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Fabrication of High-Performance rGO/Cu Composites via Arc Induction Melting: A Comprehensive Study on Microstructure, Tribological and Electrical Properties 电弧感应熔炼制备高性能氧化石墨烯/铜复合材料:微观结构、摩擦学和电学性能的综合研究
IF 3.3 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-12-02 DOI: 10.1002/adem.202502310
Cevher Kursat Macit, Bunyamin Aksakal, Ümit Çelik, Merve Horlu

Reduced graphene oxide (rGO) reinforced copper (Cu) matrix composites were produced using arc induction melting (AIM) to investigate the microstructural, mechanical, tribological, and electrical responses of the system. rGO additions of 0.5 and 1.0 wt% were introduced to clarify interfacial strengthening and functional synergies within the Cu matrix. Characterization through X-ray Diffraction, Scanning Electron Microscopy, Energy-Dispersive X-ray Spectroscopy, Atomic Force Microscopy, and Lateral Force Microscopy confirmed homogeneous rGO dispersion, refined grain structure, and the absence of undesirable secondary phases. Incorporating rGO led to a significant increase in hardness, rising from 65 ± 4HV30 for pure Cu to 225 ± 3HV30 for the composite containing 1 wt% rGO. This improvement is associated with Hall–Petch strengthening, Orowan looping, and effective interfacial load transfer. Tribological evaluations demonstrated up to 78% reduction in wear rate and more than 60% decrease in friction coefficient, linked to the formation of a stable, self-lubricating carbonaceous tribofilm. SEM/EDX analyses of worn surfaces confirmed the presence of a continuous protective carbon layer. Electrical conductivity showed a slight improvement, maintaining the structural integrity of the Cu–rGO interface. Overall, AIM proved to be a scalable and energy-efficient approach for fabricating dense and multifunctional Cu–rGO nanocomposites suitable for electromechanical and thermal management applications.

采用电弧感应熔炼(AIM)法制备了还原氧化石墨烯(rGO)增强铜(Cu)基复合材料,研究了该材料的微观结构、力学、摩擦学和电学响应。添加0.5 wt%和1.0 wt%的氧化石墨烯来澄清Cu基体内的界面强化和功能协同作用。通过x射线衍射、扫描电子显微镜、能量色散x射线光谱学、原子力显微镜和侧向力显微镜进行表征,证实了氧化石墨烯分散均匀,晶粒结构精细,没有不良的二次相。加入还原氧化石墨烯可以显著提高合金的硬度,从纯Cu的65±4HV30提高到含有1wt %还原氧化石墨烯的复合材料的225±3HV30。这种改善与Hall-Petch强化、Orowan环和有效的界面载荷传递有关。摩擦学评估表明,由于形成了稳定的自润滑碳质摩擦膜,磨损率降低了78%,摩擦系数降低了60%以上。磨损表面的SEM/EDX分析证实了连续保护碳层的存在。电导率略有提高,保持了Cu-rGO界面的结构完整性。总的来说,AIM被证明是一种可扩展和节能的方法,用于制造致密和多功能的Cu-rGO纳米复合材料,适用于机电和热管理应用。
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引用次数: 0
Radial Buckling-Harnessed Auxetic Effect for Enhanced Energy Absorption in Snowflake-Perforated Honeycomb Metamaterials 径向屈曲利用消长效应增强雪花多孔蜂窝材料的能量吸收
IF 3.3 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-12-02 DOI: 10.1002/adem.202502005
Zhang Zhiguang, Chen Zhenlin, Hu Xiao, Li Chaozhi, Song Yang, Ding Zhaowei, Hu Tianyu

Advancing multifunctional mechanical metamaterials requires harmonizing auxetic behavior (negative Poisson's ratio, NPR) with high-energy absorption (EA) capabilities. This study presents a snowflake-perforated honeycomb metamaterial where radial buckling activates NPR-driven EA enhancement. Plastic hinges at 45° ligaments initiate auxetic contraction, while NPR-induced transverse compression forces hierarchical folding, delaying densification and amplifying energy dissipation. Geometric parameters (a/b, d) tune this cooperative mechanism within an optimal design window, enabling NPR to intrinsically reinforce EA. Integrated experiments and simulations confirm that NPR actively elevates EA through biaxial strain constraints and extended folding sequences. Parametric studies establish aspect ratio (a/b) as the primary regulator of NPR-EA synergy, while inscribed diameter (d) governs structural stability. A gradient design strategy further leverages NPR-induced compaction through spatially coordinated parameters, maximizing multifunctional performance. This work pioneers a tunable metamaterial paradigm where NPR fundamentally fortifies impact protection.

发展多功能机械超材料需要协调消声行为(负泊松比,NPR)和高能吸收(EA)能力。这项研究提出了一种雪花穿孔的蜂窝超材料,其中径向屈曲激活了npr驱动的EA增强。45°韧带处的塑性铰链会引发塑性收缩,而npr诱导的横向压缩会迫使分层折叠,延迟致密化并放大能量耗散。几何参数(a/b, d)在最优设计窗口内调整这种合作机制,使NPR本质上增强EA。综合实验和模拟证实,NPR通过双轴应变约束和扩展折叠序列积极提高EA。参数研究表明,宽高比(a/b)是NPR-EA协同作用的主要调节因子,而内切直径(d)控制结构稳定性。梯度设计策略通过空间协调参数进一步利用npr诱导的压实,最大限度地提高多功能性能。这项工作开创了一个可调的超材料范例,其中NPR从根本上加强了冲击保护。
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引用次数: 0
Digital Machine Knitted Resistive Strain Sensor for Wireless Human Motion Monitoring 用于人体运动无线监测的数字机针织电阻应变传感器
IF 3.3 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-12-02 DOI: 10.1002/adem.202502090
Safi Ahmed, Md. Mohaddesh Hosen, Abdullah Al Saif, Md. Tanvir Ahmed Khandaker

Textile-based wearable sensors are gaining popularity in healthcare and soft robotics due to their rapid, scalable, and low-cost production. Among them, strain sensors have been drawing attention in various human motion detection and health monitoring applications. In this article, knitted strain sensors based on interlock structures have been fabricated for capturing human movement and their remote monitoring. To achieve high stretchability and electrical stability, elastic core spun (nylon/PU) with conductive (polyester/stainless steel) yarn has been realized to prototype the sensors. Six different samples with different yarn variations have been extensively investigated by various electromechanical characterizations. The developed strain sensors show a maximum gauge factor of 3.04 with excellent linearity (R2 = 0.9911) and remarkable durability of 1500 cycles. These sensors also demonstrate rapid response (≈80 ms) and recovery time (≈120 ms) and exhibit good performance after 10 wash cycles, assessing the real-world application of the sensors. To validate the applicability of the strain sensors in human motion monitoring, an elbow support guard and a kneecap have been constructed to demonstrate bending angle detection as well as wireless monitoring of various human locomotion. The developed strain sensors hold immense possibilities in health monitoring, physical rehabilitation, and sports applications.

基于纺织品的可穿戴传感器由于其快速、可扩展和低成本的生产,在医疗保健和软机器人领域越来越受欢迎。其中,应变传感器在各种人体运动检测和健康监测应用中备受关注。本文制作了基于互锁结构的针织应变传感器,用于人体运动的捕捉和远程监测。为了实现高拉伸性和电稳定性,实现了弹性芯纱(尼龙/PU)与导电(聚酯/不锈钢)纱线的原型传感器。通过各种机电特性对6种不同纱线变化的样品进行了广泛的研究。所研制的应变传感器的最大应变系数为3.04,具有良好的线性度(R2 = 0.9911),具有显著的1500次循环耐久性。这些传感器还表现出快速响应(≈80 ms)和恢复时间(≈120 ms),并在10次洗涤循环后表现出良好的性能,评估了传感器的实际应用。为了验证应变传感器在人体运动监测中的适用性,我们构建了一个肘部支撑护套和一个膝盖骨来演示弯曲角度检测以及各种人体运动的无线监测。所开发的应变传感器在健康监测、身体康复和运动应用方面具有巨大的可能性。
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引用次数: 0
Mechanical and Fatigue Performance of Porous Tantalum Scaffolds with Composite Pore Structures Fabricated via Electron Beam Powder Bed Fusion 电子束粉末床熔合制备复合孔结构多孔钽支架的力学和疲劳性能
IF 3.3 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-12-02 DOI: 10.1002/adem.202501791
Yu Guo, Huixia Li, Xin Bi, Yicheng Bai, Jianling Liu, Chao Chen, Kechao Zhou

Porous tantalum scaffolds with composite pore structures, combining cubic and dodecahedron unit cells, are designed and fabricated using electron beam powder bed fusion. The static compressive and compressive fatigue properties of these composite scaffolds, featuring varying combination directions, are systematically investigated. Notably, under the equal strain condition, the elastic modulus and compressive yield strength of the composite scaffold are 0.95 GPa and 41.5 MPa, respectively, which are higher than scaffold under equal stress state. During fatigue tests, initial failure initiates within the weaker dodecahedron structure under the equal stress model. Following the complete failure of this structure, local tensile stress induces fracture in the struts of the cubic, resulting in a compressive fatigue strength lower than that of a uniform dodecahedral structure. Conversely, under the equal strain model, the composite scaffold demonstrates reduced cyclic ratcheting strain and a slower crack propagation rate during compressive fatigue, contributing to its compressive fatigue strength of 30.1 MPa at 2 × 106 cycles, which is much higher than the scaffold under equal stress condition. These findings demonstrate the effectiveness of strain-matched composite pore design in improving the mechanical reliability of porous tantalum scaffolds, offering valuable insights for advanced implant development.

采用电子束粉末床熔合技术,设计并制备了立方和十二面体单元胞相结合的复合孔结构多孔钽支架。系统研究了不同组合方向的复合材料支架的静态压缩和压缩疲劳性能。值得注意的是,在等应变条件下,复合材料支架的弹性模量和抗压屈服强度分别为0.95 GPa和41.5 MPa,高于等应力状态下的支架。在等应力模型下,在较弱的十二面体结构内进行初始破坏。该结构完全破坏后,局部拉应力导致柱体断裂,导致其抗压疲劳强度低于均匀十二面体结构。相反,在等应变模型下,复合材料支架在压缩疲劳过程中,循环棘轮应变减小,裂纹扩展速率减慢,在2 × 106次循环下,其压缩疲劳强度为30.1 MPa,远高于等应力条件下的支架。这些发现证明了应变匹配复合孔隙设计在提高多孔钽支架机械可靠性方面的有效性,为先进的种植体开发提供了有价值的见解。
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引用次数: 0
Effect of Quenching Method on Mechanical Properties of Thin-Walled Al–Mg–Si–Cu Alloys 淬火方式对Al-Mg-Si-Cu薄壁合金力学性能的影响
IF 3.3 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-12-01 DOI: 10.1002/adem.202501644
Luoxing Li, Yuanyuan Wei, Hanlin Xiang, Teng Zhan, Yongsheng Pei, Zhaoxin Li, Congchang Xu

The quenching method significantly affects the mechanical properties of Al–Mg–Si–Cu alloy energy-absorbing boxes. This study examines the inherent mechanism of the quenching process's action while methodically examining how it affects mechanical properties of the alloy's energy-absorbing boxes. The results demonstrate that, in comparison to samples treated with air cooling (AC), the mechanical properties of those treated with online water cooling (WC) are substantially improved. Specifically, the WC samples achieve optimal levels of tensile strength, elongation, and fracture toughness and perform well overall. Comparing it to the AC samples, its tensile strength (383.1 MPa), bending angle (148.6°), and peak crush load (410.4 kN) are all enhanced by 21.3%, 38.3%, and 31.3%, respectively. In this study, it is found that rapid cooling significantly inhibits the diffusion of solute atoms into the crystal, and more vacancies and solute atoms are obtained. This helps create the narrow grain boundary, precipitate-free zone, and aging-strengthening precipitation of dense and fine β″ phases. In addition, the WC quenching process inhibits crack propagation, which ultimately results in WC samples exhibiting high strength along with high toughness. This guarantees that the energy-absorbing box profiles has outstanding plastic deformability and energy-absorbing qualities under bending and crushing loads.

淬火方式对Al-Mg-Si-Cu合金吸能箱的力学性能有显著影响。本研究考察了淬火过程作用的内在机制,同时系统地考察了淬火过程如何影响合金吸能箱的机械性能。结果表明,与空气冷却(AC)处理的样品相比,在线水冷却(WC)处理的样品的力学性能有明显改善。具体来说,WC样品达到了最佳的抗拉强度、伸长率和断裂韧性水平,并且总体表现良好。与AC试样相比,其抗拉强度(383.1 MPa)、弯曲角(148.6°)和峰值破碎载荷(410.4 kN)分别提高了21.3%、38.3%和31.3%。本研究发现,快速冷却显著抑制了溶质原子向晶体中的扩散,得到了更多的空位和溶质原子。这有助于形成窄晶界、无析出区以及致密和细小β″相的时效强化析出。此外,WC淬火过程抑制了裂纹扩展,最终使WC样品具有高强度和高韧性。这保证了吸能箱型型材在弯曲和破碎载荷下具有优异的塑性变形性和吸能性能。
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引用次数: 0
Robot-Assisted Automated Serial-Sectioning and Imaging for 3D Microstructural Investigations 机器人辅助的三维显微结构自动连续切片和成像
IF 3.3 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-12-01 DOI: 10.1002/adem.202502202
Michael Moschetti, Anton Lemiasheuski, Evgenia Bajer, Ilja Porohovoj, Artur Göbel, Anja Pfennig, Dirk Bettge, Robert Maaß

Comprehensive materials characterization requires precise structural knowledge beyond traditional methods. The robot-assisted automated serial-sectioning and imaging (RASI) platform, developed at BAM, provides automated 3D metallographic reconstructions, enabling detailed microstructural analysis of technical materials. This article showcases RASI's capabilities through several case studies, including characterization of lamellar graphite in gray cast iron, porosity in sintered steel, melt pool morphology in additively manufactured 316L stainless steel, defects in metal-ceramic packages, and oxidation behavior in an Fe-12Cr-2Co alloy. By automating sample handling, mechanical serial-sectioning, etching, and optical imaging, RASI captures complex 3D microstructures with high precision and at high speed. This approach reveals microstructural features missed by 2D analysis, even using stereological assumptions. Specifically, statistically rare and large microstructural features, such as secondary phases or interconnected pores, become apparent, which 2D methods cannot reveal. The generated volumetric data can furthermore serve as quantitative reference datasets (i.e., the ‘ground truth’) essential for validating other 3D characterization techniques and computational models, helping to bridge the gap between predictive simulations and real-world material behavior. RASI's modular design makes it a flexible tool that provides realistic 3D insights into materials, which can be used for advanced materials research, process optimization, and quality control.

全面的材料表征需要超越传统方法的精确结构知识。由BAM开发的机器人辅助自动连续切片和成像(RASI)平台提供了自动化的3D金相重建,能够对技术材料进行详细的微观结构分析。本文通过几个案例研究展示了RASI的能力,包括灰铸铁层状石墨的表征、烧结钢的孔隙率、增材制造316L不锈钢的熔池形态、金属陶瓷封装的缺陷以及Fe-12Cr-2Co合金的氧化行为。通过自动化样品处理,机械连续切片,蚀刻和光学成像,RASI以高精度和高速捕获复杂的3D微结构。这种方法揭示了二维分析所遗漏的微观结构特征,甚至使用了立体假设。具体来说,统计上罕见的大型微观结构特征,如次生相或相互连接的孔隙,变得明显,这是二维方法无法揭示的。生成的体积数据还可以作为定量参考数据集(即“地面真相”),对于验证其他3D表征技术和计算模型至关重要,有助于弥合预测模拟与现实世界材料行为之间的差距。RASI的模块化设计使其成为一种灵活的工具,可提供逼真的材料3D洞察,可用于先进材料研究,工艺优化和质量控制。
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引用次数: 0
Experimental Analysis and Physics-Based Analytical Model on Twisted and Coiled Artificial Muscles 扭曲和盘绕人造肌肉的实验分析和基于物理的分析模型
IF 3.3 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-12-01 DOI: 10.1002/adem.202501988
Salvatore Garofalo, Chiara Morano, Leonardo Pagnotta, Luigi Bruno

This work presents a comprehensive experimental and analytical study of twisted and coiled artificial muscles (TCAMs) fabricated from three types of silver-coated nylon 6,6 precursor fibers. The coupled thermo-electromechanical response of these actuators is investigated through systematic characterization and a physics-based analytical model. Built upon Castigliano's theorem, the model captures nonlinear contraction behavior with high accuracy while remaining computationally efficient compared to more complex formulations. Experimental validation demonstrates maximum contractions up to 19.3%, strongly influenced by precursor type and the applied prestrain. Beyond displacement, actuator performance is quantified through additional metrics. The specific mechanical work per cycle reaches values as high as 8 kJ kg−1, highlighting the excellent work density achievable with minimal actuator mass. Conversely, electromechanical efficiency is found to be limited (0.15 ± 0.2% under optimized conditions), primarily due to thermal losses resulting from convection, radiation, and conduction. Time-constant analysis reveals fiber-dependent trends: Thinner fibers exhibit faster overall dynamics but slower heating than cooling, while thicker fibers display longer relaxation times due to their larger thermal mass. The combined experimental and analytical approach provides both a detailed understanding and a predictive tool for TCAMs, offering insights into their strengths and limitations for future integration into wearable and soft robotic systems.

本文对三种镀银尼龙6,6前体纤维制备的扭曲和卷曲人造肌肉(TCAMs)进行了全面的实验和分析研究。通过系统表征和基于物理的分析模型,研究了这些执行器的热-机电耦合响应。该模型建立在Castigliano定理的基础上,与更复杂的公式相比,该模型以高精度捕获非线性收缩行为,同时保持计算效率。实验验证表明,最大收缩可达19.3%,受前驱体类型和施加的预应变的强烈影响。除了位移之外,执行机构的性能还可以通过附加指标进行量化。每个周期的具体机械功达到高达8 kJ kg−1的值,突出了以最小的执行器质量实现的优异工作密度。相反,机电效率受到限制(优化条件下为0.15±0.2%),主要是由于对流、辐射和传导造成的热损失。时间常数分析揭示了纤维相关的趋势:较薄的纤维表现出更快的整体动力学,但加热比冷却慢,而较厚的纤维由于其较大的热质量而表现出较长的松弛时间。实验和分析相结合的方法为tcam提供了详细的理解和预测工具,为未来集成到可穿戴和软机器人系统中提供了对其优势和局限性的见解。
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引用次数: 0
Residual Stress Characterization and Microstructure Evolution Analysis of Additively Manufactured IN718 Superalloy 增材制造IN718高温合金残余应力表征及组织演变分析
IF 3.3 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-12-01 DOI: 10.1002/adem.202502173
Cong Li, Huayang Chang, Jiangpeng Hou, Fan Yang, Yifeng Xiong, Shuyan Zhang

At present, the research on the overall residual stress of additively manufactured superalloy components still faces challenges. This study systematically investigates the influence of annealing temperature on the evolution behavior of residual stress in IN718 superalloy fabricated via selective laser melting using X-ray diffraction and the contour method, and analyzes the mechanism of residual stress relief in combination with microstructure characterization. The results indicate that there is significant tensile stress on the surface of the as-built sample, and the longitudinal stress (σz) is higher than the transverse stress (σx). Internal stress primarily consists of compressive residual stress. However, after annealing treatment, most residual stress is alleviated through static recovery and recrystallization. Under medium-low temperature (550–750 °C) annealing, recrystallization does not occur and the recovery capacity is relatively weak; thus, residual stress is partially relieved, reaching 20% and 50% respectively. Under high-temperature (950–1150 °C) annealing, residual stress is significantly reduced, up to 90%. Especially at 1150 °C, dislocation is almost completely annihilated, recrystallization is mostly completed, and residual stress is nearly eliminated, approaching 0 MPa. The results provide technical support for the annealing process to eliminate residual stress in the superalloy.

目前,增材制造高温合金部件整体残余应力的研究仍面临挑战。本研究采用x射线衍射和轮廓法系统研究了退火温度对选择性激光熔化IN718高温合金残余应力演化行为的影响,并结合显微组织表征分析了残余应力消除的机理。结果表明:试样表面存在明显的拉应力,且纵向应力(σz)大于横向应力(σx);内应力主要由残余压应力组成。然而,退火处理后,大部分残余应力通过静态恢复和再结晶得到缓解。在中低温(550-750℃)退火下,不发生再结晶,恢复能力较弱;残余应力得到部分缓解,分别达到20%和50%。在高温(950-1150℃)退火下,残余应力显著降低,可达90%。特别是在1150℃时,位错几乎完全消除,再结晶基本完成,残余应力基本消除,接近0 MPa。研究结果为消除高温合金残余应力的退火工艺提供了技术支持。
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引用次数: 0
Development and Performance of 3D-Printed Nanohydroxyapatite Polyamide 66 Artificial Vertebral Body 3d打印纳米羟基磷灰石聚酰胺66人工椎体的研制与性能
IF 3.3 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-12-01 DOI: 10.1002/adem.202501648
Yuan Jiang, Haoxiang Chen, Yang Zhu, Jialin Chen, Houqing Long, Wei Guo

Bone tissue repair requires biomaterials that possess excellent biocompatibility, bioactivity, and mechanical strength. Polyamide 66 (PA 66) and nanohydroxyapatite (n-HA) show promise as scaffolds in this field, but improving composite construction methods to enhance performance is still a key challenge. In this article, an n-HA/PA66 composite material is prepared using a simple and environmentally friendly method. Subsequently, a patient-specific artificial vertebra is developed utilizing advanced 3D printing techniques. Characterizations, including scanning electron microscopy and transmission electron microscopy, have identified the nanostructure of n-HA/PA66 material. Fourier transform infrared spectroscopy reveals the covalent binding of n-HA to PA66. Further Raman spectroscopy and X-ray diffraction analyses confirm the crystalline nature and uniformity of the material. The result of thermal stability determinations suggests that the vertebral body material remains structurally intact at temperatures below 300 °C. Compared with the traditionally made artificial vertebrae, the 3D-printed vertebra exhibited more superior mechanical properties. It has been demonstrated that the 3D printing technique enhances the mechanical capability of n-HA/PA66 material. By integrating n-HA/PA 66 with 3D printing, artificial vertebrae can be custom-designed for specific bone defect locations and sizes, addressing large bone defect issues in clinical settings and offering significant clinical potential.

骨组织修复需要具有良好生物相容性、生物活性和机械强度的生物材料。聚酰胺66 (pa66)和纳米羟基磷灰石(n-HA)在这一领域有前景,但改进复合材料的构建方法以提高性能仍然是一个关键的挑战。本文采用简单环保的方法制备了n-HA/PA66复合材料。随后,利用先进的3D打印技术开发了患者特定的人工椎体。通过扫描电镜和透射电镜对n-HA/PA66材料的纳米结构进行了表征。傅里叶变换红外光谱揭示了n-HA与PA66的共价结合。进一步的拉曼光谱和x射线衍射分析证实了材料的晶体性质和均匀性。热稳定性测定结果表明,在低于300°C的温度下,椎体材料在结构上保持完整。与传统制作的人工椎体相比,3d打印的椎体具有更优越的力学性能。结果表明,3D打印技术提高了n-HA/PA66材料的力学性能。通过将n-HA/PA 66与3D打印相结合,人工椎骨可以针对特定的骨缺损位置和大小进行定制设计,解决临床环境中的大型骨缺损问题,并提供重要的临床潜力。
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引用次数: 0
Robot-Assisted Automated Serial-Sectioning and Imaging for 3D Microstructural Investigations 机器人辅助的三维显微结构自动连续切片和成像
IF 3.3 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-12-01 DOI: 10.1002/adem.202502202
Michael Moschetti, Anton Lemiasheuski, Evgenia Bajer, Ilja Porohovoj, Artur Göbel, Anja Pfennig, Dirk Bettge, Robert Maaß

Comprehensive materials characterization requires precise structural knowledge beyond traditional methods. The robot-assisted automated serial-sectioning and imaging (RASI) platform, developed at BAM, provides automated 3D metallographic reconstructions, enabling detailed microstructural analysis of technical materials. This article showcases RASI's capabilities through several case studies, including characterization of lamellar graphite in gray cast iron, porosity in sintered steel, melt pool morphology in additively manufactured 316L stainless steel, defects in metal-ceramic packages, and oxidation behavior in an Fe-12Cr-2Co alloy. By automating sample handling, mechanical serial-sectioning, etching, and optical imaging, RASI captures complex 3D microstructures with high precision and at high speed. This approach reveals microstructural features missed by 2D analysis, even using stereological assumptions. Specifically, statistically rare and large microstructural features, such as secondary phases or interconnected pores, become apparent, which 2D methods cannot reveal. The generated volumetric data can furthermore serve as quantitative reference datasets (i.e., the ‘ground truth’) essential for validating other 3D characterization techniques and computational models, helping to bridge the gap between predictive simulations and real-world material behavior. RASI's modular design makes it a flexible tool that provides realistic 3D insights into materials, which can be used for advanced materials research, process optimization, and quality control.

全面的材料表征需要超越传统方法的精确结构知识。由BAM开发的机器人辅助自动连续切片和成像(RASI)平台提供了自动化的3D金相重建,能够对技术材料进行详细的微观结构分析。本文通过几个案例研究展示了RASI的能力,包括灰铸铁层状石墨的表征、烧结钢的孔隙率、增材制造316L不锈钢的熔池形态、金属陶瓷封装的缺陷以及Fe-12Cr-2Co合金的氧化行为。通过自动化样品处理,机械连续切片,蚀刻和光学成像,RASI以高精度和高速捕获复杂的3D微结构。这种方法揭示了二维分析所遗漏的微观结构特征,甚至使用了立体假设。具体来说,统计上罕见的大型微观结构特征,如次生相或相互连接的孔隙,变得明显,这是二维方法无法揭示的。生成的体积数据还可以作为定量参考数据集(即“地面真相”),对于验证其他3D表征技术和计算模型至关重要,有助于弥合预测模拟与现实世界材料行为之间的差距。RASI的模块化设计使其成为一种灵活的工具,可提供逼真的材料3D洞察,可用于先进材料研究,工艺优化和质量控制。
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引用次数: 0
期刊
Advanced Engineering Materials
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