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On the Influence of Different Infill Pattern Structures on the Crashworthiness Performance of 3D Printed Tubes Subjected to Lateral Loading Condition 不同填充图案结构对横向负载条件下 3D 打印管材防撞性能的影响
IF 2.2 4区 工程技术 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2024-10-23 DOI: 10.1007/s12221-024-00756-5
Mahmoud M. Awd Allah, Mohamed A. Abbas, Ali Saeed Almuflih, Samy F. Mahmoud, Marwa A. Abd El-baky

The objective of this research is to investigate the effect of different infill pattern structures on the deformation behavior and crashworthiness performance of 3D-printed tubes under quasi-static lateral compression loading. Subsequently, polylactic-acid (PLA) was utilized in the 3D printing process to create the proposed tubes. Five distinct infill pattern structures were fabricated: circular, square, triangular, zig-zag, and cross patterns, each designed with a consistent infill density of 50%. Following that, quasi-static lateral compression loading was applied to the printed structure. The failure histories were tracked, and the crashing load and energy absorbed versus displacement responses were provided for the tested tubes. Several indications were measured to conduct the crashworthiness examination, i.e., the initial peak load (({F}_{text{ip}})), total absorbed energy (AE), and specific energy absorption (SEA). Furthermore, the complex proportional assessment (COPRAS) method, was employed to identify the optimal infill pattern for maximizing crashworthiness performance. The analysis showed that the zig-zag infill pattern with 2.13 kN, 62.52 J, and 2.90 J/g, respectively, for ({F}_{text{ip}}), AE, and SEA, showed the maximum performance in energy absorption among the investigated patterns, according to the COPRAS analysis.

本研究旨在探讨不同填充图案结构对准静态横向压缩载荷下三维打印管材的变形行为和防撞性能的影响。随后,在三维打印过程中使用聚乳酸(PLA)来创建拟议的管材。制作了五种不同的填充图案结构:圆形、方形、三角形、之字形和十字形图案,每种图案的填充密度均为 50%。随后,对印刷结构施加准静态横向压缩负载。对测试管的失效历史进行了跟踪,并提供了碰撞载荷和能量吸收与位移的响应。为进行耐撞性检查,测量了几个指标,即初始峰值载荷(({F}_{text{ip}}))、总吸收能量(AE)和比能量吸收(SEA)。此外,还采用了复杂比例评估(COPRAS)方法来确定最佳填充模式,以最大限度地提高防撞性能。分析结果表明,根据 COPRAS 分析,人字形填充模式的能量吸收({F}_{text{ip}}/g)、AE 和 SEA 分别为 2.13 kN、62.52 J 和 2.90 J/g,在所研究的模式中表现出最大的能量吸收性能。
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引用次数: 0
Development of Supercapacitor Electrodes with High Strength via Inkjet Printing of Reduced Graphene Oxide/Aramid Nanofibers Membranes 通过喷墨打印还原氧化石墨烯/芳纶纳米纤维膜开发高强度超级电容器电极
IF 2.2 4区 工程技术 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2024-10-23 DOI: 10.1007/s12221-024-00754-7
Xiaodong Tan, Qingyan Peng, Zbigniew Stempień, Jana Saskova, Mohanapriya Venkataraman, Jakub Wiener, Jiri Militky

Supercapacitors (SCs), as emerging electrochemical energy storage devices, have garnered widespread attention due to their rapid charge–discharge characteristics and high power density. With the growing demand for electronic devices and the diversification of applications in daily life scenarios, SCs with outstanding flexibility, mechanical and electrochemical performance are becoming increasingly important. In this study, an in situ reduction method was employed, utilizing inkjet printing technology to deposit reduced graphene oxide (rGO) onto the prepared aramid nanofibrous (ANFs)/PVDF/PVA composite film for the fabrication of solid-state SCs. The optimized ANFs/PVDF/PVA composite film exhibited a tensile strength and Young's modulus of 185 N and 760 MPa, respectively. Even in a bent state, the cyclic voltammetry (CV) curves remained essentially unchanged. At a current density of 0.1 A/g, the specific capacitance and energy density reached 120.9 F/g and 10.8 Wh/kg, respectively, while at a current density of 0.5 A/g, the power density reached 3201 W/kg. After 5000 charge–discharge cycles, the efficiency maintained above 90%. Such exceptional electrochemical and mechanical performance provides more options for the manufacturing of next-generation portable and wearable electronic devices.

超级电容器(SC)作为新兴的电化学储能设备,因其快速充放电特性和高功率密度而受到广泛关注。随着人们对电子设备需求的不断增长以及日常生活应用场景的多样化,具有出色灵活性、机械性能和电化学性能的超级电容器变得越来越重要。本研究采用原位还原法,利用喷墨打印技术将还原氧化石墨烯(rGO)沉积到制备的芳纶纳米纤维(ANFs)/PVDF/PVA 复合薄膜上,用于制造固态 SC。优化后的 ANFs/PVDF/PVA 复合薄膜的拉伸强度和杨氏模量分别为 185 N 和 760 MPa。即使在弯曲状态下,循环伏安 (CV) 曲线也基本保持不变。在电流密度为 0.1 A/g 时,比电容和能量密度分别达到 120.9 F/g 和 10.8 Wh/kg,而在电流密度为 0.5 A/g 时,功率密度达到 3201 W/kg。经过 5000 次充放电循环后,效率保持在 90% 以上。如此优异的电化学和机械性能为制造下一代便携式和可穿戴电子设备提供了更多选择。
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引用次数: 0
Surface Modification of Plain-Woven Ramie Fabrics Using Bridged Bis (3-Trimethoxysilylpropyl) Amine Silane for Improved Hydrophobicity 使用桥式双(3-三甲氧基硅丙基)胺硅烷对平织苎麻织物进行表面改性以提高疏水性
IF 2.2 4区 工程技术 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2024-10-23 DOI: 10.1007/s12221-024-00737-8
Bewuket Teshome Wagaye, Jiansheng Guo, Buguang Zhou, Can Gao, Luc The Nguyen

Conventional silane treatment can increase the hydrophobicity of natural cellulosic fibers. This report employs a combination of alkali and dipodal silane treatments. Bridged bis (3-trimethoxysilylpropyl) amine (BAS), a dipodal silane, was used instead of regular ones to enhance the hydrophobicity of ramie plain-woven fabrics. Before silane application, alkali treatment conditions’ impact on mechanical properties was optimized using response surface methodology (RSM). The desirability function approach and graphical optimization techniques were employed to find out the optimum condition. The RSM demonstrated that a concentration of 6.11% alkali, a duration of 30 min, and a temperature of 39.10 °C yielded the optimal conditions, resulting in a breaking force of 518.27 N and an elongation of 23.36%. After optimization of parameter, alkali treatment of the fabric was carried out. These alkali-treated fabrics were then bulk-treated with BAS. The Taguchi L9 orthogonal array experimental design was applied to identify a variable that has the highest impact on the hydrophobicity. Furthermore, BAS’s impact on water contact angle (WCA), surface morphology, and thermal properties was investigated. Alkali-treated ramie fabrics absorb water due to hemicellulose and lignin removal. However, BAS treatment resulted in a hydrophobic ramie fabric surface, as the combined alkali and BAS-treated fabrics exhibit a WCA greater than 94°, reaching 113.85°. According to thermo-gravimetric analysis, combined alkali and silane treatment improved the degradation temperature of fabrics to 403.25 °C. This improvement is attributed to the formation of six, rather than three, Si–O bonds on the ramie fabric surface.

传统的硅烷处理可增加天然纤维素纤维的疏水性。本报告采用了碱处理和二元硅烷处理相结合的方法。使用桥式双(3-三甲氧基硅丙基)胺(BAS)这种二极硅烷代替普通硅烷来增强苎麻平纹织物的疏水性。在使用硅烷之前,使用响应面方法(RSM)优化了碱处理条件对机械性能的影响。采用可取函数法和图形优化技术找出了最佳条件。RSM 表明,碱浓度为 6.11%、持续时间为 30 分钟、温度为 39.10 ℃的条件为最佳条件,可产生 518.27 牛顿的断裂力和 23.36% 的伸长率。优化参数后,对织物进行了碱处理。然后用 BAS 对这些碱处理过的织物进行批量处理。采用田口 L9 正交阵列实验设计找出了对疏水性影响最大的变量。此外,还研究了 BAS 对水接触角(WCA)、表面形态和热性能的影响。碱处理过的苎麻织物由于半纤维素和木质素的去除而吸水。然而,BAS 处理会导致苎麻织物表面疏水,因为碱和 BAS 处理后的织物的 WCA 大于 94°,达到 113.85°。根据热重分析,碱和硅烷联合处理将织物的降解温度提高到 403.25 °C。这种改善归因于苎麻织物表面形成了六个而非三个 Si-O 键。
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引用次数: 0
Preparation of an All-Natural Seaweed Functionalized Lyocell Fiber: A Scalable Approach from Nature to Fabrics 制备全天然海藻功能化 Lyocell 纤维:从自然到织物的可扩展方法
IF 2.2 4区 工程技术 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2024-10-23 DOI: 10.1007/s12221-024-00730-1
Jiayu Zhang, Ting Li, TianYin Liu, Chenxi Zhang, Xiaojun Li, Chunxiao Yu, Zhongkai Xu, Genli Wang, Chunzu Cheng, Jigang Xu

Based on the green and environmentally friendly production process of lyocell fiber, an innovative lyocell fiber was prepared by online-adding seaweed micron particles using a new dispersion procedure. Considering the fiber diameter range of 10–15 μm. To improve the incorporation rate of seaweed powders, the particle size distribution and compatibility of seaweed powders in NMMO were first studied. On comparing the powder size distribution of seaweed particle in different disperse liquid, it was found that seaweed powders are partially soluble in NMMO and weaken the inherent alkaline environment, while the remaining powders swell more significantly with increasing NMMO concentration. Following this protocol, an integrated dispersion process was successfully developed with high seaweed loading in low-concentration NMMO solution. The resultant functionalized seaweed modified lyocell fibers (abbreviated as “SL Fiber”) demonstrated effective loading of seaweed particles, comparable mechanical properties, improved heat resistance and antibacterial properties. Thus, the fibers meet the major requirements for hometextiles, packaging materials, filtration, and other fields. The antibacterial rates of fibers against Escherichia coli, Staphylococcus aureus, and Candida albicans all reached the requirements, inhibiting harmful bacteria growth and preventing mold and odor. To demonstrate the multi-functionality in textile applications, the novel SL fibers were scale produced on production line. The article demonstrated a facile and scalable approach from fiber preparation and yarn spinning to textile weaving applications. These novel materials are natural, recyclable and renewable, which is more in line with the development strategy of green manufacturing and the green cycle of the industrial chain.

基于绿色环保的莱赛尔纤维生产工艺,采用一种新的分散程序,通过在线添加海藻微米颗粒制备了一种创新的莱赛尔纤维。考虑到纤维直径范围为 10-15 μm。为了提高海藻粉的掺入率,首先研究了海藻粉在 NMMO 中的粒度分布和相容性。通过比较不同分散液中海藻粉颗粒的粒度分布,发现海藻粉部分溶于 NMMO,削弱了其固有的碱性环境,而其余粉末则随着 NMMO 浓度的增加而膨胀得更明显。根据这一方案,成功开发出一种在低浓度 NMMO 溶液中具有高海藻负载量的集成分散工艺。由此制得的功能化海藻改性莱赛尔纤维(简称 "SL 纤维")具有有效的海藻颗粒负载、相当的机械性能、更好的耐热性和抗菌性能。因此,这种纤维能满足家用纺织品、包装材料、过滤等领域的主要要求。纤维对大肠杆菌、金黄色葡萄球菌和白色念珠菌的抗菌率均达到要求,可抑制有害细菌生长,防止发霉和产生异味。为了证明新型 SL 纤维在纺织品应用中的多功能性,在生产线上对其进行了规模化生产。文章展示了一种从纤维制备、纺纱到纺织应用的简便、可扩展的方法。这些新型材料天然、可回收、可再生,更符合绿色制造和产业链绿色循环的发展战略。
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引用次数: 0
Enhancement of Impact, Shear and Wear Performance of Glass Fiber/Epoxy Composites by Inclusion of Polycarbonate Sheets 通过加入聚碳酸酯板增强玻璃纤维/环氧树脂复合材料的冲击、剪切和磨损性能
IF 2.2 4区 工程技术 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2024-10-23 DOI: 10.1007/s12221-024-00757-4
Amr Seif, Samy F. Mahmoud, M. Megahed

The key objective of this study is to fabricate an unconventional composite structure with outstanding impact performance, low weight, low cost, and better wear resistance. Utilizing a hand lay-up procedure, epoxy composites reinforced with glass fibers (G) and polycarbonate (PC) sheets were fabricated. Neat glass (NG) and three distinct hybrid PC composites were produced by altering the position of the PC sheets. The flat and edgewise impact, in-plane shear strength, and wear behavior of hybrid composites were studied to assess their performance and compatibility for various industrial applications. Morphological investigations of the fractured surfaces were conducted with a digital microscope. The results showed that hybrid PC specimens enhanced flat and edge-wise impact performance by an average of 100.9%. Impact strength values are significantly affected by the arrangement pattern. The presence of PC in the outer and core composite laminates improved shear strength by 15.09% and 14.85%, respectively. The hybrid composites produced smooth and free-of-damage worn surfaces, resulting in a significant reduction in the specific wear rate of 40.4%.

本研究的主要目的是制造一种冲击性能优异、重量轻、成本低、耐磨性更好的非传统复合材料结构。利用手糊工艺,制造出了用玻璃纤维(G)和聚碳酸酯(PC)片增强的环氧树脂复合材料。通过改变聚碳酸酯板的位置,制成了无玻璃(NG)和三种不同的混合聚碳酸酯复合材料。研究了混合复合材料的平面和边缘冲击、平面内剪切强度和磨损行为,以评估它们在各种工业应用中的性能和兼容性。使用数码显微镜对断裂表面进行了形态学研究。结果表明,混合 PC 试样的平面和边缘冲击性能平均提高了 100.9%。冲击强度值受排列模式的影响很大。外层和核心复合材料层压板中的 PC 分别提高了 15.09% 和 14.85% 的剪切强度。混合复合材料产生了光滑、无损伤的磨损表面,使比磨损率大幅降低了 40.4%。
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引用次数: 0
Improvement of Moisture Transmission Properties of Acrylic–Cotton Blended Fabric Using Calcium Chloride-Based Desiccants: A Novel Approach 使用氯化钙基干燥剂改善腈纶-棉混纺织物的透湿性能:一种新方法
IF 2.2 4区 工程技术 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2024-10-22 DOI: 10.1007/s12221-024-00739-6
Rijon Saha, Md. Abdul Hannan, Umera Islam, Anamul Hoque Bhuiyan

This research reports the results of a work intended to increase the attributes regarding moisture management of acrylic–cotton-blended single jersey fabrics. In a single-step exhaust method, the blended fabric is treated with 60% calcium chloride-based desiccant at 60 °C for 1 h. The multidirectional liquid transport behavior of treated fabric through properties such as time for wetting, rate of absorbing moisture, maximum radius of wetted area, speed of spreading the test liquid, moisture transport index, and total moisture management capacity is analyzed. The experimental results exhibit improvement in the moisture management property of the treated fabrics from 0 to 0.75. The wettability of the fabric is also enhanced as the water contact angle has reduced from 108.37° to 66.45° after the treatment. Treated samples transport the test liquid across the fabric much more quickly than untreated samples due to fabric–desiccant interaction through a strong hydrogen bond. This is characterized by an FTIR peak at 2341 cm−1 which gets reduced after treatment. The impact of desiccant treatment on physical properties such as color strength, fabric thickness and weight was also analyzed. The desiccant treatment shows durability up to five wash cycles equivalent to 25 home laundering cycles, dictating a great prospect of applying this method in the moisture management of cotton–acrylic-blended textiles. Moreover, the presence of randomly deposited desiccant particles on the blended fabric surface confirmed by SEM is achieved in a single step, emphasizing the versatility of this method.

Graphical Abstract

这项研究报告了一项旨在提高腈纶-棉混纺单面针织物湿度管理属性的工作成果。通过润湿时间、吸湿速度、润湿面积最大半径、测试液体扩散速度、湿度传输指数和总湿度管理能力等特性,分析了经处理织物的多向液体传输行为。实验结果表明,经过处理的织物的湿度管理性能从 0 提高到了 0.75。织物的润湿性也得到了提高,水接触角从处理后的 108.37°降至 66.45°。由于织物与干燥剂通过强氢键相互作用,经过处理的样品比未经处理的样品能更快地将测试液体输送到织物上。这表现在 2341 cm-1 处的傅立叶变换红外峰值在处理后有所降低。此外,还分析了干燥剂处理对物理特性的影响,如着色强度、织物厚度和重量。经干燥剂处理后的织物耐用性可达 5 个洗涤周期,相当于 25 个家庭洗涤周期,这表明将这种方法应用于棉腈混纺织物的湿度管理具有广阔的前景。此外,经扫描电子显微镜(SEM)确认,在混纺织物表面随机沉积的干燥剂颗粒只需一个步骤即可实现,强调了这种方法的多功能性。
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引用次数: 0
Activated Carbon/Polyaniline Composite for Azo Dye Adsorption: Kinetics, Equilibrium, Thermodynamics, and Statistical Physics Interpretations 用于偶氮染料吸附的活性炭/聚苯胺复合材料:动力学、平衡、热力学和统计物理学解释
IF 2.2 4区 工程技术 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2024-10-21 DOI: 10.1007/s12221-024-00750-x
Hind Hajjaoui, Amal Soufi, Mohamed Abdennouri, Aicha Machrouhi, Abdelhakim Elmouwahidi, Maymounah N. Alharthi, Noureddine Barka

Activated carbon (Ac) prepared from Thapsia transtagana was combined with a different ratio of aniline to synthesize Ac/PAni composites. Various characterization techniques, such as XRD, FESEM-EDX, TEM, and ATR-FTIR, were conducted to confirm the structure, surface morphology, and chemical characteristics of the composites. The materials were tested for eriochrome black T (EBT) adsorption. Batch results exposed that the Ac/PAni6 with the highest ratio of aniline displays the highest EBT removal efficiency. The kinetics of EBT adsorption over the Ac/PAni6 composite followed the Elovich model, and the equilibrium data suited the Redlich–Peterson and Toth isotherm models. The adsorption was spontaneous, feasible, and endothermic. The statistical physics equations have also been investigated. Four models have been proposed as one layer and two layers with one and two energies. The adsorption of EBT on the Ac/PAni6 composite correlated to the one layer two energies model. The statistical physical parameters, including the number of adsorbed molecules per site (({n}_{1}), ({n}_{2})), the receptor sites density (({N}_{1M}), ({N}_{2M})), the adsorption capacity at saturation (({Q}_{1}), ({Q}_{2})), and the energy of adsorption (({E}_{1}), ({E}_{2})) have all been considered. The total capacity at saturation is enhanced with temperature, which approves the endothermic nature of the process. The interpretation of the calculated energies ({E}_{1}) and ({E}_{2}) (< 40 kJ/mol) suggested that the EBT interaction with the Ac/PAni6 surface was mainly a physisorption process.

将从Thapsia transtagana制备的活性炭(Ac)与不同比例的苯胺结合,合成了Ac/PAni复合材料。通过 XRD、FESEM-EDX、TEM 和 ATR-FTIR 等各种表征技术确认了复合材料的结构、表面形态和化学特性。对材料进行了铬黑 T(EBT)吸附测试。批次结果表明,苯胺比例最高的 Ac/PAni6 对 EBT 的去除率最高。EBT 在 Ac/PAni6 复合材料上的吸附动力学遵循 Elovich 模型,平衡数据符合 Redlich-Peterson 和 Toth 等温线模型。吸附是自发的、可行的和内热的。还对统计物理方程进行了研究。提出了单层和双层、一种能量和两种能量的四种模型。EBT 在 Ac/PAni6 复合材料上的吸附与单层双能模型相关。统计物理参数包括每个位点吸附的分子数(({n}_{1}), ({n}_{2}))、受体位点密度(({N}_{1M})、饱和时的吸附容量(({Q}_{1}), ({Q}_{2}))和吸附能量(({E}_{1}), ({E}_{2}))都被考虑在内。饱和时的总容量随温度升高而增大,这证明了吸附过程的内热性质。对计算得出的能量 ({E}_{1}) 和 ({E}_{2}) (< 40 kJ/mol) 的解释表明,EBT 与 Ac/PAni6 表面的相互作用主要是一个物理吸附过程。
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引用次数: 0
Utilization of Waste Cotton Fibers by Extracting Nanocellulose Crystals: A Study on Phosphoric Acid Method Compared with Sulfuric Acid Method and TEMPO Oxidation Method 通过提取纳米纤维素晶体利用废棉纤维:磷酸法与硫酸法和 TEMPO 氧化法的比较研究
IF 2.2 4区 工程技术 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2024-10-20 DOI: 10.1007/s12221-024-00733-y
Mohan Hou, Lifang Wang, Qiuyu Xu, Xuepeng Zhang, Xue Yang, Lei Zhang, Yun Bai, Yanyun Li, Lifang Liu

Waste cotton fibers are an ideal raw material for extracting nanocellulose crystals (CNCs), benefitting from  their high cellulose content. In this study, the waste cotton fibers from the calendering finishing process were used to extract CNCs by sulfuric acid, TEMPO oxidation, and phosphoric acid methods, aiming to create a new way to reutilize the waste cotton fiber and also to verify the practicability that the phosphoric acid method can replace sulfuric acid and TEMPO oxidation methods. The CNCs obtained from the three methods are all in cellulose I state with an average length of 200-500nm and diameter of 15-20nm, indicating that the waste cotton fiber can extract CNCs. However, the CNCs from the phosphoric acid method showed the highest thermostability but the lowest crystallinity, while the ones from the sulfuric acid and TEMPO oxidation methods had higher crystallinity but lower thermal stability. Overall, the three methods are all acceptable for preparing CNCs, but the phosphoric acid method has more significant potential due to its low cost, environmental friendliness, and safety.

Graphical abstract

废棉纤维纤维素含量高,是提取纳米纤维素晶体(CNC)的理想原料。本研究采用硫酸法、TEMPO 氧化法和磷酸法提取压延整理过程中产生的废棉纤维中的纳米纤维素晶体,旨在开创废棉纤维再利用的新途径,同时验证磷酸法替代硫酸法和 TEMPO 氧化法的实用性。三种方法得到的 CNC 均为纤维素 I 状态,平均长度为 200-500nm,直径为 15-20nm,表明废棉纤维可以提取 CNC。不过,磷酸法提取的 CNC 热稳定性最高,但结晶度最低;硫酸法和 TEMPO 氧化法提取的 CNC 结晶度较高,但热稳定性较低。总的来说,这三种方法都可用于制备 CNC,但磷酸法因其成本低、环保和安全而具有更大的潜力。
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引用次数: 0
Mechanical Performance of Intralayer Hybrid 3D Woven Honeycomb Core for Lightweight Structural Composites 用于轻质结构复合材料的层内混合三维编织蜂窝芯材的力学性能
IF 2.2 4区 工程技术 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2024-10-18 DOI: 10.1007/s12221-024-00743-w
Omender Singh, B. K. Behera

In weight-sensitive applications, the widespread use of honeycomb composites underscores the significance of enhancing their specific strength and energy absorption capacity. In this pursuit, various hybrid honeycomb structures have been developed, with a particular focus on their cell wall buckling behaviour. This study involved testing six different specimen types, incorporating intralayer hybridization with materials namely, Kevlar, Glass, Dyneema, Sisal, Hemp, and Jute. The incorporation of the intralayer hybrid technique examined various aspects of honeycomb structures, leading to improvements in mechanical performance. In addition, the effects of specific energy absorption and crush force efficiency on the compressive and flexural strength were investigated. Among all the samples, the honeycomb core with a height of 15 mm demonstrated the highest compressive strength and specific energy absorption values. This enhancement is attributed to the synergistic effects of intralayer hybridization, emphasizing the potential for utilizing natural alternatives such as sisal, hemp, and jute, which may offer pronounced advantages in impact stress propagation within hybrid composites.

Graphical Abstract

在对重量敏感的应用中,蜂窝复合材料的广泛使用凸显了提高其比强度和能量吸收能力的重要性。为了实现这一目标,人们开发了各种混合蜂窝结构,并特别关注其细胞壁的屈曲行为。这项研究涉及对六种不同类型的试样进行测试,包括与凯夫拉尔、玻璃、迪尼玛、剑麻、大麻和黄麻等材料的层内混合。采用层内混合技术对蜂窝结构的各个方面进行了检验,从而提高了机械性能。此外,还研究了比能量吸收和挤压力效率对抗压和抗弯强度的影响。在所有样品中,高度为 15 毫米的蜂窝芯具有最高的抗压强度和比能量吸收值。这种增强归因于层内杂化的协同效应,强调了利用剑麻、大麻和黄麻等天然替代品的潜力,它们可能会在混合复合材料的冲击应力传播方面提供明显的优势。
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引用次数: 0
Modeling the Static Puncture (CBR) Properties of Non-woven Geotextiles Based on Neural Network and Multi-optimization 基于神经网络和多重优化的无纺土工织物静态穿刺(CBR)性能建模
IF 2.2 4区 工程技术 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2024-10-18 DOI: 10.1007/s12221-024-00746-7
Morteza Vadood, Mohammad Saleh Ahmadi, Hasan Mashroteh, Mohammad Javad Abghary, Zahra Hajhosaini

The optimization of geotextile mechanical properties is crucial for enhancing their performance in civil engineering applications such as soil reinforcement and stabilization. This study focuses on the influence of manufacturing parameters on the static puncture (CBR) properties of polyester geotextiles. Polyester geotextile samples were manufactured using various parameters, including needle-punching density, penetration depth, calendering temperature, and speed. The mechanical properties of the samples, specifically strength and elongation, were evaluated using the CBR test according to EN ISO 12236. The data were analyzed using multivariate analysis of variance, followed by statistical analysis to determine the influence of the manufacturing parameters on the mechanical properties. Furthermore, the relationship between these parameters and the mechanical properties was modeled using artificial neural networks (ANN) and regression analysis. The results indicated that all manufacturing parameters significantly impacted the strength and elongation of the geotextiles. The ANN models, employing two hidden layers, predicted the strength and elongation with errors of 1.43% and 1.26%, respectively.

土工织物机械性能的优化对于提高其在土木工程应用(如土壤加固和稳定)中的性能至关重要。本研究的重点是生产参数对聚酯土工织物静态穿刺(CBR)性能的影响。聚酯土工织物样品的制造采用了不同的参数,包括针刺密度、穿透深度、压延温度和速度。根据 EN ISO 12236 标准,使用 CBR 试验评估了样品的机械性能,特别是强度和伸长率。使用多元方差分析对数据进行分析,然后进行统计分析,以确定生产参数对机械性能的影响。此外,还利用人工神经网络(ANN)和回归分析对这些参数与机械性能之间的关系进行了建模。结果表明,所有生产参数都会对土工织物的强度和伸长率产生重大影响。采用两个隐藏层的人工神经网络模型对强度和伸长率的预测误差分别为 1.43% 和 1.26%。
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Fibers and Polymers
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