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Optimization-Based Disassembly Sequence Planning Under Uncertainty for Human-Robot Collaboration 不确定条件下基于优化的人机协作拆卸顺序规划
IF 1 Q4 ENGINEERING, MANUFACTURING Pub Date : 2022-06-27 DOI: 10.1115/msec2022-85383
Hao-yu Liao, Yuhao Chen, Boyi Hu, S. Behdad
Disassembly is an integral part of maintenance, upgrade, and remanufacturing operations to recover end-of-use products. Optimization of disassembly sequences and the capability of robotic technology are crucial for managing the resource-intensive nature of dismantling operations. This study proposes an optimization framework for disassembly sequence planning under uncertainty considering human-robot collaboration. The proposed model combines three attributes: disassembly cost, disassembleability, and safety, to find the optimal path for dismantling a product and assigning each disassembly operation among humans and robots. The multi-attribute utility function has been employed to address uncertainty and make a tradeoff among multiple attributes. The disassembly time reflects the cost of disassembly and is assumed to be an uncertain parameter with a Beta probability density function; the disassembleability evaluates the feasibility of conducting operations by robot; finally, the safety index ensures the safety of human workers in the work environment. The optimization model identifies the best disassembly sequence and makes tradeoffs among multi-attributes. An example of a computer desktop illustrates how the proposed model works. The model identifies the optimal disassembly sequence with less disassembly cost, high disassembleability, and increased safety index while allocating disassembly operations between human and robot. A sensitivity analysis is conducted to show the model’s performance when changing the disassembly cost for the robot.
拆卸是维护、升级和再制造操作的一个组成部分,以回收使用结束的产品。拆卸顺序的优化和机器人技术的能力对于管理拆卸作业的资源密集型性质至关重要。提出了一种考虑人机协作的不确定条件下拆卸顺序规划优化框架。该模型结合了拆卸成本、可拆卸性和安全性三个属性,寻找产品拆卸的最优路径,并在人与机器人之间分配每个拆卸操作。采用多属性效用函数来解决不确定性问题,并在多个属性之间进行权衡。拆卸时间反映了拆卸的成本,并被假设为具有Beta概率密度函数的不确定参数;可拆卸性评价机器人进行作业的可行性;最后,安全指标保证了人类工人在工作环境中的安全。该优化模型识别出最佳的拆卸顺序,并在多个属性之间进行权衡。一个计算机桌面的例子说明了所提出的模型是如何工作的。该模型通过在人与机器人之间分配拆卸作业,识别出成本低、可拆卸性高、安全系数高的最优拆卸顺序。通过灵敏度分析,验证了该模型在改变机器人拆卸成本时的性能。
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引用次数: 3
3D Printing of Salvinia Water Fern-Inspired Superhydrophobic Structures 萨尔维尼亚水蕨启发超疏水结构的3D打印
IF 1 Q4 ENGINEERING, MANUFACTURING Pub Date : 2022-06-27 DOI: 10.1115/msec2022-85646
Qingqing He, Brandon Bethers, Brian Tran, Yang Yang
Certain types of Salvinia water ferns present a highly water-repellent upper surface along their floating leaves. This is accomplished through the use of structured trichomes, which create hydrophobic and superhydrophobic surfaces. Particularly, there are four different types of trichomes found in Salvinia plants that present these characteristics. They are known as Cucullata type, Oblongifolia type, Natans type and Molesta type. However, these structures are characterized by very small sizes, along with complex shapes. With the advantages of high-efficiency, low-cost, fast-fabrication, and ability of producing microstructures, additive manufacturing (AM), known as 3D printing method, has brought lots of attentions to various academic fields. Herein, we apply a 3D printing method to create biomimetic structures designed after the trichomes on Salvinia. In this work, the hydrophobic properties of the four biomimetic structures were tested through the use of optical contact angle measurements after initial modeling through the CAD program Solidworks. Finally, an Optical Contact Angle measurement device was used to determine the hydrophobic properties of each structure. This study concludes that each of the four biomimetic structures based on the different types of trichomes of Salvinia have hydrophobic performance. In particular, the Natans type and Molesta type show superhydrophobic properties, with the Molesta inspired structure displaying the highest contact angle among the four types. These results suggest that future research into the trichome structures of Salvinia water ferns could produce biomimetic structures with enhanced hydrophobic properties and applications.
某些类型的萨尔维尼亚水蕨类植物沿其漂浮的叶子呈现高度防水的上表面。这是通过使用结构化的毛状体来实现的,毛状体产生疏水和超疏水表面。特别是,在Salvinia植物中发现的四种不同类型的毛状体具有这些特征。它们被称为Cucullata型,Oblongifolia型,Natans型和Molesta型。然而,这些结构的特点是尺寸很小,形状复杂。增材制造(AM)技术以其高效、低成本、快速制造和可制造微结构等优点,受到了各学术领域的广泛关注。在这里,我们应用3D打印的方法来创建仿照萨尔维尼亚上的毛状体设计的仿生结构。在这项工作中,通过CAD程序Solidworks进行初始建模后,通过光学接触角测量来测试四种仿生结构的疏水性。最后,利用光学接触角测量装置测定了各结构的疏水性。本研究的结论是,基于萨尔维尼亚不同类型毛状体的四种仿生结构均具有疏水性能。特别是Natans型和Molesta型具有超疏水性,其中Molesta型结构的接触角最高。这些结果表明,未来对萨尔维尼水蕨类植物毛状体结构的研究可以产生具有增强疏水性的仿生结构和应用前景。
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引用次数: 0
A Comparative Study on the Effects of an Advanced Scan Pattern and Intelligent Scan Sequence on Thermal Distribution, Part Deformation, and Printing Time in PBF Additive Manufacturing 先进扫描模式和智能扫描顺序对PBF增材制造中热分布、零件变形和打印时间影响的比较研究
IF 1 Q4 ENGINEERING, MANUFACTURING Pub Date : 2022-06-27 DOI: 10.1115/msec2022-85301
Chuan He, Yueh-Lin Tsai, C. Okwudire
Parts made using powder bed fusion (PBF) additive manufacturing often suffer from deformation, residual stresses, cracks, and other defects stemming from non-uniform thermal distribution during the printing process. Scan pattern (i.e., the geometric pattern of an infill) and scan sequence (i.e., the order in which features of a geometric pattern are scanned) are among the approaches that have been explored to achieve more uniform thermal distribution and reduce thermally-induced defects. The authors have recently proposed an intelligent approach (called SmartScan) for generating scan sequences. SmartScan is model-based and optimization-driven. However, it has only been applied to the most rudimentary scan patterns. This paper compares the separate and combined effects of an advanced scan pattern (the varying-helix pattern) and SmartScan on thermal distribution, part deformation, and printing time in PBF additive manufacturing. Simulations and experiments involving laser marking of AISI 316L stainless steel plates are employed for the comparison. Using SmartScan applied to a rudimentary pattern as a benchmark, the experimental results demonstrate that the application of the advanced pattern without SmartScan improved both temperature uniformity and reduced deformations by 20%, at the cost of 7% increase in printing time. The combination of the advanced pattern and SmartScan yielded 28% and 33% improvement in thermal uniformity and reduction in deformation, respectively, at the cost of 18% increase in scanning time.
使用粉末床熔融(PBF)增材制造制造的零件在打印过程中经常遭受变形,残余应力,裂纹和其他由不均匀的热分布引起的缺陷。扫描模式(即填充的几何图案)和扫描顺序(即扫描几何图案特征的顺序)是已经探索的实现更均匀的热分布和减少热诱导缺陷的方法之一。作者最近提出了一种智能方法(称为SmartScan)来生成扫描序列。SmartScan是基于模型和优化驱动的。然而,它只应用于最基本的扫描模式。本文比较了一种先进的扫描模式(变螺旋模式)和SmartScan对PBF增材制造中热分布、零件变形和打印时间的单独和联合影响。采用aisi316l不锈钢板激光打标的仿真与实验进行对比。以SmartScan应用于基本图案为基准,实验结果表明,不使用SmartScan的高级图案的应用提高了温度均匀性,减少了20%的变形,但打印时间增加了7%。先进的模式和SmartScan的结合在热均匀性和变形减少方面分别提高了28%和33%,而扫描时间增加了18%。
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引用次数: 0
Effect of Withdrawal Velocity on Particle Entrainment From Density Mismatched Mixture 提取速度对密度不匹配混合物中颗粒夹带的影响
IF 1 Q4 ENGINEERING, MANUFACTURING Pub Date : 2022-06-27 DOI: 10.1115/msec2022-85745
S. Shovon, I. Khalil, Adeeb I. Alam, Bashir Khoda
In this work, the physical phenomenon of the polydisperse micro-particle entrainment process from density mismatch mixture is investigated with the variation of substrate withdrawal speed. A liquid carrier system (LCS) is prepared by a polymer-based binder and an evaporating solvent. Nickel-based inorganic and spherical particles with a. moderate vol%. of 35% are added to the LCS solution. The cylindrical AISI 1006 mild steel wire substrate is dipped at different withdrawal speed ranging from 0.01 mms-1 to 20 mms-1. The binder vol%. is varied between 6.5% and 10.5%. Once the cylindrical substrate is extracted from the mixture, the surface coverage and the particle size are measured following the image analysis technique. The average particle size, coating thickness and the surface packing coverage by the particles are increasing with the higher withdrawal speed of the substrate. We observed relatively low size of particles (< 10 micrometers) as well as low surface coverage (∼33%) when the withdrawal speed remains at 0.01 mm/s. However, with high withdrawal speed (20 mm/s), we found all sizes of particles present on the substrate with a surface coverage of over 90%. The finding of this research will help to understand the high-volume solid transfer technique and develop a novel manufacturing process.
本文研究了密度错配混合物中多分散微粒夹带过程随基体提取速度变化的物理现象。用聚合物基粘结剂和蒸发溶剂制备了液体载体体系。镍基无机球形颗粒,体积%适中。的35%加入LCS溶液中以0.01 mm -1 ~ 20 mm -1的不同提取速度浸出圆柱形AISI 1006低碳钢基体。粘合剂体积%。在6.5%到10.5%之间。一旦圆柱形衬底从混合物中提取出来,根据图像分析技术测量表面覆盖率和颗粒大小。随着基体回撤速度的提高,颗粒的平均粒径、镀层厚度和表面包覆覆盖率均增大。当提取速度保持在0.01 mm/s时,我们观察到相对较小的颗粒尺寸(< 10微米)和较低的表面覆盖率(约33%)。然而,在高提取速度(20毫米/秒)下,我们发现基材上存在各种尺寸的颗粒,表面覆盖率超过90%。本研究的发现将有助于理解大体积固体转移技术,并开发一种新的制造工艺。
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引用次数: 0
Unexpectedly High Yields in Chemical Vapor Deposition of Carbon Nanotubes Based on Reactor Wall Thermochemical History 基于反应器壁热化学史的碳纳米管化学气相沉积的意外高产率
IF 1 Q4 ENGINEERING, MANUFACTURING Pub Date : 2022-06-27 DOI: 10.1115/msec2022-85633
G. Tomaraei, Moataz Abdulhafez, M. Bedewy
While reactor wall preconditioning was previously shown to influence the growth of carbon nanotubes (CNTs) by chemical vapor deposition (CVD), it was previously only limited to studying the accumulating carbon deposits over the history of a large number of growth runs. However, the effect of leaving the reactor walls for an extended period of time between growth runs was not previously systematically studied. Here, we combine experimental measurements with a mathematical model to investigate the effect of thermochemical history of reactor walls on growth yield of vertically aligned CNT forests. Importantly, we demonstrate unexpectedly high CNT yield, exceeding one-order-of-magnitude taller forests, by increasing the interim period between runs (IPBR). We explain the results based on previously unexplored process sensitivity to trace amounts of oxygen-containing species in the reactor. In particular, uncontrolled amounts of water vapor desorbing from reactor walls during growth are modelled in this work. Our modeling results show the effect of IPBR on the outgassing dynamics revealing the underlying mechanism of generating growth promoting molecules during growth. By installing a new humidity sensor in our multizone rapid thermal CVD reactor, we are able to uniquely correlate the amount of moisture within the reactor to real-time measurements of growth kinetics, as well as ex situ characterization of CNT alignment and atomic defects. Our findings enable a scientifically grounded approach toward both boosting growth yield and improving its consistency by reducing run-to-run variations. Accordingly, engineered growth recipes can be envisioned to leverage this effect for improving manufacturing process scalability and robustness.
虽然反应器壁预处理以前被证明可以通过化学气相沉积(CVD)影响碳纳米管(CNTs)的生长,但以前仅限于研究在大量生长运行的历史中积累的碳沉积。然而,在两次生长运行之间长时间离开反应器壁的影响以前没有系统地研究过。在这里,我们将实验测量与数学模型相结合,研究了反应器壁的热化学历史对垂直排列碳纳米管森林生长产量的影响。重要的是,我们证明了出乎意料的高碳纳米管产量,超过了一个数量级的高林,通过增加两次砍伐之间的间隔时间(IPBR)。我们根据之前未探索的反应器中痕量含氧物质的工艺敏感性来解释结果。特别是,在此工作中模拟了生长过程中反应器壁上不受控制的水蒸气解吸量。我们的模拟结果显示了IPBR对脱气动力学的影响,揭示了生长过程中产生促生长分子的潜在机制。通过在我们的多区快速热CVD反应器中安装一个新的湿度传感器,我们能够独特地将反应器内的湿度与生长动力学的实时测量相关联,以及碳纳米管排列和原子缺陷的非原位表征。我们的研究结果为通过减少跑对跑的变化来提高生长产量和提高其一致性提供了科学依据。因此,可以设想工程生长配方来利用这种效应来提高制造过程的可扩展性和稳健性。
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引用次数: 0
Synthesis and Fabrication of Single Walled Carbon Nanotube Microelectrode Arrays on Flexible Probes for Neurotransmitter Detection 用于神经递质检测的柔性探针单壁碳纳米管微电极阵列的合成与制备
IF 1 Q4 ENGINEERING, MANUFACTURING Pub Date : 2022-06-27 DOI: 10.1115/msec2022-85273
Sei Jin Park, Anna N. Ivanovskaya, A. Yorita
Implantable microelectrode arrays are an effective method for understanding neurotransmitter dynamics with high spatial resolution. In particular, carbon-based electrodes are efficient for electrochemical detection of dopamine, a neurotransmitter studied for its role in motor movement and reward-seeking behavior. However, very few options exist for arrayed carbon microelectrodes, specifically on flexible polymeric probes. We demonstrate fabrication of polyimide probes featuring single walled carbon nanotube (SWCNT) microelectrode arrays and characterize their dopamine detection performance. First, SWCNT synthesis parameters were optimized to grow high density SWCNT “forests” that have uniform height with electrode diameters ranging from 15 μm to 100 μm, as these dimensions are spatially relevant to chemical sensing in an animal model. These SWCNT microelectrodes were then incorporated into a microfabrication process involving deposition and patterning of polyimide substrate and metal traces. The process flow was designed such that the polyimide was not exposed to the high temperatures required to grow SWCNTs. Instead, a bottom-up approach was utilized, in which the SWCNT catalyst was first patterned, the SWCNTs were synthesized on a silicon substrate, then polyimide and trace metal layers were deposited and patterned. Prototype probes were fabricated containing the same range of electrode diameters as those used for SWCNT synthesis development to determine the effect of electrode diameter on ease of microfabrication. Microelectrodes ranging from 15 μm to 50 μm in diameter were found to release from the carrier wafer more easily, while larger electrodes demonstrated poor release. These probes demonstrate a concentration-dependent response to dopamine, with high sensitivity compared to microelectrode arrays consisting of bare metal. Further development of this electrode material will enable neuroscientists to study dopamine at higher spatial resolution, with the benefit of utilizing flexible probes.
植入式微电极阵列是研究高空间分辨率神经递质动力学的有效方法。特别是,碳基电极对于多巴胺的电化学检测是有效的,多巴胺是一种神经递质,其在运动和寻求奖励行为中的作用被研究。然而,很少有选择存在的碳微电极阵列,特别是在柔性聚合物探针。我们展示了具有单壁碳纳米管(SWCNT)微电极阵列的聚酰亚胺探针的制造,并表征了它们的多巴胺检测性能。首先,优化了swcnts合成参数,以生长高密度swcnts“森林”,这些森林具有均匀的高度,电极直径范围为15 μm至100 μm,因为这些尺寸在空间上与动物模型中的化学传感相关。然后将这些swcnts微电极整合到涉及聚酰亚胺衬底和金属痕迹的沉积和图案化的微制造工艺中。工艺流程的设计使得聚酰亚胺不暴露在生长SWCNTs所需的高温下。相反,采用自下而上的方法,首先对SWCNTs催化剂进行图案化,在硅衬底上合成SWCNTs,然后沉积聚酰亚胺和微量金属层并进行图案化。原型探针的电极直径范围与用于swcnts合成开发的电极直径范围相同,以确定电极直径对微加工难易程度的影响。直径为15 ~ 50 μm的微电极更容易从载流子晶片上释放出来,而直径较大的电极释放效果较差。与由裸金属组成的微电极阵列相比,这些探针显示出对多巴胺的浓度依赖性反应,具有高灵敏度。这种电极材料的进一步发展将使神经科学家能够在更高的空间分辨率下研究多巴胺,并利用柔性探针。
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引用次数: 0
Micro-Architected Lattice-Based Mesh for Fiber Filters: A Novel Additive Manufacturing Architecture for Molded Fiber Tooling 基于微结构网格的纤维过滤器:一种新型增材制造体系结构的模压纤维模具
IF 1 Q4 ENGINEERING, MANUFACTURING Pub Date : 2022-06-27 DOI: 10.1115/msec2022-85305
J. Dominguez, P. González
Promising developments have shown the untapped potential of additive manufacturing (AM) for fabricating molded fiber molds (MFM), a critical piece for the molded fiber industry. This work builds upon AM implementations, presenting a novel application of micro-architected lattice structure to construct fiber filtering meshes attached to drainage channels, all combined in an “Integrated Mold.” Current AM approaches have failed to build low-cost and high lifespan tools. Instead, their design approach imitates the existing MFM structure, covering a base-shaped structure with a mesh. The main disadvantage of this method is the trade-off between water drainage and stiffness. Lattice materials have shown the capability of building porous structures with high stiffness, strength-to-weight ratio, fatigue tolerance, and the capacity to control the flow of fluids. The methodology presented in this research defines a new approach for MFM design that provides a broader range of porosity and enhances water drainage capabilities without affecting structural performance. As a result, it retrieves enhanced control over the physical properties of MFM. The studies presented in this paper show the functionality of lattice structures as filters for solid particles. Moreover, it offers an immediate application of this technology. The tools developed in this research have validated their capability to withstand more than a hundred cycles as tooling for MFP, proving their functionality for prototyping stages. This result seeks to accelerate the expansion of an industry that capitalizes on locally abundant, biodegradable, and recyclable raw materials.
有希望的发展表明,增材制造(AM)在制造模塑纤维模具(MFM)方面尚未开发的潜力,这是模塑纤维行业的关键部分。这项工作建立在增材制造实现的基础上,提出了一种微架构晶格结构的新应用,用于构建附着在排水通道上的纤维过滤网,所有这些都结合在一个“集成模具”中。目前的增材制造方法未能建立低成本和高寿命的工具。相反,他们的设计方法模仿现有的MFM结构,用网格覆盖基础形状的结构。这种方法的主要缺点是排水和刚度之间的权衡。晶格材料已显示出构建具有高刚度、高强度重量比、抗疲劳能力和控制流体流动能力的多孔结构的能力。本研究中提出的方法为MFM设计定义了一种新的方法,该方法提供了更大范围的孔隙度,并在不影响结构性能的情况下提高了排水能力。因此,它可以增强对MFM物理特性的控制。本文的研究显示了晶格结构作为固体粒子过滤器的功能。此外,它还提供了该技术的即时应用。在这项研究中开发的工具已经验证了它们作为MFP工具承受超过100次循环的能力,证明了它们在原型阶段的功能。这一结果旨在加速利用当地丰富、可生物降解和可回收的原材料的产业扩张。
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引用次数: 0
Ultrafast Laser Texturing of Metal Surfaces: Effects of Process Parameters on Surface Reflectance and Possibility of Hierarchical Structuring 金属表面的超快激光织构:工艺参数对表面反射率的影响及分层结构的可能性
IF 1 Q4 ENGINEERING, MANUFACTURING Pub Date : 2022-06-27 DOI: 10.1115/msec2022-85663
N. Khadka, Yucheng Yang, J. Haug, M. Palei, M. Rosenberger, Anthony Hoffman, E. Kinzel
Ultrafast laser processing has been widely studied for surface texturing. The complex interaction between the laser energy, plasma, and surface chemistry produces complex morphologies including Laser-Induced Periodic Surface Structures and random higher aspect ratio geometries. Laser texturing allows engineering of metallic surface’s wettability as well as the reflectance on either broadband or narrowband basis. This paper experimentally maps the laser process parameters to the surface morphology and diffuse reflectance for stainless steel, aluminum, and copper substrates. All experiments are conducted with a 1030 nm wavelength, 230 fs pulse length laser in an ambient environment. The results show how the common morphological regimes shift with material and how the reflectance varies with morphology. To further decrease the reflectance, hierarchical structures are generated by first locally micromachining the surface to form a lattice of trenches using the focused laser beam, before texturing the surface with a rastered, defocused laser beam. The micromachined features interact with laser texturing and increase light trapping on the surface. This is a function of the depth and periodicity of the hierarchical structures as well as the surface topography. This approach provides the ability to lower the surface reflectance and add an extra level of control for directing deep micro-cavities along the surface.
超快激光加工在表面织构加工中得到了广泛的研究。激光能量、等离子体和表面化学之间的复杂相互作用产生了复杂的形貌,包括激光诱导的周期性表面结构和随机的高纵横比几何形状。激光变形可以在宽频或窄带的基础上对金属表面的润湿性和反射率进行工程处理。本文通过实验将激光工艺参数映射到不锈钢、铝和铜基材的表面形貌和漫反射。所有实验均在环境中使用波长为1030nm,脉冲长度为230fs的激光器进行。结果显示了常见的形态制度如何随材料而变化,以及反射率如何随形态而变化。为了进一步降低反射率,首先使用聚焦激光束对表面进行局部微加工,形成沟槽晶格,然后使用光栅、散焦激光束对表面进行纹理处理,从而产生层次结构。微机械加工的特征与激光纹理相互作用,增加了表面的光捕获。这是层次结构的深度和周期性以及表面地形的函数。这种方法能够降低表面反射率,并为沿着表面定向深层微腔增加了额外的控制水平。
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引用次数: 1
Characterization of Stress Shielding in Pressure-Assisted Ceramic Binder Jetting 压力辅助陶瓷粘结剂喷射应力屏蔽特性研究
IF 1 Q4 ENGINEERING, MANUFACTURING Pub Date : 2022-06-27 DOI: 10.1115/msec2022-85766
L. Kirby, F. Fei, Xuan Song
Ceramic binder jetting processes have inherent limitations in achieving high density due to the low packing density of the powder bed. An emerging route to mitigate the low packing density in ceramic binder jetting entails uniaxial compaction of newly spread powder layers prior to ink deposition. The introduction of layerwise pressure induced a stress shielding effect, i.e., unbalanced stresses between the printed region saturated with ink and the surrounding loose powder, which generates heterogeneous stress in the powder bed and ultimately influences the density of the final part. In this paper, we attempt to better understand the stress shielding effect during the compaction of a selectively ink-jetted powder bed as a function of the printing pattern, i.e., ratio of printed to unprinted sector. Our findings reveal a decreased print area increased the resulting stress shielding effect. Additionally, when pressed without neighboring dry powder, a printed region experienced a much higher stress than the hybrid composition. The dry powder experienced the opposite effect, where when pressed alone, the dry powder had a much lower stress than when pressed with saturated powder. Findings will assist in density prediction and print pattern determination of compacted binder jetted ceramics.
陶瓷粘结剂喷射工艺在实现高密度方面有固有的局限性,因为粉末床的填充密度低。一种新兴的途径,以减轻低堆积密度在陶瓷粘合剂喷射需要单轴压实新扩散的粉末层之前,油墨沉积。分层压力的引入引起了应力屏蔽效应,即在油墨饱和的印刷区域与周围的松散粉末之间产生不平衡的应力,从而在粉末床中产生非均匀应力,最终影响最终零件的密度。在本文中,我们试图更好地理解在选择性喷墨粉末床压实过程中的应力屏蔽效应作为印刷图案的函数,即印刷扇区与未印刷扇区的比例。我们的研究结果表明,减小的打印面积增加了产生的应力屏蔽效果。此外,当没有邻近的干粉压制时,印刷区域经历的应力比混合成分高得多。干粉则有相反的效果,当单独按压时,干粉的应力要比用饱和粉末按压时小得多。研究结果将有助于致密粘结剂喷射陶瓷的密度预测和印刷图案的确定。
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引用次数: 0
Modeling Maximum Stresses in Each Layer for Layer-by-Layer Deposition of the Direct Metal Laser Sintering Process for Different Scanning Patterns 不同扫描模式下直接金属激光逐层烧结过程中各层最大应力的建模
IF 1 Q4 ENGINEERING, MANUFACTURING Pub Date : 2022-06-27 DOI: 10.1115/msec2022-85777
Joseph Tang, H. Sezer, N. Ahsan, Hossain Ahmed, S. Kaul
In this paper, maximum stresses from the Direct Metal Laser Sintering (DMLS) process are numerically calculated for each layer using a novel computational model that has been developed to capture the layer-by-layer deposition. The computational domain with all layers is modeled numerically with conduction, while using convection and radiation on the model boundaries. The phase change of the material between liquid and solid states is accounted for and the residual thermal stresses are obtained from the temperature gradient data in conjunction with Hooke’s law. The resulting maximum stress versus time behavior and maximum stress distribution patterns on each layer are complex and do not always match the scanning path. However, there is direct correspondence between the stress distribution and the scanning patterns.
本文采用一种新的计算模型对直接金属激光烧结(DMLS)过程中的每一层的最大应力进行了数值计算,该模型是为了捕获逐层沉积而开发的。所有层的计算域采用传导法进行数值模拟,在模型边界采用对流和辐射法。考虑了材料的液相和固相变化,并结合胡克定律从温度梯度数据得到了残余热应力。得到的最大应力随时间的变化规律和每层上的最大应力分布模式是复杂的,并不总是与扫描路径相匹配。然而,应力分布与扫描模式之间存在直接对应关系。
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引用次数: 0
期刊
Journal of Micro and Nano-Manufacturing
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