high heat input. Such distinct interfacial microstructure caused different fracture behaviours of joints. An interfacial reaction layer less than 130 nm thick led to the failure of Al alloy rather than the weld interface which easily happened at a thicker IMC.
本研究通过选择性采用两种铝合金,重点研究了铝合金中合金元素对铝合金/钢惯性摩擦焊接接头界面组织及相应断裂行为的影响。两种接头在铝合金侧均形成了强烈的//径向织构,而钢侧无明显变化。焊缝界面形成了不同类型的金属间化合物(IMCs)。在低热输入条件下生产的Al-Mg-Si合金/钢接头中,界面微观结构由纳米级非晶层和部分结晶层组成,而当热输入增强时,界面微观结构变为富含Si的完全结晶Fe2Al5相。在Al-Cu合金/钢接头中,Cu在焊缝界面富集,可能形成Fe-Al-Cu基IMCs。在高热输入下制备接头时,出现了含不同Cu成分的两层IMC结构。这种不同的界面微观结构导致了不同的接头断裂行为。界面反应层厚度小于130 nm是导致铝合金失效的主要原因,而界面反应层厚度较厚时容易导致铝合金失效。
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引用次数: 0
Directed Energy Deposition Using Non-Spherical Metal Powders? 非球形金属粉末定向能沉积?
Richie Garg, Harish Singh Dhami, Priti Ranjan Panda, K. Viswanathan
Metal additive manufacturing (AM) enables the production of non-trivial geometries and intricate internal structures. Directed energy deposition (DED) is one such AM process that has the inherent advantage of producing multi-material components on complex pre-existing geometries. Significant recent interest in DED processes has been driven by the need for inexpensive powders and potential material recycling. In this work, we explore the possibility of using non-standard arbitrary shaped metal powders within the DED process. A standard numerical model, comprising a three-dimensional viscous, compressible, turbulent solver with two-way discrete phase coupling is employed to understand the mechanics of gas-driven non-spherical powder flow. Spatial distributions of non-spherical powder on a set of pre-existing geometric features (e.g., corners, curved surfaces) are evaluateds and compared with standard spherical powders. The effect of particle collisions on the substrate is evaluated and corresponding density distributions are quantified. Non-spherical particles are generally found to exhibit higher velocities, and greater deposition track width, compared to spherical particles. Our simulations also reveal the effect of particle shape on their flow properties and final powder density. Using a custom-built DED configuration, we present preliminary experimental results of single-track depositions using both spherical and non-spherical powder particles. Based on our findings, we make a case for the use of non-spherical powders for DED applications.
金属增材制造(AM)能够生产非平凡的几何形状和复杂的内部结构。定向能沉积(DED)是一种AM工艺,具有在复杂的预先存在的几何形状上生产多材料部件的固有优势。最近对DED工艺的重大兴趣是由于需要廉价的粉末和潜在的材料回收。在这项工作中,我们探索了在DED工艺中使用非标准任意形状金属粉末的可能性。采用一个具有双向离散相耦合的三维粘性可压缩湍流求解器的标准数值模型来理解气驱非球形粉末流动的力学。非球形粉末在一组预先存在的几何特征(例如,角,曲面)上的空间分布进行了评估,并与标准球形粉末进行了比较。评估了粒子碰撞对衬底的影响,并量化了相应的密度分布。与球形颗粒相比,非球形颗粒通常表现出更高的速度和更大的沉积轨迹宽度。我们的模拟还揭示了颗粒形状对其流动特性和最终粉末密度的影响。使用定制的DED配置,我们提出了球形和非球形粉末颗粒单轨道沉积的初步实验结果。基于我们的研究结果,我们提出了非球形粉末用于DED应用的案例。
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引用次数: 0
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Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability
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