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A Method to Predict Fatigue Life of Additively Manufactured Metallic Parts 一种增材制造金属零件疲劳寿命预测方法
Pub Date : 2021-08-04 DOI: 10.1115/msec2021-63632
Hanyu Zhu, Nanzhu Zhao, S. Patil, A. Bhasin, Wei Li
Additive manufacturing (AM) of metallic parts is rapidly evolving and the fatigue behavior of AM parts has become a significant concern in both industry and academia. In this paper, a method to predict the fatigue life of additively manufactured metallic parts is presented based on the electrical resistance measurement. The damage of the AM parts is characterized by the resistance change during the fatigue process. By combining the electrical resistance measurement with a continuum damage mechanics theory, a mathematical model is developed to predict the fatigue life of the AM samples. Fatigue tests were conducted under different loading conditions with AM 316L stainless steel samples. The result showed that the electrical resistance held steady at the beginning and increased gradually with the number of fatigue loading cycles. The resistance increased dramatically as the sample approached the fracture point, and this sudden increase can be used to indicate the beginning of fracture. By converting the electrical resistance to fatigue damage, experimental data was used to estimate parameters of the fatigue life model. By comparing the model prediction with experimental data, it is shown that the change of electrical resistance can be used to predict the fatigue life of additively manufactured metallic parts.
金属零件的增材制造(AM)正在迅速发展,增材制造零件的疲劳行为已经成为工业界和学术界关注的一个重要问题。本文提出了一种基于电阻测量的增材制造金属件疲劳寿命预测方法。增材制造零件在疲劳过程中阻力的变化是其损伤的主要特征。将电阻测量与连续损伤力学理论相结合,建立了预测增材制造样品疲劳寿命的数学模型。用am316l不锈钢试样进行了不同加载条件下的疲劳试验。结果表明:随着疲劳加载次数的增加,电阻在初始阶段保持稳定,逐渐增大;当试样接近断裂点时,阻力急剧增加,这种突然增加可以用来指示断裂的开始。通过将电阻转化为疲劳损伤,利用实验数据估计疲劳寿命模型参数。通过模型预测与实验数据的比较,表明电阻的变化可以用来预测增材制造金属零件的疲劳寿命。
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引用次数: 0
Pneumatic Microextrusion-Based Additive Biofabrication of Polycaprolactone Bone Scaffolds: Part II – Investigation of the Influence of Polymer Flow Parameters 基于气动微挤压的聚己内酯骨支架添加剂生物制造:第二部分-聚合物流动参数影响的研究
Pub Date : 2021-08-04 DOI: 10.1115/msec2021-63412
Mohan Yu, Logan Lawrence, P. Claudio, James B. Day, Roozbeh Salary
Pneumatic micro-extrusion (PME), a direct-write additive manufacturing process, has emerged as a high-resolution method for the fabrication of a broad range of biological tissues and organs. However, the PME process is intrinsically complex, governed by complex physical phenomena. Hence, investigation of the effects of consequential parameters would be an inevitable need. The goal of this research work is to fabricate biocompatible, porous bone tissue scaffolds for the treatment of osseous fractures, defects, and eventually diseases. In pursuit of this goal, the objective of this study is to investigate the influence of material deposition factors — i.e., (i) deposition head temperature, (ii) flow pressure, and (iii) infill pattern — on the mechanical performance of PME-fabricated bone scaffolds. It was observed that the deposition head temperature as well as the flow pressure significantly affected scaffold diameter (unlike scaffold height). In addition, material deposition rate increased significantly as a result of an increase in the deposition temperature; this phenomenon stems from a reduction in Polycaprolactone (PCL) viscosity. Furthermore, there was a direct correlation between the amount of deposited mass and scaffold stiffness. Overall, the results of this study pave the way for future investigation of PME-deposited PCL scaffolds with optimal functional properties for incorporation of stem cells toward the treatment of osseous fractures and defects.
气动微挤压(PME)是一种直接写入的增材制造工艺,已经成为制造各种生物组织和器官的高分辨率方法。然而,PME过程本质上是复杂的,受复杂的物理现象支配。因此,研究相应参数的影响将是不可避免的需要。这项研究工作的目标是制造生物相容性的多孔骨组织支架,用于骨骨折、骨缺损和最终疾病的治疗。为了实现这一目标,本研究的目的是研究材料沉积因素-即(i)沉积头温度,(ii)流动压力和(iii)填充模式-对pme制造骨支架力学性能的影响。观察到沉积头温度和流动压力显著影响支架直径(与支架高度不同)。此外,随着沉积温度的升高,材料沉积速率显著增加;这种现象源于聚己内酯(PCL)粘度的降低。此外,沉积质量与支架刚度之间存在直接相关性。总的来说,本研究的结果为未来研究pme沉积的PCL支架铺平了道路,该支架具有最佳的功能特性,可以将干细胞纳入骨骨折和骨缺损的治疗中。
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引用次数: 0
Toward Intelligent Online Scan Sequence Optimization for Uniform Temperature Distribution in LPBF Additive Manufacturing LPBF增材制造温度均匀分布的在线扫描顺序智能优化研究
Pub Date : 2021-08-04 DOI: 10.1115/msec2021-63870
Keval S. Ramani, Ehsan Malekipour, C. Okwudire
Laser powder bed fusion (LPBF) is an increasingly popular approach for additive manufacturing (AM) of metals. However, parts produced by LPBF are prone to residual stresses, deformations, and other defects linked to nonuniform temperature distribution during the process. Several works have highlighted the important role (laser) scanning strategies, including laser power, scan speed, scan pattern and scan sequence, play in achieving uniform temperature distribution in LPBF. However, scan sequence continues to be determined offline based on trial-and-error or heuristics, which are neither optimal nor generalizable. To address these weaknesses, we present a framework for intelligent online scan sequence optimization to achieve uniform temperature distribution in LPBF. The framework involves the use of physics-based models for online optimization of scan sequence, while data acquired from in-situ thermal sensors provide correction or calibration of the models. The proposed framework depends on having: (1) LPBF machines capable of adjusting scan sequence in real-time; and (2) accurate and computationally efficient models and optimization approaches that can be efficiently executed online. The first challenge is addressed via a commercially available open-architecture LPBF machine. As a preliminary step towards tackling the second challenge, an analytical model is explored for determining the optimal sequence for scanning patterns in LPBF. The model is found to be deficient but provides useful insights into future work in this direction.
激光粉末床熔融(LPBF)是一种日益流行的金属增材制造(AM)方法。然而,LPBF生产的零件在加工过程中容易产生残余应力、变形和其他与温度分布不均匀有关的缺陷。一些研究工作强调了激光扫描策略,包括激光功率、扫描速度、扫描模式和扫描顺序,在实现LPBF均匀温度分布中的重要作用。然而,扫描顺序仍然是基于试错法或启发式法离线确定的,这既不是最优的,也不是通用的。为了解决这些问题,我们提出了一个智能在线扫描序列优化框架,以实现LPBF中均匀的温度分布。该框架包括使用基于物理的模型来在线优化扫描序列,而从原位热传感器获取的数据则提供模型的校正或校准。所提出的框架依赖于:(1)能够实时调整扫描序列的LPBF机器;(2)精确且计算效率高的模型和优化方法,可以有效地在线执行。第一个挑战是通过商用的开放架构LPBF机器解决的。作为解决第二个挑战的初步步骤,我们探索了一个分析模型来确定LPBF中扫描模式的最佳序列。该模型被发现有缺陷,但为这一方向的未来工作提供了有用的见解。
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引用次数: 3
Material Efficiency and Economics of Hybrid Additive Manufacturing 混合增材制造的材料效率和经济性
Pub Date : 2021-08-04 DOI: 10.1115/msec2021-63739
Peter Francis Reginald Elvis, S. Kumaraguru
In the past few years, Hybrid Additive Manufacturing has emerged to take advantage of both Additive Manufacturing and Subtractive Manufacturing processes and also to overcome the limitation of one process with the other. In aerospace applications, material wastage has become an issue in conventional machining process which reflects in total production cost and time. Especially, when dealing with expensive materials, conventional processes lack material efficiency with high buy-to-fly ratio which results in increased material cost. This paper deals with Hybrid Additive Manufacturing involving two different volume partitioning strategies — (i) Feature-based volume partitioning method (ii) Stock-based near net-shaping volume partitioning method to discuss the economics and material efficiency of Hybrid Additive Manufacturing process via simple cost estimator (formulated from the existing literature) by comparing these two volume partitioning strategies through suitable case studies — (i) Turbine blade and (ii) Impeller. From the results, it was found that the feature-based volume partitioning method was found to be material efficient and cost effective than the stock based near net shaping volume partitioning method in both the case studies.
在过去的几年里,混合增材制造已经出现,利用增材制造和减法制造工艺的优势,也克服了一种工艺与另一种工艺的局限性。在航空航天应用中,材料浪费已成为传统机械加工过程中的一个问题,它反映在总生产成本和时间上。特别是在处理昂贵的材料时,传统工艺缺乏材料效率,采购比高,导致材料成本增加。本文讨论了混合增材制造涉及两种不同的体积划分策略- (i)基于特征的体积划分方法(ii)基于库存的近净成形体积划分方法,通过比较这两种体积划分策略,通过适当的案例研究(i)涡轮叶片和(ii)叶轮,通过简单的成本估算(从现有文献中制定)来讨论混合增材制造过程的经济性和材料效率。结果表明,基于特征的体积划分方法比基于库存的近净成型体积划分方法具有材料效率和成本效益。
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引用次数: 1
In-Situ Calibrated Digital Process Twin Models for Resource Efficient Manufacturing 资源高效制造的原位校准数字过程双模型
Pub Date : 2021-08-04 DOI: 10.1115/msec2021-63460
D. Adeniji, J. Schoop
The chief objective of manufacturing process improvement efforts is to significantly minimize process resources such as time, cost, waste, and consumed energy while improving product quality and process productivity. This paper presents a novel physics-informed optimization approach based on artificial intelligence (AI) to generate digital process twins (DPTs). The utility of the DPT approach is demonstrated for the case of finish machining of aerospace components made from gamma titanium aluminide alloy (γ-TiAl). This particular component has been plagued with persistent quality defects, including surface and sub-surface cracks, which adversely affect resource efficiency. Previous process improvement efforts have been restricted to anecdotal post-mortem investigation and empirical modeling, which fail to address the fundamental issue of how and when cracks occur during cutting. In this work, the integration of in-situ process characterization with modular physics-based models is presented, and machine learning algorithms are used to create a DPT capable of reducing environmental and energy impacts while significantly increasing yield and profitability. Based on the preliminary results presented here, an improvement in the overall embodied energy efficiency of over 84%, 93% in process queuing time, 2% in scrap cost, and 93% in queuing cost has been realized for γ-TiAl machining using our novel approach.
制造过程改进工作的主要目标是在提高产品质量和过程生产率的同时显著地最小化过程资源,如时间、成本、浪费和消耗的能源。本文提出了一种新的基于人工智能(AI)的物理信息优化方法来生成数字过程双胞胎(dpt)。以γ钛铝化物合金(γ-TiAl)航空部件的精加工为例,验证了DPT方法的实用性。这种特殊的组件一直受到持续的质量缺陷的困扰,包括表面和次表面裂缝,这对资源效率产生了不利影响。以前的工艺改进工作仅限于轶事事后调查和经验建模,无法解决切割过程中裂纹如何以及何时发生的基本问题。在这项工作中,提出了原位过程表征与基于模块化物理模型的集成,并使用机器学习算法创建能够减少环境和能源影响的DPT,同时显着提高产量和盈利能力。基于初步结果,采用该方法,γ-TiAl加工的整体隐含能源效率提高了84%以上,工艺排队时间提高了93%,废料成本降低了2%,排队成本降低了93%。
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引用次数: 5
Thermo-Mechanical Simulation of Ti6Al4V-NiTi Dissimilar Laser Welding Process Ti6Al4V-NiTi异种激光焊接过程的热-力学模拟
Pub Date : 2021-08-04 DOI: 10.1115/msec2021-58537
Aspen Glaspell, J. Ryu, K. Choo
Fiber Laser Welding (FLW) is a versatile joining technique of metals and alloys because it allows welding of dissimilar materials without filler material. FLW utilizes intensified heat energy to liquify the workpiece interface and joins when they are solidified. In this study, dissimilar joining between Ti6Al4V-Nitinol was performed using FLW process and the thermomechanical model was developed to understand the metallurgical mechanisms and investigate weldability of dissimilar alloys. The FLW of Ti6Al4V and Nitinol plates was performed with variable power density, welding speed, and focal distance. In this three-dimensional numerical model, heat flows in two different workpieces were computed during active laser welding and cooling process using a combined effect of radiation and convection. Both of the top and bottom surfaces of the welded zone were studied considering the combined effect from focused heat source and Argon shielding gas. Significant thermal cracks were produced through the welded interface. However, this numerical study illustrated thermomechanical foundation and discuss future challenges to improve the integrity and desirable FLW parameters in the dissimilar metal joining.
光纤激光焊接(FLW)是一种通用的金属和合金连接技术,因为它可以焊接不同材料而不需要填充材料。FLW利用强化的热能液化工件界面并在工件凝固时连接。在本研究中,采用FLW工艺对Ti6Al4V-Nitinol进行异种连接,并建立了热力学模型,以了解不同合金的冶金机制和可焊性。在不同的功率密度、焊接速度和焦距下,对Ti6Al4V和Nitinol板进行FLW。在该三维数值模型中,利用辐射和对流的联合作用,计算了两个不同工件在主动激光焊接和冷却过程中的热流。考虑聚焦热源和氩气保护的联合作用,对焊接区上下表面进行了研究。焊接界面产生了明显的热裂纹。然而,该数值研究说明了热力学基础,并讨论了在不同金属连接中提高完整性和理想FLW参数的未来挑战。
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引用次数: 0
Investigation of the Dynamic Response of a Multispot System at Joining Using Ultrasonic Welding 多点系统超声焊接时的动态响应研究
Pub Date : 2021-08-04 DOI: 10.1115/msec2021-64916
T. Lee, Pei-chung Wang, S. Hu, M. Banu
Ultrasonic welding is one of the most practical joining method for polymer composite materials and has been adapted in the aerospace and automotive industries. To effectively join polymer composite assemblies, it is critical to understand the dynamic response of the welding system so that sound heating generation and welding sequences in the ultrasonic welding of the assemblies can be properly obtained. This study presents a dynamic response model of a multi-spot configuration assembly using ultrasonic welding. Here, a dynamic model of joining a U-shaped carbon fiber reinforced thermoplastic composite part with a flat part is developed and analyzed through the ratio between the frequencies generated at different locations of the spot with respect to the edges of the assembly and the natural frequency. Finally, this ratio is correlated with the weld quality of the multiple spot configuration. Guidelines for designing multisport sequence are extracted. This study provides a method to design the welding sequence in ultrasonic welding of carbon fiber reinforced composites.
超声焊接是高分子复合材料最实用的连接方法之一,在航空航天和汽车工业中得到了广泛应用。为了有效地连接聚合物复合材料组件,了解焊接系统的动态响应是获得组件超声焊接过程中良好的发热产生和焊接顺序的关键。本文研究了采用超声焊接的多点结构总成的动态响应模型。本文建立了u型碳纤维增强热塑性复合材料部件与平面部件连接的动力学模型,并通过在装配件边缘的不同位置产生的频率与固有频率之比进行了分析。最后,该比率与多点结构的焊接质量相关。提出了设计多运动序列的指导原则。本研究为碳纤维增强复合材料超声焊接过程中的焊接顺序设计提供了一种方法。
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引用次数: 0
Effects of Size Reduction on the Failure Mechanism of 3D Printed PLA+ Parts 尺寸减小对3D打印PLA+零件失效机理的影响
Pub Date : 2021-08-04 DOI: 10.1115/msec2021-64133
Zane Decker, Mason Makulinski, Suprita Vispute, M. Sundaram
Fused Deposition Modeling (FDM) with Poly(lactic Acid) plus (PLA+) is frequently used in rapid prototyping and 3D printing of complex shapes. Owing to their light weight, manufacturability and cost effectiveness, thermoplastic parts made by FDM are increasingly used in several applications ranging from tissue engineering to consumer goods industry. Understanding the size effects on the strength of these parts is essential to extend their use in the microsystem applications. This paper studies the effect of scale on the mechanical properties and failure mechanisms of a 3D printed parts made by FDM. Process parameter such as extrusion temperature, infill density, infill pattern, print speed, layer thickness and nozzle diameter were kept consistent for this experiment. Five samples each with a square cross-sectional area of side lengths of 2mm, 4mm, 6mm, and 10mm were subjected to a tensile test. It was observed that parts with a smaller cross-sectional area experienced ductile failure as opposed to brittle fracture in larger cross-sectional area. Failure is shown to occur at sections where the geometry changes for brittle fractures while it occurs at the center of the parts displaying ductile failure. Results of the tensile test show a non-uniform ultimate yield strength across the four sizes. Crystallization of the material due to nozzle temperature at extrusion could be a contributing factor to failure discrepancies. Increase in the cycle time is theorized to improve the layer to layer adhesion of the part thereby affecting its mode of failure.
使用聚乳酸+ (PLA+)的熔融沉积建模(FDM)经常用于复杂形状的快速原型制作和3D打印。由于其重量轻,可制造性和成本效益,FDM制造的热塑性部件越来越多地用于从组织工程到消费品工业的几个应用领域。了解尺寸对这些部件强度的影响对于扩展其在微系统应用中的使用至关重要。研究了水垢对FDM 3D打印零件力学性能和失效机理的影响。挤压温度、填充密度、填充图案、打印速度、层厚、喷嘴直径等工艺参数保持一致。对5个边长分别为2mm、4mm、6mm和10mm的方形截面积试样进行拉伸试验。观察到,与大截面积的脆性断裂相比,小截面积的零件经历了延性破坏。破坏发生在脆性断裂的几何形状发生变化的部分,而发生在显示韧性破坏的部分的中心。拉伸试验结果表明,四种尺寸的极限屈服强度不均匀。由于挤出时喷嘴温度导致的材料结晶可能是导致失效差异的一个因素。理论上,增加循环时间可以改善零件的层间附着力,从而影响其失效模式。
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引用次数: 1
Three-Dimensional Cell Culture With Alginate Hetero Gel Microspheres 海藻酸盐凝胶微球三维细胞培养
Pub Date : 2021-08-04 DOI: 10.1115/msec2021-63242
Gong Youping, Qi Jinlai, Rougang Zhou, Honghao Chen, Junling He, Zizhou Qiao, Bi Zhikai, Chen Huipeng, Haiqiang Liu, Guojin Chen, Xiang Zhang, Shao Huifeng
In three-dimensional cell culture, key parameters such as cell concentration and material concentration may affect cell survival rate, proliferation and differentiation ability and other functional expression, which has very important practical significance, It has great research value in analytical chemistry, microarray, drug screening, tissue culture and so on. In this paper, the principle of active mixing is introduced for dynamic mixers. The moving parts are biocompatible mixers. Different components of alginate gel are mixed quickly in the mixing chamber, and finally the homogenized material is extruded through the replacement needle installed at the outlet of the mixing chamber. The feeding system is a push rod injection pump, and the linear motion of the injection pump is transformed into the liquid flow rate of the gel solution through a single chip microcomputer, and the flow feed is precisely controlled. In addition, by changing the flow rate ratio of the two components solution and the rapid mixing of the micro mixer, the real-time concentration change of the mixed material at the outlet can be realized, that is, gradient printing. In this paper, the printing method of gel microspheres is characterized by the distribution of the components in the Gel Microspheres according to any proportion, and because of the micro mixing process of micromixers, the demand for biological reagents and materials such as cells, proteins, cytokines and other materials is greatly reduced, which reduces the experimental cost and improves the feasibility of practical use.
在三维细胞培养中,细胞浓度、物质浓度等关键参数可能影响细胞存活率、增殖和分化能力等功能表达,具有非常重要的现实意义,在分析化学、微阵列、药物筛选、组织培养等方面具有很大的研究价值。本文介绍了动态混合器的主动混合原理。活动部件是生物相容性混合器。海藻酸盐凝胶的不同组分在混合室中快速混合,最后通过安装在混合室出口的更换针将均质化后的物料挤出。进料系统为推杆式喷射泵,通过单片机将喷射泵的直线运动转化为凝胶溶液的液体流速,并对流量进料进行精确控制。另外,通过改变两组份溶液的流速比和微型混合器的快速混合,可以实现混合物料在出口处的实时浓度变化,即梯度印刷。本文所采用的凝胶微球打印方法,其特点是凝胶微球中各组分按任意比例分布,并且由于微混合器的微混合过程,大大减少了对细胞、蛋白质、细胞因子等材料等生物试剂和材料的需求,降低了实验成本,提高了实用化的可行性。
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引用次数: 0
Prediction of Thermal Conditions of DED With FEA Metal Additive Simulation 用FEA金属添加剂模拟方法预测DED的热条件
Pub Date : 2021-08-04 DOI: 10.1115/msec2021-63841
Laurent Heinrich, T. Feldhausen, K. Saleeby, C. Saldana, T. Kurfess
This paper presents the integration of wire-arc additive manufacturing (WAAM) using Gas Metal Arc Welding (GMAW) into a machine tool to create a retrofit hybrid computer numeric control (CNC) machine tool. GMAW, along with other direct energy deposition systems, has the capacity to deposit material faster than the excess thermal energy can dissipate. This results in the need to allow the part to cool between consecutive layers, which is the most time-consuming part of the additive process. Finite element analysis (FEA) was used in conjunction with monitored build plate surface temperatures during deposition samples to improve adequate dwell time prediction and to develop a cooling system. A deposition was completed where no dwell time was used and the build plate along with the machine table temperatures were monitored. A second deposition was completed where only one bead was deposited and the traverse speed was increased. The GMAW welder was mounted on a 3-axis CNC machine where two square deposition samples were completed. A FEA model was designed and verified using the monitored samples. The model will be used to determine improved depositions speeds and whether forced cooling would allow for an increased deposition rate without structural failure. It was determined the FEA software can be used to accurately model and predict the thermal response of WAAM AM components.
本文介绍了利用气体金属弧焊(GMAW)将线弧增材制造(WAAM)集成到机床中,以创建改进型混合计算机数控(CNC)机床。GMAW与其他直接能量沉积系统一样,具有沉积材料的速度快于多余热能消散的能力。这导致需要允许零件在连续层之间冷却,这是添加过程中最耗时的部分。在沉积样品过程中,将有限元分析(FEA)与监测的构建板表面温度结合使用,以改进适当的停留时间预测并开发冷却系统。在不使用停留时间的情况下完成沉积,并监测构建板以及机器工作台的温度。第二次沉积完成,只沉积了一个头,并提高了导线速度。GMAW焊机安装在三轴数控机床上,完成两个方形沉积样品。利用监测样品设计了有限元模型并进行了验证。该模型将用于确定改进的沉积速度,以及强制冷却是否允许在不破坏结构的情况下增加沉积速率。结果表明,有限元分析软件可以准确地模拟和预测WAAM AM组件的热响应。
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引用次数: 2
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光:先进制造(英文)
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