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Increasing Printable Solid Loading in Digital Light Processing Using a Bimodal Particle Size Distribution 利用双峰粒度分布增加数字光处理中的可印刷固体负载
4区 工程技术 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-10-09 DOI: 10.1089/3dp.2022.0305
Antoine P. Delarue, Ian M. McAninch, Amy M. Peterson, Christopher J. Hansen
Digital light processing (DLP) is rapidly growing in popularity as an additive manufacturing method for the fabrication of composite structures, and is an effective way to prepare high-resolution filled parts, such as ceramic green parts or composite magnets. Yet, higher solid loadings of resins and the resulting dramatic increases in viscosity limit DLP printing for applications that depend upon maximization of filler content. In this work, we investigate the capacity of a bimodal particle size distribution to enable the printing of a photosensitive resin containing up to 70 vol% of fillers. Formulations with unimodal and bimodal solid loadings ranging from 50 to 72 vol% are prepared and their viscoelastic properties measured through rotational rheometry. The zero-shear viscosity of these formulations is fit with a Krieger-Dougherty model, and the dense random close packing fraction of particles determined from the fit is found to be 76.3 vol%. Parts with fine positive and negative features are printed to evaluate the resolution achievable with highly filled photosensitive resins. The part printed with a 70 vol% formulation shows negative features as small as 860 μm, and positive feature as small as 380 μm. Finally, parts with complex patterns are prepared with previously tested formulations, and thermogravimetric analysis results show that the filler content within the parts remains relatively constant over a 3-h print, with a decrease of 2 vol% of solids for the final printed layers.
数字光处理(DLP)作为一种用于复合材料结构制造的增材制造方法正在迅速普及,是制备高分辨率填充部件(如陶瓷绿色部件或复合磁体)的有效方法。然而,较高的树脂固体负载和由此产生的粘度急剧增加限制了DLP印刷的应用,这取决于填料含量的最大化。在这项工作中,我们研究了双峰粒度分布的能力,使印刷含有高达70 vol%填料的光敏树脂成为可能。制备了单峰和双峰固体载荷范围为50%至72vol %的配方,并通过旋转流变法测量了它们的粘弹性特性。这些配方的零剪切粘度与Krieger-Dougherty模型拟合,由拟合确定的致密随机紧密堆积分数为76.3 vol%。打印具有精细正负特征的部件,以评估高度填充的光敏树脂所能达到的分辨率。用70 vol%的配方打印的零件,其负极特征小至860 μm,正极特征小至380 μm。最后,用之前测试过的配方制备了具有复杂图案的零件,热重分析结果表明,在3小时的打印过程中,零件内的填料含量保持相对恒定,最终打印层的固体含量减少了2 vol%。
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引用次数: 0
Flexible Thermoplastic Polyurethane Composites with Ultraviolet Resistance for Fused Deposition Modeling 3D Printing 用于熔融沉积建模3D打印的抗紫外线柔性热塑性聚氨酯复合材料
4区 工程技术 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-10-03 DOI: 10.1089/3dp.2023.0111
Andong Wang, Junhao Guo, Chenkang Shao, Caifeng Chen
Currently, there is great demand for flexible three-dimensional (3D) printable thermoplastic polyurethane (TPU) wires with excellent ultraviolet (UV) resistance, which have broad application prospects in wearable products. In this study, UV-resistant TPU composites were obtained using a blending modification method. The relationship between the optimized parameters of fused deposition modeling 3D printing and mechanical properties of the TPU composite is discussed using an orthogonal test. This study observed that the UV absorption properties of TPU composites were enhanced, and the TiO2 and TiO2/ZnO fillers improved the tensile strength of TPU composites. After UV aging, the tensile strength and elongation of the TPU composite slightly decreased, but were still much higher than those of pure TPU. Among the printing parameters, printing speed had the greatest influence on the mechanical properties of TPU composites. When the printing speed was 80 mm/s, printing layer thickness was 0.25 mm, nozzle temperature was 220°C, and hot bed temperature was 50°C, the TPU composites exhibited the best elongation at break and tensile strength. After regression analysis, two regression models for the elongation at break and tensile strength of TPU composites were obtained and verified, which provide a reference for predicting the relationship between the printing parameters and mechanical properties of flexible TPU composites.
目前,对具有优异抗紫外线性能的柔性三维(3D)可打印热塑性聚氨酯(TPU)线材的需求很大,在可穿戴产品中具有广阔的应用前景。本研究采用共混改性的方法制备了抗紫外线TPU复合材料。采用正交试验法探讨了熔融沉积建模3D打印优化参数与TPU复合材料力学性能之间的关系。本研究发现,TPU复合材料的紫外吸收性能得到增强,TiO2和TiO2/ZnO填料提高了TPU复合材料的抗拉强度。经过UV老化后,TPU复合材料的抗拉强度和伸长率略有下降,但仍远高于纯TPU。在打印参数中,打印速度对TPU复合材料的力学性能影响最大。当打印速度为80 mm/s,打印层厚度为0.25 mm,喷嘴温度为220℃,热床温度为50℃时,TPU复合材料的断裂伸长率和抗拉强度最佳。通过回归分析,得到并验证了TPU复合材料断裂伸长率和抗拉强度的两个回归模型,为预测打印参数与柔性TPU复合材料力学性能之间的关系提供了参考。
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引用次数: 0
3D Printing of Noncytotoxic High-Resolution Microchannels in Bisphenol-A Ethoxylate Dimethacrylate Tissue-Mimicking Materials. 双酚A乙氧基二甲基丙烯酸酯组织模拟材料中非细胞毒性高分辨率微通道的3D打印。
IF 2.3 4区 工程技术 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-10-01 Epub Date: 2023-10-10 DOI: 10.1089/3dp.2021.0235
Roger Domingo-Roca, Lauren Gilmour, Oana Dobre, Stylianos Sarrigiannidis, Mairi E Sandison, Richard O'Leary, Joseph C Jackson-Camargo, Helen E Mulvana

The ability to create cell-laden fluidic models that mimic the geometries and physical properties of vascularized tissue would be extremely beneficial to the study of disease etiologies and future therapies, including in the case of cancer where there is increasing interest in studying alterations to the microvasculature. Engineered systems can present significant advantages over animal studies, alleviating challenges associated with variable complexity and control. Three-dimensional (3D)-printable tissue-mimicking hydrogels can offer an alternative, where control of the biophysical properties of the materials can be achieved. Hydrogel-based systems that can recreate complex 3D structures and channels with diameters <500 μm are challenging to produce. We present a noncytotoxic photo-responsive hydrogel that supports 3D printing of complex 3D structures with microchannels down to 150 μm in diameter. Fine tuning of the 3D-printing process has allowed the production of complex structures, where for demonstration purposes we present a helical channel with diameters between 250 and 370 μm around a central channel of 150 μm in diameter in materials with mechanical and acoustic properties that closely replicate those of tissue. The ability to control and accurately reproduce the complex features of the microvasculature has value across a wide range of biomedical applications, especially when the materials involved accurately mimic the physical properties of tissue. An approach that is additionally cell compatible provides a unique setup that can be exploited to study aspects of biomedical research with an unprecedented level of accuracy.

创建模拟血管化组织的几何形状和物理特性的载有细胞的流体模型的能力将对疾病病因和未来治疗的研究极为有益,包括在癌症的情况下,研究微血管改变的兴趣越来越大。与动物研究相比,工程系统可以带来显著优势,缓解与可变复杂性和控制相关的挑战。三维(3D)可打印的组织模拟水凝胶可以提供一种替代方案,可以实现对材料生物物理性质的控制。基于水凝胶的系统,可以重建具有直径的复杂3D结构和通道
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引用次数: 0
A Novel Approach of Customized Pelvic Implant Design Based on Symmetrical Analysis and 3D Printing. 基于对称分析和3D打印的骨盆种植体定制设计新方法
IF 2.3 4区 工程技术 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-10-01 Epub Date: 2023-10-10 DOI: 10.1089/3dp.2021.0121
Yuan Chai, Xiao-Bo Chen, Jesse A Estoque, Nick Birbilis, Qinghua Qin, Tomas Ward, Paul N Smith, Rachel W Li

In pelvic trauma patients, the mismatch of complex geometries between the pelvis and fixation implant is a fundamental cause of unstable and displaced pelvic ring disruption, in which secondary intervention is strongly considered. The geometrical matching in the current customized implant design and clinical practice is through the nonfractured hemi-pelvis for the fractured pelvis. This design philosophy overlooks the anatomical difference between the hemipelves, and further, the geometrical asymmetry at local area still remains unknown. This study analyzed the anatomical asymmetry of a patient's 3D pelvic models from 13 patients. The hemipelves of each patient were registered by using an iterative closet algorithm to an optimum position with minimum deviations. The high deviation regions were summarized between the hemipelves in each case, and a color map was drawn on a hemipelvis model that identified the areas that had a high possibility to be symmetrically different. A severe pelvic trauma case was used to comprehend the approach by designing a 3D printed implant. Each fracture was then registered to the mirrored uninjured hemipelvis by using the same algorithm, and customized fixation implants were designed with reference to the fractured model. The customized fixation plates showed that the implants had lower geometrical deviation when attached onto the re-stitched fracture side than onto the mirrored nonfractured bone. These results indicate that the symmetrical analysis of bone anatomy and the deviation color map can assist with implant selection and customized implant design given the geometrical difference between symmetrical bones. The novel approach provides a scientific reference that improves the accuracy and overall standard of 3D printed implants.

在骨盆创伤患者中,骨盆和固定植入物之间复杂几何形状的不匹配是导致骨盆环破裂不稳定和移位的根本原因,强烈考虑二次干预。目前定制植入物设计和临床实践中的几何匹配是通过非骨折半骨盆来治疗骨折骨盆。这种设计理念忽略了两个异教徒之间的解剖学差异,此外,局部区域的几何不对称性仍然未知。本研究分析了13名患者的三维骨盆模型的解剖不对称性。通过使用迭代壁橱算法将每个患者的半骨盆配准到具有最小偏差的最佳位置。在每种情况下,对半骨盆之间的高偏差区域进行了总结,并在半骨盆模型上绘制了一张彩色图,该图确定了对称差异可能性很高的区域。一个严重的骨盆创伤病例通过设计3D打印植入物来理解该方法。然后使用相同的算法将每个骨折记录到镜像的未受伤的半骨盆上,并参考骨折模型设计定制的固定植入物。定制的固定板显示,当植入物连接到重新缝合的骨折侧时,其几何偏差低于镜像非骨折骨。这些结果表明,考虑到对称骨骼之间的几何差异,骨骼解剖结构的对称分析和偏差颜色图可以帮助植入物的选择和定制植入物设计。该新方法为提高3D打印植入物的准确性和整体标准提供了科学参考。
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引用次数: 0
Effect of the Spatial Arrangement of Floating Builds with Minimum Support on the Microstructural and Mechanical Characteristics of Electron Beam Additively Manufactured Biomedical Ti-6Al-4V Alloys. 具有最小支撑的浮动结构的空间布置对电子束附加制造的生物医学Ti-6Al-4V合金的微观结构和力学特性的影响。
IF 2.3 4区 工程技术 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-10-01 Epub Date: 2023-10-10 DOI: 10.1089/3dp.2021.0291
Yi-Cheng Chen, Ping-Ho Chen, Meng-Hsiu Tsai, Shih-Fu Ou

In this study, normal and floating builds of Ti-6Al-4V were fabricated by electron beam additive manufacturing. The effects of the spatial arrangement on the microstructure, mechanical properties, and surface roughness of the parts were investigated. Both the normal and floating builds exhibited an α+β lamellar microstructure, but the normal builds had finer grains compared to the floating builds. The microstructural characteristics were correlated with the thermal history, specifically the cooling rate, resulting from the connection plate (S45C for the normal builds and the powder bed for the floating builds). The compressive yield strength and hardness of the normal builds were higher than those of the floating builds, regardless of build location owing to the grain refinement effects on the normal builds. The top surface (TS) of the sample was smoothest, and the lateral surface of the sample was the roughest for both the normal and floating builds; however, the roughness of the TS and bottom surface samples did not differ significantly between normal and floating builds. There were no noticeable differences in the microstructure and mechanical properties of the builds in five different positions, that is, the center and four corners. Finally, these findings were used to develop a set of conceptual spatial arrangement designs, including floating builds, to optimize the microstructure and mechanical properties.

在本研究中,通过电子束增材制造制备了Ti-6Al-4V的正常结构和浮动结构。研究了空间排列对零件微观结构、力学性能和表面粗糙度的影响。正常和浮动组织均表现出α+β层状微观结构,但与浮动组织相比,正常组织具有更细的晶粒。微观结构特征与连接板产生的热历史,特别是冷却速率相关(S45C用于正常构建,粉末床用于浮动构建)。由于晶粒细化对正常结构的影响,无论结构位置如何,正常结构的压缩屈服强度和硬度都高于浮动结构。对于正常和浮动结构,样品的顶面(TS)最光滑,样品的侧表面最粗糙;然而,TS和底部表面样本的粗糙度在正常构建和浮动构建之间没有显著差异。在中心和四个角的五个不同位置,构建物的微观结构和力学性能没有明显差异。最后,这些发现被用于开发一套概念性的空间布置设计,包括浮动结构,以优化微观结构和机械性能。
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引用次数: 0
Thermomechanical Properties of Polyjet Voxel-Printed Parts and the Effect of Percolation 聚喷体素打印件的热力学性能及渗透的影响
4区 工程技术 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-09-26 DOI: 10.1089/3dp.2023.0126
Chengyeh Ho, Jiali Bao, Jing Xu
The use of deformable materials in 3D printing has allowed for the fabrication of intricate soft robotics prototypes. Polyjet technology, with its ability to print multiple materials in a single print, has been popular in creating such designs. Vero and Agilus, the commercial materials provided by Polyjet, possess shape memory properties, making Polyjet ideal for high-precision and transformable applications. Voxel printing, where users assign materials to voxels, has allowed for the further expansion of design possibilities by tuning the properties of the jetted material. This study aims to investigate how different compositions of uniformly distributed Vero and Agilus voxels affect the thermomechanical properties of the voxel-printed part. In addition, high stiffness Vero droplets surrounded by a soft matrix of Agilus resemble polymer composites, thus calling for the examination of percolation, which is an important phenomenon in polymer composites. The study explores the presence of percolation in voxel-printed mixtures of Vero and Agilus and its impact on mechanical properties. Using dynamic thermomechanical analysis and thermomechanical analysis, the study characterizes the glass transition temperature (), maximum allowable strain, and modulus of the voxel-printed material at different compositions. The study found a highly linear relationship between and maximum yield strain with composition, and maximum yield strain occurs at 7°C above . On the other hand, there is a nonlinear relationship between the modulus and composition, which suggested that the percolation phenomenon might have altered the load distribution, therefore causing this inconsistency. So, in this study we used light microscopy, Monte Carlo simulations, and provided mathematical proofs to reveal the percolation threshold in voxel-printed parts, where Vero droplets suddenly form a single network that spreads across the material, altering the load distribution. This study is the first to highlight the percolation phenomenon in Polyjet voxel-printed parts and provides a useful guide for researchers in selecting suitable materials for their specific applications.
在3D打印中使用可变形材料可以制造复杂的软机器人原型。Polyjet技术,凭借其在一次打印中打印多种材料的能力,在创建这样的设计中很受欢迎。Polyjet提供的商业材料Vero和Agilus具有形状记忆特性,使Polyjet成为高精度和可转换应用的理想选择。体素打印,用户将材料分配到体素,通过调整喷射材料的属性,可以进一步扩展设计的可能性。本研究旨在探讨均匀分布的Vero和Agilus体素的不同组成对体素打印部件的热机械性能的影响。此外,被Agilus软基质包围的高刚度Vero液滴类似于聚合物复合材料,因此需要对渗透进行研究,这是聚合物复合材料中的一个重要现象。该研究探讨了Vero和Agilus体素印刷混合物中渗透的存在及其对机械性能的影响。通过动态热力学分析和热力学分析,表征了不同成分下体素印刷材料的玻璃化转变温度()、最大允许应变和模量。研究发现,最大屈服应变与成分呈高度线性关系,最大屈服应变出现在7°C以上。另一方面,模量与成分之间存在非线性关系,这表明渗透现象可能改变了载荷分布,从而导致这种不一致。因此,在这项研究中,我们使用光学显微镜,蒙特卡罗模拟,并提供数学证明来揭示体素打印部件的渗透阈值,其中Vero液滴突然形成一个单一的网络,在材料上扩散,改变负载分布。该研究首次突出了Polyjet体素打印部件中的渗透现象,并为研究人员选择适合其特定应用的材料提供了有用的指导。
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引用次数: 0
Analysis of Multiple Print-Head Displacement Mechanisms in 3D Space for Material Extrusion Machine 材料挤压机三维空间多打印头位移机理分析
4区 工程技术 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-09-26 DOI: 10.1089/3dp.2023.0096
Ishant Singhal, Bobby Tyagi, Abhishek Raj, Akash Jain, Shashank Kapoor, Ankit Sahai, Rahul Swarup Sharma
For wider adoption of the material extrusion (MatEx)-based additive manufacturing (AM) process, it is important to understand the systems for an improved production rate of the machine. This AM process is the most adaptable and popular due to its wide availability, scalability, compatibility with a broad range of thermoplastic materials, and decreasing cost of personal MatEx-based systems. The performance limits are being explored by many researchers, but none have tried to find the efficacy of different kinematic configurations. Kinematic configurations can significantly alter the efficiency of the machines. Most machines are operating on Cartesian positioning systems nowadays. Delta and polar positioning systems are not yet been extensively explored. In this study, Cartesian, delta, and polar systems of MatEx 3D printers are analyzed and compared based on physical inspection, print head dynamics and printed parts surface finish, dimensional accuracy, and build time. Based on the comparative study, the results show that the delta system-based 3D printer gives better surface finish and dimensional accuracy than polar and Cartesian system-based 3D printers. The analysis of build time with respect to the different infill densities and different printing speeds shows that the polar system-based 3D printers performed faster than the other two positing systems.
为了更广泛地采用基于材料挤压(MatEx)的增材制造(AM)工艺,了解提高机器生产率的系统非常重要。由于其广泛的可用性、可扩展性、与各种热塑性材料的兼容性以及降低个人matex系统的成本,这种增材制造工艺是适应性最强和最受欢迎的。许多研究人员正在探索性能限制,但没有人试图找到不同运动配置的功效。运动学配置可以显著改变机器的效率。现在大多数机器都是在笛卡尔定位系统上操作的。三角洲和极地定位系统尚未得到广泛的探索。在本研究中,基于物理检查、打印头动力学和打印部件表面光洁度、尺寸精度和构建时间,对MatEx 3D打印机的笛卡尔、delta和极坐标系进行了分析和比较。通过对比研究,结果表明基于delta体系的3D打印机比基于极坐标和直角坐标系的3D打印机具有更好的表面光洁度和尺寸精度。对不同填充密度和不同打印速度下的打印时间分析表明,基于极性系统的3D打印机比其他两种定位系统的打印速度更快。
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引用次数: 0
Fluid Thermodynamic Simulation of Ti-6Al-4V Alloy in Laser Wire Deposition. 激光线沉积中 Ti-6Al-4V 合金的流体热力学模拟。
IF 2.3 4区 工程技术 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-08-01 Epub Date: 2023-08-09 DOI: 10.1089/3dp.2021.0159
Xiang Wang, Lin-Jie Zhang, Jie Ning, Suck-Joo Na

A 3D numerical model of heat transfer and fluid flow of molten pool in the process of laser wire deposition was presented by computational fluid dynamics technique. The simulation results of the deposition morphology were also compared with the experimental results under the condition of liquid bridge transfer mode. Moreover, they showed a good agreement. Considering the effect of recoil pressure, the morphology of the deposit metal obtained by the simulation was similar to the experiment result. Molten metal at the wire tip was peeled off and flowed into the molten pool, and then spread to both sides of the deposition layer under the recoil pressure. In addition, the results of simulation and high-speed charge-coupled device presented that a wedge transition zone, with a length of ∼6 mm, was formed behind the keyhole in the liquid bridge transfer process, where the height of deposited metal decreased gradually. After solidification, metal in the transition zone retained the original melt morphology, resulting in a decrease in the height of the tail of the deposition layer.

通过计算流体动力学技术,建立了激光线材沉积过程中熔池传热和流体流动的三维数值模型。沉积形态的模拟结果还与液桥传输模式条件下的实验结果进行了比较。结果表明,二者具有良好的一致性。考虑到反冲压力的影响,模拟得到的沉积金属形态与实验结果相似。线尖处的熔融金属被剥离并流入熔池,然后在反冲压力作用下向沉积层两侧扩散。此外,模拟和高速电荷耦合器件的结果表明,在液桥传输过程中,键孔后方形成了一个长度为 6 毫米的楔形过渡区,沉积金属的高度在此逐渐降低。凝固后,过渡区内的金属保留了原来的熔体形态,导致沉积层尾部高度下降。
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引用次数: 0
Selective Laser Melting of TiC-Fe via Laser Pulse Shaping: Microstructure and Mechanical Properties. 通过激光脉冲整形对 TiC-Fe 进行选择性激光熔化:微观结构和机械性能
IF 2.3 4区 工程技术 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-08-01 Epub Date: 2023-08-09 DOI: 10.1089/3dp.2021.0221
Himanshu Singh Maurya, Lauri Kollo, Marek Tarraste, Kristjan Juhani, Fjodor Sergejev, Konda Gokuldoss Prashanth

In the present study, TiC-Fe cermets were fabricated through selective laser melting (SLM) for the first time employing pulse wave using a pulse shaping technique and regular laser pulse wave. Two samples were fabricated each with adapting pulse shaping technique and regular laser pulse wave with varied laser peak power and exposure time to obtain an optimized parameter. The pulse shaping technique proves to be an optimal method for fabrication of the TiC-Fe-based cermet. The effect of the laser peak power and pulse shaping on the microstructure development was investigated through scanning electron microscopy and X-ray diffraction analysis. Two-phased microstructures revealed the distribution of TiC and Fe. A maximum hardness and fracture toughness of 1010 ± 65 MPa and 16.3 ± 1.7 MPa m1/2, respectively, were observed for the pulsed-shaped samples illustrating that pulse shaping can be an effective way to avoid cracking in brittle materials processed by SLM.

本研究首次采用脉冲整形技术和常规激光脉冲波,通过选择性激光熔融(SLM)技术制造了 TiC-Fe 金属陶瓷。研究人员采用脉冲整形技术和常规激光脉冲波,并改变激光峰值功率和曝光时间,各制作了两个样品,以获得最佳参数。事实证明,脉冲整形技术是制造 TiC-Fe 基金属陶瓷的最佳方法。通过扫描电子显微镜和 X 射线衍射分析,研究了激光峰值功率和脉冲整形对微观结构发展的影响。两相微结构显示了 TiC 和 Fe 的分布。脉冲成形样品的最大硬度和断裂韧性分别为 1010 ± 65 MPa 和 16.3 ± 1.7 MPa m1/2,这说明脉冲成形可以有效避免 SLM 加工的脆性材料出现裂纹。
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引用次数: 0
Generative Design of Structured Materials for Controlled Frequency Responses. 可控频率响应结构材料的生成设计
IF 2.3 4区 工程技术 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-08-01 Epub Date: 2023-08-09 DOI: 10.1089/3dp.2021.0241
Wuxin Yang, Loulin Huang, Sarat Singamneni

Spatially varying material properties allow the dynamic response of structural systems to be almost arbitrarily tailored, far beyond the first or fundamental natural frequency. Continuing advances in manufacturing technology are making it possible to achieve the necessary range of stiffness and density variations, but the design of these property distributions is a challenging task because of the complex multidimensional nature of the problem. Generative design methods based on evolutionary optimization algorithms have been successfully used to obtain solutions based on multi-material distributions. However, the applicability of these solutions is limited by their reliance on multi-material additive manufacturing (AM), which currently only offers digitally mixed acrylic polymer options that are generally unsuitable to produce functional parts. A novel structured material solution is proposed here, in which the problem domain is divided into several volume elements (voxels), each of which contains a structure whose geometrical form is altered to adjust its effective properties to desired values. The single material structural solution will be amenable for ready fabrication by the powder-based selective laser sintering and melting processes with real engineering polymer and metal systems, thereby allowing for the realization of the benefits in real-world applications. The resulting continuous design spaces are searched using a modern evolutionary algorithm, the covariance matrix adaptation evolution strategy (CMA-ES). A MATLAB implementation of this evolutionary design method, in conjunction with finite element simulations for fitness evaluation, showed good convergence for several different cantilever beam test cases when tested against several different sets of target natural frequencies. Correlations with the multi-material solutions show that the single structured material approach is on par or even better in some cases, even though the test domain was discretized into 80% fewer voxels than for the multi-material case. Furthermore, the voxel structures can be realized using current AM technologies.

空间变化的材料特性使结构系统的动态响应几乎可以任意调整,远远超过第一或基本固有频率。制造技术的不断进步使得实现必要的刚度和密度变化范围成为可能,但由于问题的复杂多维性,这些属性分布的设计是一项具有挑战性的任务。基于进化优化算法的生成设计方法已成功用于获得基于多材料分布的解决方案。然而,这些解决方案的适用性因其对多材料增材制造(AM)的依赖性而受到限制,目前只能提供数字混合丙烯酸聚合物选项,通常不适合生产功能部件。本文提出了一种新颖的结构材料解决方案,将问题域划分为多个体元(体素),每个体元包含一个结构,改变其几何形状可将其有效属性调整为所需值。单一材料结构解决方案可通过粉末选择性激光烧结和熔化工艺与真实的工程聚合物和金属系统一起制造,从而在实际应用中实现优势。利用现代进化算法--协方差矩阵适应性进化策略(CMA-ES)--搜索得到的连续设计空间。这种进化设计方法的 MATLAB 实现与用于适配性评估的有限元模拟相结合,在针对几组不同的目标固有频率进行测试时,对几种不同的悬臂梁测试案例显示出良好的收敛性。与多材料解决方案的相关性表明,尽管测试域离散成的体素数量比多材料案例少 80%,但在某些情况下,单结构材料方法与多材料方法不相上下,甚至更胜一筹。此外,这些体素结构可以利用当前的 AM 技术实现。
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引用次数: 0
期刊
3D Printing and Additive Manufacturing
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