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Butterfly wing-inspired architecture makes a tunable electromagnetic shielding properties with high mechanical performance via 3D-printing 以蝴蝶翅膀为灵感的建筑通过3d打印实现了具有高机械性能的可调谐电磁屏蔽性能
IF 14.2 1区 材料科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-04-01 Epub Date: 2026-01-23 DOI: 10.1016/j.compositesb.2026.113433
Xiaowei Nong , Xinyu Zhao , Chongyang Wang , Yajun Shi , Jian Zhao , Yan Wang , Ling Xu , Dingxiang Yan , Shengfa Wang
Conductive polymer composites featuring a segregated structure exhibit exceptional electromagnetic interference shielding effectiveness (EMI SE) even at low conductive filler loadings. However, their practical adoption is hindered by complex manufacturing processes and inadequate mechanical properties resulting from poor interfacial adhesion. Inspired by the intricate microstructure of butterfly wings, we designed and fabricated a series of carbon nanotube/polylactic acid composites (CNT/PLA-G) with a segregated structure based on triply periodic minimal surfaces (TPMS), using a precision 3D-printed PLA skeleton for tailored morphology. The optimized CNT/PLA-G composites demonstrate significantly enhanced mechanical performance, with bending and tensile strengths reaching 87.5 MPa and 44.9 MPa, respectively, substantially surpassing those of lattice-structured composites. Moreover, a strong linear relationship was identified between EMI SE and internal surface area across the series of 3D-printed architectures. The G7 composite achieved an EMI SE of 45.6 dB at a low CNT content of just 2 wt%. Furthermore, with an increase in CNT loading to 5 wt%, the EMI SE reached approximately 65.0 dB. This study offers an efficient and straightforward strategy for fabricating 3D-printed composites with tunable EMI shielding performance and excellent mechanical properties, suitable for advanced EMI shielding applications.
具有分离结构的导电聚合物复合材料即使在低导电填料负载下也表现出卓越的电磁干扰屏蔽效果(EMI SE)。然而,由于复杂的制造工艺和界面粘附不良导致的机械性能不足,阻碍了它们的实际应用。受蝴蝶翅膀复杂的微观结构的启发,我们设计并制造了一系列基于三周期最小表面(TPMS)的分离结构的碳纳米管/聚乳酸复合材料(CNT/PLA- g),使用精密3d打印PLA骨架来定制形态。优化后的CNT/PLA-G复合材料力学性能显著提高,抗弯强度和抗拉强度分别达到87.5 MPa和44.9 MPa,大大超过了晶格结构复合材料。此外,在一系列3d打印架构中,EMI SE与内表面积之间存在很强的线性关系。G7复合材料在碳纳米管含量仅为2 wt%的情况下实现了45.6 dB的EMI SE。此外,随着碳纳米管负载增加到5 wt%, EMI SE达到约65.0 dB。该研究为制造具有可调电磁干扰屏蔽性能和优异机械性能的3d打印复合材料提供了一种有效而直接的策略,适用于高级电磁干扰屏蔽应用。
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引用次数: 0
Bridging the gap: A Janus structure textile with synergistic radiative cooling and heat conduction for high-efficiency thermal management 弥合差距:具有协同辐射冷却和热传导的Janus结构纺织品,用于高效的热管理
IF 14.2 1区 材料科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-04-01 Epub Date: 2026-01-30 DOI: 10.1016/j.compositesb.2026.113441
Xiaoyuan Zhang , Yuchen Gu , Tiantian Xiang , Fengmei Su , Yuezhan Feng , Youxin Ji , Jianzhu Ju , Chuntai Liu
Radiative cooling textiles offer a promising approach for personal thermal management, yet conventional single-layer designs often fall short in achieving effective temperature regulation. To overcome this limitation, a Janus-structured PVDF-HDPE/BN textile was prepared via functional group matching and hierarchical structural regulation. The optimized textile, fabricated with 12 wt% PVDF, exhibits outstanding spectral selectivity, with a solar reflectivity of 93.24% and an atmospheric window emissivity of 98.45%, enabling highly efficient sunlight reflection and radiative heat dissipation into outer space. Furthermore, the incorporation of high thermal conductivity h-BN into the bottom layer enhances the in-plane thermal conductivity, facilitating quickly transfer of body heat to the top PVDF radiation cooling layer and thereby enhancing the efficiency of the cooling efficiency. For the personal thermal management applications, the 12PVDF-HDPE/BN textile achieves a daytime temperature reduction of up to 7.59 °C. When applied to the building exteriors, it attains a cooling effect of 9.7 °C under outdoor conditions, with performance further strengthening under increased solar irradiance. In addition, the composite textile demonstrates excellent moisture-wicking and breathability, promoting convective heat convection and enabling more efficient body cooling efficiently. This work provides a scalable and multifunctional material strategy for next-generation radiative cooling textiles suited for both personal and architectural applications.
辐射冷却纺织品为个人热管理提供了一种很有前途的方法,但传统的单层设计往往无法实现有效的温度调节。为了克服这一限制,通过官能团匹配和分层结构调节制备了双面结构的PVDF-HDPE/BN纺织品。优化后的纺织品,由12 wt%的PVDF制成,具有出色的光谱选择性,太阳反射率为93.24%,大气窗口发射率为98.45%,能够高效地反射太阳光并将辐射热量散逸到外层空间。此外,在底层掺入高导热系数的h-BN增强了面内导热系数,有利于将人体热量快速传递到顶部PVDF辐射冷却层,从而提高了冷却效率。对于个人热管理应用,12PVDF-HDPE/BN纺织品实现了高达7.59°C的白天温度降低。当应用于建筑外部时,在室外条件下达到9.7°C的冷却效果,在太阳辐照度增加的情况下性能进一步增强。此外,复合纺织品具有出色的排湿和透气性,促进对流热对流,使身体更有效地冷却。这项工作为适合个人和建筑应用的下一代辐射冷却纺织品提供了一种可扩展和多功能的材料策略。
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引用次数: 0
Unlocking electronic synergy via site-selective confinement in bimetallic nanoalloys: Combined experimental and DFT strategy for high-performance bifunctional electrocatalysts and rechargeable Zn-air and Mg-air batteries 通过双金属纳米合金的位置选择限制解锁电子协同作用:高性能双功能电催化剂和可充电锌空气和镁空气电池的实验和DFT结合策略
IF 14.2 1区 材料科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-04-01 Epub Date: 2026-01-28 DOI: 10.1016/j.compositesb.2026.113467
Jiangdu Huang , Tingting Ma , Kaijiong Guo , Zhen Meng , Jinxin Li , Dayong Fan , Huidan Lu , Yongping Liu , Sundaram Chandrasekaran
Rechargeable metal-air batteries require cost-effective, robust, and bifunctional oxygen electrocatalysts. Herein, we fabricated FeNi@NCNT/NC, a novel catalyst featuring bimetallic iron and nickel (Fe–Ni) nanoalloys encapsulated within a hierarchical N-doped carbon architecture of nanotubes grafted onto a carbon matrix (NC). This unique feature facilitates a synergistic cascade mechanism by creating two distinct classes of active sites. In the fully encapsulated configuration, graphitic-N sites on the nanotubes served as stable bifunctional centers. Concurrently, the Fe–Ni interaction prompted electron transfer to graphitic-N, down-shifting the Fe d-band center. By lowering the O2 activation barrier for the oxygen reduction reaction (ORR) and weakening oxygen intermediate adsorption for the oxygen evolution reaction (OER), this electronic modulation enhanced both reactions. In the partially exposed configuration, surface-exposed Ni atoms extracted electrons from Fe and the carbon network, down-shifting the Fe d-band center to optimize reaction intermediates adsorption and enhance bifunctional electrocatalytic performance. Consequently, the FeNi@NCNT/NC catalyst exhibited superior bifunctional activity (ΔE ∼0.707 V), demonstrating a positive half-wave potential of (E1/2) ∼0.848 V for ORR and a small overpotential of (η10) ∼326 mV for OER, significantly outperforming the benchmark Pt/C+RuO2. As an air cathode in rechargeable zinc-air (ZABs) and magnesium-air batteries (MABs), the FeNi@NCNT/NC catalyst achieved high power densities of ∼257.2 and ∼194.8 mW cm−2, respectively, and demonstrated remarkable long-term cycling stability. This study establishes a generalizable design principle for synthesizing high-performance, dual-configuration cascade electrocatalysts, advancing the development of viable metal-air batteries.
可充电金属-空气电池需要具有成本效益、坚固耐用和双功能的氧电催化剂。本文中,我们制作了FeNi@NCNT/NC,这是一种新型催化剂,其特点是将双金属铁和镍(Fe-Ni)纳米合金封装在接枝到碳基体(NC)上的纳米管的分层掺n碳结构中。这种独特的功能通过创建两种不同类型的活性位点促进了协同级联机制。在完全封装的结构中,纳米管上的石墨- n位点作为稳定的双功能中心。同时,Fe - ni相互作用促使电子向石墨- n转移,使Fe d带中心下移。通过降低氧还原反应(ORR)的氧激活势垒和减弱析氧反应(OER)中氧中间体的吸附,该电子调制增强了这两个反应。在部分暴露构型中,表面暴露的Ni原子从Fe和碳网络中提取电子,使Fe d带中心下移,以优化反应中间体的吸附,增强双功能电催化性能。因此,FeNi@NCNT/NC催化剂表现出优异的双功能活性(ΔE ~ 0.707 V), ORR的正半波电位为(E1/2) ~ 0.848 V, OER的过电位为(η10) ~ 326 mV,显著优于基准Pt/C+RuO2。作为可充电锌-空气电池(ZABs)和镁-空气电池(mab)的空气阴极,FeNi@NCNT/NC催化剂分别实现了~ 257.2和~ 194.8 mW cm - 2的高功率密度,并表现出显著的长期循环稳定性。本研究为合成高性能、双构型级联电催化剂建立了可推广的设计原则,促进了可行金属-空气电池的发展。
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引用次数: 0
Advances in polyurethane (PU)-based microfiber synthetic leather: From manufacturing to applications 聚氨酯(PU)基超纤维合成革的进展:从制造到应用
IF 14.2 1区 材料科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-04-01 Epub Date: 2026-01-25 DOI: 10.1016/j.compositesb.2026.113447
Jinbiao Zhao , Jiayu Lu , Yihao Yu , Zhien Zheng , Yutao Zhou , Zhangqi Han , Dongming Qi , Yan Zhang , Wei Wang
PU-based microfiber synthetic leather, as a new generation of high-performance leather material, not only preserves the biomimetic structural advantages of natural leather but also achieves significant enhancement in mechanical properties and elastic recovery through the synergistic combination of a three-dimensional network of ultrafine fibers and a tunable PU matrix. However, the reliance on traditional manufacturing processes involving solvent-based polyurethane (SPU) systems and chemical fiber-splitting techniques has led to severe environmental pollution, considerably hindering the sustainable development of the industry. This review systematically elaborates on the latest breakthroughs in green manufacturing technologies, including waterborne polyurethane (WPU), solvent-free polyurethane (SFPU) systems, enzymatic treatments, and physical fiber-splitting methods. It further analyzes research progress in functional modification strategies that impart multifunctional characteristics such as flame retardancy, self-healing, electromagnetic interference (EMI) shielding, antibacterial activity, and self-cleaning properties. These innovations not only expand the application prospects of PU-based microfiber synthetic leather in high-value fields such as functional apparel, smart home furnishings, automotive interiors, and electronic protection but also provide critical theoretical and technical support for promoting the green transformation of the traditional leather industry and advancing the development of next-generation bio-based functional materials.
PU基超纤维合成革作为新一代高性能皮革材料,既保留了天然皮革的仿生结构优势,又通过超细纤维三维网络与可调PU基体的协同结合,实现了机械性能和弹性恢复的显著增强。然而,对溶剂型聚氨酯(SPU)系统和化学纤维分裂技术的传统制造工艺的依赖导致了严重的环境污染,极大地阻碍了该行业的可持续发展。本文系统地阐述了绿色制造技术的最新突破,包括水性聚氨酯(WPU)、无溶剂聚氨酯(SFPU)体系、酶处理和物理纤维分裂方法。进一步分析了具有阻燃、自修复、电磁干扰(EMI)屏蔽、抗菌活性和自清洁等多功能特性的功能修饰策略的研究进展。这些创新不仅拓展了pu基超纤维合成革在功能服装、智能家居、汽车内饰、电子防护等高价值领域的应用前景,也为推动传统皮革产业绿色转型、推进下一代生物基功能材料的发展提供了重要的理论和技术支持。
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引用次数: 0
Multiscale heat-transfer modeling and structural optimization of fiber-reinforced phenolic composites 纤维增强酚醛复合材料多尺度传热建模及结构优化
IF 14.2 1区 材料科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-04-01 Epub Date: 2026-01-28 DOI: 10.1016/j.compositesb.2026.113458
Yi Shao , Qianghui Xu , Junyu Yang , Maoyuan Li , Sudong Ji , Fuchao Hao , Jun Shen
Due to the importance of fiber-reinforced phenolic composites in thermal protection systems for near-space applications, this study develops a multiscale numerical framework to model the heat transfer mechanisms in these materials. The framework integrates micro-CT and FIB-SEM characterization with DLCA-based stochastic modeling and lattice Boltzmann simulations. It captures anisotropic conduction along fibers, phonon scattering within the solid phase, and Knudsen diffusion in nanoporous gases. The framework links structural parameters, such as particle size and porosity, to effective thermal conductivity. Parametric analysis reveals the dominant role of interparticle bonding in solid-phase conduction and shows how particle size and porosity modulate heat transfer. The model predicts a thermal conductivity of 0.013 W/(m·K) under ambient pressure conditions (50–150 °C), achieving significant reductions of 86 % and 63 % relative to boron- and silicon-modified phenolic matrices, respectively. This work establishes a reproducible structure–property relationship and provides a pathway for optimizing nanoscale structures to improve the thermal insulation performance of phenolic-based composites.
由于纤维增强酚醛复合材料在近空间应用的热防护系统中的重要性,本研究开发了一个多尺度数值框架来模拟这些材料中的传热机制。该框架将micro-CT和FIB-SEM表征与基于dlca的随机建模和晶格玻尔兹曼模拟相结合。它捕获沿纤维的各向异性传导,固相中的声子散射,以及纳米多孔气体中的克努森扩散。该框架将结构参数(如粒度和孔隙率)与有效导热性联系起来。参数分析揭示了颗粒间结合在固相传导中的主导作用,并揭示了颗粒尺寸和孔隙率对传热的调节作用。该模型预测,在环境压力条件下(50-150°C),导热系数为0.013 W/(m·K),相对于硼改性和硅改性酚醛基体,导热系数分别显著降低86%和63%。这项工作建立了可重复的结构-性能关系,并为优化纳米级结构以提高酚醛基复合材料的隔热性能提供了途径。
{"title":"Multiscale heat-transfer modeling and structural optimization of fiber-reinforced phenolic composites","authors":"Yi Shao ,&nbsp;Qianghui Xu ,&nbsp;Junyu Yang ,&nbsp;Maoyuan Li ,&nbsp;Sudong Ji ,&nbsp;Fuchao Hao ,&nbsp;Jun Shen","doi":"10.1016/j.compositesb.2026.113458","DOIUrl":"10.1016/j.compositesb.2026.113458","url":null,"abstract":"<div><div>Due to the importance of fiber-reinforced phenolic composites in thermal protection systems for near-space applications, this study develops a multiscale numerical framework to model the heat transfer mechanisms in these materials. The framework integrates micro-CT and FIB-SEM characterization with DLCA-based stochastic modeling and lattice Boltzmann simulations. It captures anisotropic conduction along fibers, phonon scattering within the solid phase, and Knudsen diffusion in nanoporous gases. The framework links structural parameters, such as particle size and porosity, to effective thermal conductivity. Parametric analysis reveals the dominant role of interparticle bonding in solid-phase conduction and shows how particle size and porosity modulate heat transfer. The model predicts a thermal conductivity of 0.013 W/(m·K) under ambient pressure conditions (50–150 °C), achieving significant reductions of 86 % and 63 % relative to boron- and silicon-modified phenolic matrices, respectively. This work establishes a reproducible structure–property relationship and provides a pathway for optimizing nanoscale structures to improve the thermal insulation performance of phenolic-based composites.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"314 ","pages":"Article 113458"},"PeriodicalIF":14.2,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146076369","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fire-retardant phase-change material composites: A review of organic and inorganic systems for thermal safety 阻燃相变材料复合材料:用于热安全的有机和无机体系综述
IF 14.2 1区 材料科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-04-01 Epub Date: 2026-01-29 DOI: 10.1016/j.compositesb.2026.113448
Hyungil Jang , Youngho Han , Junyeong Jeong, Byungwook Youn, Doojin Lee
Phase change materials (PCMs) are widely employed in thermal energy storage systems due to their ability to store and release large amounts of latent heat during phase transitions. However, their intrinsic flammability poses significant safety challenges, particularly in high-temperature applications such as urban air mobility (UAM), aerospace, and battery systems. This review critically evaluates the fire-retardant mechanisms of both organic and inorganic PCMs, including paraffin, fatty acids, esters, hydrated salts, metal alloys, and ceramic oxides. Emphasis is placed on key flame-retardant strategies such as char-forming additives, microencapsulation, endothermic decomposition, gas-phase inhibition, and synergistic hybrid systems. A comparative analysis of thermal stability, flammability, and mechanical performance is presented for each PCM category. By identifying material-specific strengths and limitations, this review guides the development of advanced flame-retardant PCM composites tailored for use in safety-critical environments such as aerospace structures, building insulation, battery thermal management, and high-risk industrial systems.
相变材料由于在相变过程中能够储存和释放大量的潜热而被广泛应用于热能储存系统中。然而,它们固有的可燃性带来了重大的安全挑战,特别是在城市空中交通(UAM)、航空航天和电池系统等高温应用中。本文综述了有机和无机pcm的阻燃机理,包括石蜡、脂肪酸、酯类、水合盐、金属合金和陶瓷氧化物。重点放在关键的阻燃策略上,如成炭添加剂、微胶囊化、吸热分解、气相抑制和协同混合系统。比较分析的热稳定性,可燃性和机械性能提出了每个PCM类别。通过确定材料的特定优势和局限性,本综述指导了先进阻燃PCM复合材料的开发,这些阻燃PCM复合材料适用于航空航天结构、建筑绝缘、电池热管理和高风险工业系统等安全关键环境。
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引用次数: 0
Engineering design of hybrid carbon nanotube networks for multifunctional waste rubber composites 多功能废橡胶复合材料杂化碳纳米管网络工程设计
IF 14.2 1区 材料科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-04-01 Epub Date: 2026-01-28 DOI: 10.1016/j.compositesb.2026.113464
Paulina Wiśniewska , Natalia A. Wójcik , Józef Haponiuk
This study presents an engineering design strategy for developing multifunctional composites from ground tire rubber (GTR) and ethylene-vinyl acetate (EVA). Carbon nanotubes (CNTs) were hybridized with conventional carbon fillers, such as carbon black (CB), graphite (G), and graphene nanoplatelets (GNPs) to tailor the balance between electrical conductivity, flexibility, and fire safety at minimal filler loadings. The incorporation of CNTs enabled the formation of continuous nanoscale conductive pathways, achieving percolation at only 3 phr, giving rise to a conductivity of 7.4 × 10−4 S cm−1. In addition, the assigned composites also revealed self-extinguishing behavior in vertical burning test and a very high elongation at break (∼600 %), much higher than the maximum value previously reported for similar composites containing equivalent amount of carbon fillers (∼330 %). Morphological and mechanical analyses provided indirect evidence that CNTs act as nanoscale bridges between dispersed GTR particles and carbon domains, establishing efficient charge transport networks while maintaining elastomeric compliance. Hybridization of CNTs with CB (CB19CNT1) or G (G19CNT1) generated synergistic boost in conductivity and simultaneously satisfied the industrial-grade flexibility. The study highlights the importance of hybrid filler engineering for optimizing structure-property relationships and offers guidelines for the design of waste-derived composites with target performance combinations. This approach offers a scalable composite engineering pathway for manufacturing sustainable, electrically conductive, flame-retardant, and highly flexible polymer materials for potential use in flexible electronics and electromagnetic interface (EMI) shielding applications.
提出了一种以轮胎磨砂橡胶(GTR)和醋酸乙烯(EVA)为原料开发多功能复合材料的工程设计策略。碳纳米管(CNTs)与传统的碳填料(如炭黑(CB)、石墨(G)和石墨烯纳米片(GNPs))杂交,以在最小的填料负荷下实现导电性、柔韧性和防火安全性之间的平衡。CNTs的掺入使得形成了连续的纳米级导电途径,仅在3phr下实现了渗透,电导率为7.4 × 10−4 S cm−1。此外,指定的复合材料在垂直燃烧测试中也显示出自熄行为和非常高的断裂伸长率(~ 600%),远远高于先前报道的含有等量碳填料的类似复合材料的最大值(~ 330%)。形态学和力学分析提供了间接证据,证明碳纳米管是分散的GTR颗粒和碳畴之间的纳米级桥梁,在保持弹性顺应性的同时建立有效的电荷传输网络。CNTs与CB (CB19CNT1)或G (G19CNT1)的杂交产生了电导率的协同提高,同时满足了工业级的灵活性。该研究强调了混合填料工程对优化结构-性能关系的重要性,并为设计具有目标性能组合的废物衍生复合材料提供了指导方针。这种方法为制造可持续、导电、阻燃和高度柔性的聚合物材料提供了一种可扩展的复合工程途径,可用于柔性电子和电磁接口(EMI)屏蔽应用。
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引用次数: 0
Fatigue analysis of the filament-wound thermoplastic composite components under tensile–tensile loading: Experimental and numerical methods 拉伸载荷下细丝缠绕热塑性复合材料构件的疲劳分析:实验与数值方法
IF 14.2 1区 材料科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-04-01 Epub Date: 2026-02-02 DOI: 10.1016/j.compositesb.2026.113486
Lei Yan , Jun Xiao , Dajun Huan
The growing use of thermoplastic composites in high-speed rotating components and pressure vessels has made the evaluation of fatigue performance essential. In contrast to thermosetting composites, there has been limited research on the fatigue behavior and life prediction of thermoplastic composites, particularly those manufactured by laser-assisted in-situ consolidation filament winding. The Navy Ordnance Laboratory rings (NOL rings) served as representative specimens to establish convenient methods for both experimental and numerical analysis of fatigue in these structures. Various factors, such as lubrication methods and specific manufacturing parameters, impacted the reliability of the fatigue life data, which was thoroughly examined through single-factor comparative experiments. The ultimate tensile strength (UTS), tensile fatigue behavior at 75%–90% UTS, and the progression of residual stiffness and strength at 75% UTS were examined using three groups of NOL rings, while damage evolution was evaluated through micro-CT. A GM(1,1) model, optimized using the particle swarm optimization (PSO) algorithm and the data rolling (DR) mechanism, was employed in numerical fatigue life prediction for the first time. A unique two-stage phenomenological numerical model was developed, incorporating essential manufacturing factors, grounded in residual stiffness and strength theory. The results showed that experimental optimization greatly enhanced the reliability of fatigue data. Damage begins in the inner layer and exhibits a spatial distribution that varies with the cycle, along with a decline in stiffness and strength. The enhanced numerical method demonstrated excellent predictive accuracy and practical applicability, offering a dependable approach for assessing the fatigue reliability of thermoplastic composite winding components.
随着热塑性复合材料在高速旋转部件和压力容器中的应用越来越广泛,对其疲劳性能的评估变得至关重要。与热固性复合材料相比,热塑性复合材料的疲劳行为和寿命预测研究有限,特别是激光辅助原位固结长丝缠绕制造的热塑性复合材料。以海军军械实验室环(NOL环)为代表试样,建立了方便的疲劳试验和数值分析方法。润滑方式和具体制造参数等多种因素对疲劳寿命数据的可靠性产生影响,并通过单因素对比实验对其进行了全面检验。使用三组NOL环测试了极限抗拉强度(UTS)、75% - 90% UTS时的拉伸疲劳行为以及75% UTS时的残余刚度和强度的变化,并通过微ct评估了损伤演变。首次将采用粒子群优化(PSO)算法和数据滚动(DR)机制优化的GM(1,1)模型应用于疲劳寿命数值预测。在残余刚度和强度理论的基础上,建立了一个独特的两阶段现象学数值模型,结合了必要的制造因素。结果表明,试验优化大大提高了疲劳数据的可靠性。损伤开始于内层,并表现出随周期变化的空间分布,伴随着刚度和强度的下降。该方法具有良好的预测精度和实用性,为热塑性复合材料缠绕件的疲劳可靠性评估提供了可靠的方法。
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引用次数: 0
Machine learning-enhanced modelling and experimental analysis of foam-core thermoplastic composites produced via pultrusion 通过拉挤生产的泡沫芯热塑性复合材料的机器学习增强建模和实验分析
IF 14.2 1区 材料科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-04-01 Epub Date: 2026-01-31 DOI: 10.1016/j.compositesb.2026.113476
Razie Izadi , David Wagner , David Löpitz , Camilo Zopp , Matthias Klaerner , Alina Michel , Yeliz Albrechtsen , Onur Çoban , Welf-Guntram Drossel , Carsten Lies , Mustafa Basaran , Salim Belouettar , Ahmed Makradi
Foam-core thermoplastic composites manufactured by pultrusion offer lightweight, recyclable structural solutions but require precise control of coupled thermal and curing phenomena to ensure uniform properties. While physics-based models can capture these thermochemical interactions, their computational cost limits their use for rapid prediction and process optimisation. This study presents an integrated experimental–numerical–machine learning framework for foam-core thermoplastic pultrusion using Elium® resin. Cure kinetics are characterised by DSC and incorporated into a validated 3D multiphysics model coupling heat transfer and polymerisation. Microscopy confirms limited resin penetration into the foam surface, forming a mechanical interlocking mechanism at the skin–core interface. A large parametric simulation campaign is used to train machine-learning surrogate models (neural networks, random forests, and gradient boosting), achieving R2>0.998 and enabling millisecond-level predictions with over 104× speed-up compared to finite-element simulations. These surrogates are employed for rapid prediction and process optimisation to identify operating windows that balance throughput, thermal control, energy efficiency, and complete curing.
通过拉挤制造的泡沫芯热塑性复合材料提供了轻质、可回收的结构解决方案,但需要精确控制耦合的热和固化现象,以确保均匀的性能。虽然基于物理的模型可以捕获这些热化学相互作用,但它们的计算成本限制了它们在快速预测和过程优化中的应用。本研究提出了一个集成的实验-数值-机器学习框架,用于使用Elium®树脂的泡沫芯热塑性拉挤。固化动力学由DSC表征,并纳入验证的3D多物理场模型耦合传热和聚合。显微镜检查证实有限的树脂渗透到泡沫表面,在皮核界面形成机械联锁机制。大型参数模拟活动用于训练机器学习代理模型(神经网络,随机森林和梯度增强),实现R2>;0.998,并实现毫秒级预测,与有限元模拟相比,加速超过104倍。这些替代品用于快速预测和工艺优化,以确定平衡吞吐量、热控制、能源效率和完全固化的操作窗口。
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引用次数: 0
Textile-derived stiffness-gradient piezoresistive elastomeric composites for modulus-programmable wearable sensors 模量可编程可穿戴传感器用纺织衍生刚度梯度压阻弹性复合材料
IF 14.2 1区 材料科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-04-01 Epub Date: 2026-01-27 DOI: 10.1016/j.compositesb.2026.113450
Rui Zhu , Lihong Kang , Ryan Yao , Jingqi Wu , Jie Zhang
Combining ultrahigh sensitivity with a wide operating window in flexible tactile composites remains challenging. Conventional strategies rely on complex chemistries and multi-material stacks to impose stiffness gradients, introducing sharp interfaces and hindering scalable processing. Here, we report textile-derived stiffness-gradient piezoresistive elastomeric composites in which the effective elastic modulus (Eeff) and response are programmed purely through surface architecture within a single polymer matrix. Three-dimensional convex–concave multi-level microstructures (MMSs), replicated from woven fabrics onto PEDOT:PSS-coated PDMS, generate a continuous tri-stage stiffness gradient from compliant convex peaks to rigid concave line bundles, tuning local Eeff over ∼102–105 Pa via geometric transitions rather than discrete material boundaries. The resulting composites function as flexible tactile sensors with three-segment pressure sensitivities, including an ultralow detection limit of 1.82 Pa and an ultrahigh sensitivity of 23.38 kPa−1 at pressure <100Pa, while maintaining low-noise responses up to 1000 Pa, a response time of 10 ms and stable operation over 10,000 cycles. Finite element analyses (FEA) quantify the evolution of local Eeff, contact area and strain under compression, revealing that staged stiffness evolution governs the measured multi-segment piezoresistive response. This mechanics-based framework yields design maps linking textile-derived surface architecture, effective stiffness and resistance change, providing guidelines for modulus-programmable piezoresistive composites without altering bulk composition. Demonstrations in cardiovascular pulse monitoring and non-uniform joint pressure mapping highlight the potential of this textile-templated MMS concept as a scalable route to smart skins and human–machine interfaces in composite systems.
在柔性触觉复合材料中结合超高灵敏度和宽操作窗口仍然具有挑战性。传统的策略依赖于复杂的化学物质和多材料堆叠来施加刚度梯度,引入尖锐的界面并阻碍可扩展的处理。在这里,我们报告了纺织品衍生的刚度梯度压阻弹性复合材料,其中有效弹性模量(Eeff)和响应完全通过单个聚合物基体内的表面结构进行编程。从机织织物复制到PEDOT: pss涂层PDMS上的三维凹凸多层微结构(mms)产生了一个连续的三阶段刚度梯度,从柔顺的凸峰到刚性的凹线束,通过几何过渡而不是离散的材料边界在~ 102-105 Pa之间调节局部Eeff。该复合材料可作为柔性触觉传感器,具有三段压力灵敏度,包括1.82 Pa的超低检测限和23.38 kPa−1的超高灵敏度,压力为100Pa,同时保持高达1000 Pa的低噪声响应,响应时间为10 ms,稳定运行超过10,000次循环。有限元分析(FEA)量化了局部Eeff、接触面积和压缩下应变的演变,揭示了阶段刚度演变支配着测量的多段压阻响应。这种基于力学的框架产生了连接纺织品衍生表面结构、有效刚度和阻力变化的设计图,为模量可编程压阻复合材料提供了指导方针,而不改变体成分。心血管脉搏监测和非均匀关节压力映射的演示突出了这种纺织模板MMS概念作为复合系统中智能皮肤和人机界面的可扩展途径的潜力。
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Composites Part B: Engineering
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