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Comprehensive Composite Mould Filling Pattern Dataset for Process Modelling and Prediction 用于工艺建模和预测的综合复合材料模具填充模式数据集
Pub Date : 2024-04-18 DOI: 10.3390/jcs8040153
B. Chai, Jinze Wang, Thanh Kim Mai Dang, Mostafa Nikzad, B. Eisenbart, Bronwyn Fox
The Resin Transfer Moulding process receives great attention from both academia and industry, owing to its superior manufacturing rate and product quality. Particularly, the progression of its mould filling stage is crucial to ensure a complete reinforcement saturation. Contemporary process simulation methods focus primarily on physics-based approaches to model the complex resin permeation phenomenon, which are computationally expensive to solve. Thus, the application of machine learning and data-driven modelling approaches is of great interest to minimise the cost of process simulation. In this study, a comprehensive dataset consisting of mould filling patterns of the Resin Transfer Moulding process at different injection locations for a composite dashboard panel case study is presented. The problem description and significance of the dataset are outlined. The distribution of this comprehensive dataset aims to lower the barriers to entry for researching machine learning approaches in composite moulding applications, while concurrently providing a standardised baseline for evaluating newly developed algorithms and models in future research works.
树脂传递模塑工艺因其卓越的生产率和产品质量而受到学术界和工业界的高度关注。特别是,其模具填充阶段的进展对于确保完全加固饱和至关重要。当代的工艺模拟方法主要侧重于基于物理的方法来模拟复杂的树脂渗透现象,但这种方法的计算成本较高。因此,应用机器学习和数据驱动建模方法来最大限度地降低工艺模拟的成本是非常有意义的。在本研究中,针对一个复合仪表板案例研究,介绍了由树脂传递模塑过程中不同注塑位置的模具填充模式组成的综合数据集。研究概述了问题描述和数据集的重要性。该综合数据集的发布旨在降低复合材料成型应用中机器学习方法研究的门槛,同时为评估未来研究工作中新开发的算法和模型提供标准化基线。
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引用次数: 0
Post-Process Considerations for Photopolymer 3D-Printed Injection Moulded Insert Tooling Applications 光聚合物三维打印注塑模具应用的后处理注意事项
Pub Date : 2024-04-17 DOI: 10.3390/jcs8040151
Gavin Keane, Andrew V. Healy, D. Devine
Injection moulding (IM) is a manufacturing technique used to produce intricately detailed plastic components with various surface finishes, enabling the production of high-tolerance functional parts at scale. Conversely, stereolithography (SLA) three-dimensional (3D) printing offers an alternative method for fabricating moulds with shorter lead times and reduced costs compared to conventional manufacturing. However, fabrication in a layer-by-layer fashion results in anisotropic properties and noticeable layer lines, known as the stair-step effect. This study investigates post-processing techniques for plaques with contrasting stair-step effects fabricated from commercially available SLA high-temperature resin, aiming to assess their suitability for IM applications. The results reveal that annealing significantly enhances part hardness and heat deflection temperature (HDT), albeit with a trade-off involving reduced flexural strength. Experimental findings indicate that the optimal stage for abrasive surface treatment is after UV curing and before annealing. Plaques exhibiting contrasting stair-step effects are characterized and evaluated for weight loss, dimensional accuracy, and surface roughness. The results demonstrate that abrasive blasting effectively removes the stair-step effect without compromising geometry while achieving polished surface finishes with roughness average (RA) values of 0.1 μm through sanding. Overall, a combination of abrasive blasting and sanding proves capable of precisely defining surface roughness without significant geometry loss, offering a viable approach to achieving traditional IM finishes suitable for both functional and aesthetic purposes.
注塑成型(IM)是一种制造技术,用于生产具有各种表面光洁度的复杂精细的塑料部件,从而实现高精度功能部件的规模化生产。与此相反,立体光刻(SLA)三维(3D)打印为模具制造提供了另一种方法,与传统制造方法相比,它能缩短交付周期并降低成本。然而,逐层制造会导致各向异性和明显的层纹,即所谓的阶梯效应。本研究调查了用市售 SLA 高温树脂制造的具有对比阶梯效应的斑块的后处理技术,旨在评估它们是否适合即时通讯应用。结果表明,退火可显著提高部件硬度和热变形温度(HDT),但同时也会降低抗弯强度。实验结果表明,磨料表面处理的最佳阶段是在紫外线固化之后和退火之前。对表现出截然不同的阶梯效应的斑块进行了表征,并对重量损失、尺寸精度和表面粗糙度进行了评估。结果表明,喷砂能有效消除阶梯效应,同时不影响几何形状,通过打磨还能获得粗糙度平均值(RA)为 0.1 μm 的抛光表面。总之,喷砂和打磨相结合的方法证明能够精确界定表面粗糙度,而不会造成明显的几何形状损失,为实现既适合功能又美观的传统 IM 饰面提供了一种可行的方法。
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引用次数: 0
Effect of the Energy Director Material on the Structure and Properties of Ultrasonic Welded Lap Joints of PEI Plates with CF Fabric/PEI Prepreg 能量导向材料对带有 CF 纤维/PEI 预浸料的 PEI 板超声波焊接搭接接头的结构和性能的影响
Pub Date : 2024-04-16 DOI: 10.3390/jcs8040150
Defang Tian, V. Alexenko, Sergey V. Panin, A. Bogdanov, D. Buslovich
To estimate the possibility of using both low-melting TecaPEI and neat PEI films as energy directors (EDs) for ultrasonic welding (USW) of carbon fiber (CF) fabric–polyetherimide (PEI) laminates, some patterns of structure formation and mechanical properties of their lap joints were investigated by varying the process parameters. The experiment was planned by the Taguchi method with the L9 orthogonal matrix. Based on the obtained results, USW parameters were optimized accounting for maintaining the structural integrity of the joined components and improving their functional characteristics. The use of the low-melting EDTecaPEI film enabled US-welding the laminates with minimal damage to the fusion zone, and the achieved lap shear strength (LSS) values of ~7.6 MPa were low. The use of EDSolverPEI excluded thermal degradation of the components as well as damage to the fusion zone, and improved LSS values to 21 MPa. With the use of digital image correlation (DIC) and computed tomography (CT) techniques, the structural factors affecting the deformation behavior of the USW lap joints were justified. A scheme was proposed that established the relationship between structural factors and the deformation response of the USW lap joints under static tension. The TecaPEI film can be used in USW procedures when very high interlayer adhesion properties are not on demand.
为了评估使用低熔点 TecaPEI 和纯 PEI 薄膜作为碳纤维(CF)织物-聚醚酰亚胺(PEI)层压板超声波焊接(USW)的能量引导(ED)的可能性,我们通过改变工艺参数研究了其搭接接头的结构形成模式和机械性能。实验采用 L9 正交矩阵的田口方法进行规划。根据获得的结果,对 USW 参数进行了优化,以保持连接部件的结构完整性并改善其功能特性。低熔点 EDTecaPEI 薄膜的使用使 USW 焊接层压板时对熔合区的破坏最小,达到的搭接剪切强度(LSS)值较低,约为 7.6 兆帕。使用 EDSolverPEI 后,组件的热降解和熔合区的损坏均被排除,LSS 值提高到 21 兆帕。利用数字图像相关(DIC)和计算机断层扫描(CT)技术,对影响 USW 搭接接头变形行为的结构因素进行了论证。提出的方案确定了结构因素与 USW 搭接接头在静态拉力下的变形响应之间的关系。当不需要非常高的层间粘附性能时,TecaPEI 薄膜可用于 USW 过程。
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引用次数: 0
A Review on Abrasive Wear of Aluminum Composites: Mechanisms and Influencing Factors 铝复合材料磨损综述:机理和影响因素
Pub Date : 2024-04-15 DOI: 10.3390/jcs8040149
N. Valizade, Zoheir Farhat
Aluminum matrix composites (AMCs) find extensive use across diverse industries such as automotive, aerospace, marine, and electronics, owing to their remarkable strength-to-weight ratio, corrosion resistance, and mechanical properties. However, their limited wear resistance poses a challenge for applications requiring high tribological performance. Abrasive wear emerges as the predominant form of wear encountered by AMCs in various industrial settings, prompting significant research efforts aimed at enhancing their wear resistance. Over the past decades, extensive research has investigated the influence of various reinforcements on the abrasive wear behavior of AMCs. This paper presents a comprehensive review of the impact of different variables on the wear and tribological response of aluminum composites. This review explores possible wear mechanisms across various tribosystems, providing examples drawn from the analysis of existing literature. Through detailed discussions on the effects of each variable, conclusions are drawn to offer insights into optimizing the wear performance of AMCs.
铝基复合材料(AMC)因其出色的强度重量比、耐腐蚀性和机械性能,在汽车、航空航天、船舶和电子等各行各业得到广泛应用。然而,它们有限的耐磨性对要求高摩擦学性能的应用构成了挑战。磨料磨损是 AMC 在各种工业环境中遇到的主要磨损形式,这促使人们大力开展旨在提高其耐磨性的研究。在过去的几十年中,人们广泛研究了各种增强材料对 AMC 磨料磨损行为的影响。本文全面综述了不同变量对铝复合材料磨损和摩擦响应的影响。本综述探讨了各种摩擦系统中可能存在的磨损机制,并提供了从现有文献分析中得出的实例。通过详细讨论每个变量的影响,得出结论,为优化 AMC 的磨损性能提供见解。
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引用次数: 0
The Morphological and Thermal Characteristics of Hollow-Glass-Microsphere-Coated Phase Change Material–Cow Pie Embedded Recycled Plastic Tiles for Cool Roofs 用于凉爽屋顶的空心玻璃-微球包覆相变材料-牛粪嵌入式再生塑料瓦的形态和热特性
Pub Date : 2024-04-13 DOI: 10.3390/jcs8040148
S. Satya, P. S. Rama Sreekanth
This study addresses the global plastic waste crisis and the urban heat island effect by developing an innovative solution: recycled plastic roof tiles embedded with phase change material (PCM) and coated with hollow-glass-microsphere-based white paint. The samples were fabricated with cow pie fibers, OM37 and OM42 PCM materials with different wt./vol. values, i.e., 15/50, 20/50, 25/50, 30/50 ratios. The fabricated tiles were coated with hollow glass microspheres to provide a reflective layer. The tiles’ effectiveness was evaluated through morphological examination and thermal analysis. The SEM analysis revealed an excellent bonding ability for the PCM blend, i.e., OM37 and OM42 at a 20/50 ratio (wt./vol.) with cow pie fibers. Adding cow pie fibers to the PCM shifted the melting points of OM37 and OM42, indicating an increased heat storage capacity in both blends. The thermal conductivity results revealed decreased thermal conductivity with an increased cow pie fiber percentage. The recycled plastic roof tile of the PCM composite at a 20/50 (wt./vol.) ratio showed good thermal properties. Upon testing in real-time conditions in a physical setup, the roof tiles showed a temperature reduction of 8 °C from outdoors to indoors during the peak of summer. In winter, cozy temperatures were maintained indoors due to the heat regulation from the roof.
本研究针对全球塑料废物危机和城市热岛效应,开发了一种创新解决方案:在回收塑料瓦片中嵌入相变材料(PCM),并涂上基于中空玻璃微球的白色涂料。样品由牛皮纤维、OM37 和 OM42 PCM 材料制成,这些材料的重量/体积比各不相同,即 15/50、20/50、25/50 和 30/50。制成的瓷砖表面涂有空心玻璃微球,以提供反射层。通过形态检查和热分析评估了瓷砖的效果。扫描电子显微镜分析表明,PCM 混合物(即 OM37 和 OM42 与牛皮纤维的比例为 20/50(重量/体积))具有出色的粘合能力。在 PCM 中添加牛粪纤维会改变 OM37 和 OM42 的熔点,这表明这两种混合物的蓄热能力都有所提高。导热性结果表明,随着牛粪纤维比例的增加,导热性降低。20/50 (重量/体积)比例的 PCM 复合材料再生塑料瓦显示出良好的热性能。在物理装置的实时条件下进行测试后,屋顶瓦片显示,在夏季高峰期,从室外到室内的温度降低了 8 °C。在冬季,由于屋顶的热调节作用,室内温度保持舒适。
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引用次数: 0
Electrochemical Deposition and Properties of Ni Coatings with Nitrogen-Modified Graphene Oxide 氮改性石墨烯氧化物镍涂层的电化学沉积及其特性
Pub Date : 2024-04-13 DOI: 10.3390/jcs8040147
Vitaly Tseluikin, A. Dzhumieva, A. Tribis, Sergey Brudnik, Denis Tikhonov, A. Yakovlev, A. Mostovoy, M. Lopukhova
In this study, a method for producing nitrogen-modified graphene oxide (NMGO) using hydrothermal synthesis in the presence of triethanolamine is presented. The composition and structure of NMGO are characterized using X-ray phase analysis (XPA), scanning electron microscopy (SEM), Fourier transform infrared spectroscopy, and Raman spectroscopy. Ni-based metal matrix coatings (MMCs) modified with NMGO were obtained from a sulfate-chloride electrolyte in the galvanostatic mode. The process of electrochemical deposition of these coatings was studied using chronovoltammetry. The microstructure of Ni–NMGO MMCs was studied using the XPA and SEM methods. It has been established that the addition of NMGO particles into the Ni matrix results in an increase in the microhardness of the resulting coatings by an average of 1.30 times. This effect is a consequence of the refinement of crystallites and high mechanical properties of NMGO phase. The corrosion-electrochemical behavior of studied electrochemical deposits in 0.5 M sulfuric acid was analyzed. It has been shown that the corrosion rate of Ni–NMGO MMCs in a 3.5% sodium chloride environment decreases by approximately 1.50–1.70 times as compared to unmodified Ni coatings. This is due to NMGO particles that act as a barrier preventing the propagation of the corrosion and form corrosive galvanic microelements with Ni, promoting anodic polarization.
本研究介绍了一种在三乙醇胺存在下利用水热合成法生产氮改性氧化石墨烯(NMGO)的方法。利用 X 射线相分析 (XPA)、扫描电子显微镜 (SEM)、傅立叶变换红外光谱和拉曼光谱对 NMGO 的组成和结构进行了表征。在硫酸盐-氯化物电解液中以电静电模式获得了用 NMGO 修饰的镍基金属基体涂层(MMC)。使用计时伏安法研究了这些涂层的电化学沉积过程。使用 XPA 和 SEM 方法研究了 Ni-NMGO MMC 的微观结构。结果表明,在镍基体中加入 NMGO 颗粒后,涂层的显微硬度平均提高了 1.30 倍。这种效应是 NMGO 相晶粒细化和高机械性能的结果。对所研究的电化学沉积物在 0.5 M 硫酸中的腐蚀-电化学行为进行了分析。结果表明,在 3.5% 的氯化钠环境中,Ni-NMGO MMC 的腐蚀速率比未改性的 Ni 涂层降低了约 1.50-1.70 倍。这是由于 NMGO 颗粒起到了阻挡腐蚀扩散的作用,并与镍形成了腐蚀性电化微元素,促进了阳极极化。
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引用次数: 0
Characteristics of Lightweight Concrete Fabricated with Different Types of Strengthened Lightweight Aggregates 使用不同类型强化轻质骨料制造的轻质混凝土的特性
Pub Date : 2024-04-12 DOI: 10.3390/jcs8040144
Laith Mohammed Ridha Mahmmod, Anmar Dulaimi, L. Bernardo, Jorge Miguel de Almeida Andrade
The vast majority of different waste building units have negative environmental impacts around the world. Crushed building units can be recycled and utilized in the concrete industry to solve these problems and maintain natural resources. This study investigated the feasibility of employing crushed autoclaved aerated concrete (CAAC) and crushed clay brick (CCB) as a lightweight aggregate (LWA) to fabricate environmentally friendly recycled lightweight concrete (LWC). In addition, a lightweight expanded clay aggregate (LECA) was also used as an LWA, namely to study how the high porosity of an LWA can adversely affect the properties of LWC. Through the experimental program, all types of LWAs were pre-treated and strengthened with two cementitious grouts, and then the performance of the produced LWC was assessed by determining the slump of fresh concrete, the dry density, the unconfined compressive strength, and the splitting tensile strength at ages of 3, 7, 28, and 56 days. The laboratory results revealed that both CCB and CAAC can be reused as full substitutions for normal-weight coarse aggregate to manufacture LWC with appropriate properties. The obtained data show that the properties of an LECA, CCB, and CAAC were improved, and the porous structure can be strengthened by pre-treatment and coating with grouts. In the same way, the mechanical performance of produced LWC is also enhanced.
全世界绝大多数不同的废弃建筑单元都会对环境造成负面影响。破碎的建筑单元可以回收并用于混凝土行业,以解决这些问题并保护自然资源。本研究调查了采用破碎蒸压加气混凝土(CAAC)和破碎粘土砖(CCB)作为轻质骨料(LWA)来制造环保型再生轻质混凝土(LWC)的可行性。此外,还使用了轻质膨胀粘土骨料(LECA)作为轻质骨料,即研究轻质骨料的高孔隙率如何对轻质混凝土的性能产生不利影响。通过实验项目,用两种水泥基灌浆料对所有类型的 LWA 进行了预处理和强化,然后通过测定新拌混凝土的坍落度、干密度、无侧限抗压强度以及 3、7、28 和 56 天龄期的劈裂抗拉强度来评估所生产的 LWC 的性能。实验室结果表明,CCB 和 CAAC 可完全替代正常重量的粗骨料,用于制造具有适当性能的低黏度混凝土。获得的数据表明,LECA、CCB 和 CAAC 的性能都得到了改善,多孔结构可以通过预处理和涂抹灌浆料得到加强。同样,生产出的木丝水泥板的机械性能也得到了提高。
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引用次数: 0
Punching Shear of FRP-RC Slab–Column Connections: A Comprehensive Database FRP-RC 板柱连接的冲剪力:综合数据库
Pub Date : 2024-04-12 DOI: 10.3390/jcs8040145
Yazan Almomani, Roaa Alawadi, Ahmad N. Tarawneh, Abdullah Alghossoon, Ahmad Aldiabat
Several design standards have been developed in the last two decades to estimate the punching capacity of two-way reinforced concrete (RC) slabs reinforced with fiber-reinforced polymer (FRP) reinforcement. FRP-RC design standards include the recently published ACI 440.11-22, CSA/S806-12, and JSCE-2007. These models are either based on empirical data or semi-empirical methods and calibrated using different databases. Additionally, these standards do not have provisions for connections with shear reinforcement. Therefore, a reliable worldwide database for developing and assessing the applicability of such provisions with test results is vital. This study presents a worldwide and up-to-date database for punching shear of FRP-RC slabs. The database includes 197 tested connections, comprising interior and edge connections, with and without shear reinforcement, and a wide range of materials and cross-sectional properties. The database was used to evaluate the accuracy of the mentioned standards in predicting the punching shear capacity. For connections without shear reinforcement, it was determined that the three design standards yielded similar performance with different conservatism levels. ACI 440.11-22 yielded the most conservative results, with average Vexp/Vpred ratios of 2.04 compared to 1.28 and 1.3 for other models. For connection with shear reinforcement, specimens with Evf> 100 GPa resulted in Vexp/Vpred ratios less than 1.0 for ACI and CSA standards.
在过去的二十年中,已经制定了多个设计标准来估算用纤维增强聚合物(FRP)加固的双向钢筋混凝土(RC)板的抗冲击能力。FRP-RC 设计标准包括最近出版的 ACI 440.11-22、CSA/S806-12 和 JSCE-2007。这些模型或基于经验数据,或基于半经验方法,并使用不同的数据库进行校准。此外,这些标准中没有关于剪力加固连接的规定。因此,建立一个可靠的全球数据库,以便根据测试结果制定和评估这些规定的适用性至关重要。本研究为 FRP-RC 板的冲剪提供了一个全球性的最新数据库。该数据库包含 197 个经过测试的连接,包括内部连接和边缘连接、有剪力加固和无剪力加固,以及各种材料和截面特性。该数据库用于评估上述标准在预测冲剪能力方面的准确性。对于无剪力加固的连接,三种设计标准的性能相似,但保守程度不同。ACI 440.11-22 的结果最为保守,平均 Vexp/Vpred 比率为 2.04,而其他模型的平均 Vexp/Vpred 比率分别为 1.28 和 1.3。对于带剪力加固的连接,Evf> 100 GPa 的试样导致 ACI 和 CSA 标准的 Vexp/Vpred 比值小于 1.0。
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引用次数: 0
The Three-Dimensional Printing of Composites: A Review of the Finite Element/Finite Volume Modelling of the Process 复合材料的三维印刷:工艺的有限元/有限体积建模综述
Pub Date : 2024-04-12 DOI: 10.3390/jcs8040146
Theodor-Florian Zach, M. Dudescu
Composite materials represent the evolution of material science and technology, maximizing the properties for high-end industry applications. The fields concerned include aerospace and defense, automotive, or naval industries. Additive manufacturing (AM) technologies are increasingly growing in market shares due to the elimination of shape barriers, a plethora of available materials, and the reduced costs. The AM technologies of composite materials combine the two growing trends in manufacturing, combining the advantages of both, with a specific enhancement being the elimination of the need for mold manufacturing for composites, or even post-curing treatments. The challenge of AM composites is to compete with their conventional counterparts. The aim of the current paper is to present the additive manufacturing process across different spectrums of finite element analyses (FEA). The first outcomes are building definition (support definition) and the optimization of deposition trajectories. In addition, the multi-physics of melting/solidification using computational fluid dynamics (CFD) are performed to predict the fiber orientation and extrusion profiles. The process modelling continues with the displacement/temperature distribution, which influences porosity, warping, and residual stresses that influence characteristics of the component. This leads to the tuning of the technological parameters, thus improving the manufacturing process.
复合材料代表了材料科学和技术的发展,最大限度地提高了高端工业应用的性能。相关领域包括航空航天和国防、汽车或海军工业。快速成型制造(AM)技术由于消除了形状障碍、提供了大量可用材料并降低了成本,其市场份额正日益增长。复合材料的增材制造技术结合了制造业的两大发展趋势,兼具二者的优势,其具体优势在于无需为复合材料制造模具,甚至无需进行后固化处理。AM 复合材料面临的挑战是如何与传统复合材料竞争。本文旨在介绍不同范围的有限元分析(FEA)中的增材制造工艺。第一项成果是建筑定义(支撑定义)和沉积轨迹优化。此外,还利用计算流体动力学(CFD)对熔化/凝固进行了多物理场分析,以预测纤维取向和挤出轮廓。工艺建模还包括位移/温度分布,它会影响孔隙率、翘曲和残余应力,从而影响部件的特性。这有助于调整技术参数,从而改进制造工艺。
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引用次数: 0
A Numerical Assessment of the Influence of Local Stress Ratio in the Fatigue Analysis of Post-Buckled Composite Single-Stringer Specimen 局部应力比对扣压后复合单拉杆试样疲劳分析影响的数值评估
Pub Date : 2024-04-11 DOI: 10.3390/jcs8040143
A. Raimondo, C. Bisagni
This paper presents a numerical approach for investigating fatigue delamination propagation in composite stiffened panels loaded in compression in the post-buckling field. These components are widely utilized in aerospace structures due to their lightweight and high-strength properties. However, fatigue-induced damage, particularly delamination at the skin–stringer interface, poses a significant challenge. The proposed numerical approach, called the “Min–Max Load Approach”, allows for the calculation of the local stress ratio in a single finite element analysis. It represents the ratio between the minimum and maximum values of the stress along the delamination front, enabling accurate evaluation of the crack growth rate. The methodology is applied here in conjunction with the cohesive zone model technique to evaluate the post-buckling fatigue behavior of a composite single-stringer specimen with an initial delamination. Comparisons with experimental data validate the predictive capabilities of the proposed approach.
本文提出了一种数值方法,用于研究压缩加载的复合加劲板在屈曲后场中的疲劳分层扩展。由于轻质高强的特性,这些部件被广泛应用于航空航天结构中。然而,疲劳引起的损伤,尤其是表皮-弦杆界面的分层,是一个重大挑战。所提出的数值方法被称为 "最小-最大载荷法",可在一次有限元分析中计算局部应力比。它代表了分层前沿应力最小值和最大值之间的比率,从而能够准确评估裂纹的增长速度。本文将该方法与内聚区模型技术相结合,用于评估具有初始分层的复合材料单弦试样的屈曲后疲劳行为。与实验数据的比较验证了所提方法的预测能力。
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引用次数: 0
期刊
Journal of Composites Science
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