今日更新:Composite Structures 4 篇,Composites Part A: Applied Science and Manufacturing 2 篇,Composites Part B: Engineering 3 篇,Composites Science and Technology 3 篇
The effect of random microstructure morphology on the bending behavior of composite plate structures
Panagiotis Gavallas, George Stefanou, Eleftherios Tsivolas
doi:10.1016/j.compstruct.2025.119432
随机组织形态对复合板结构弯曲性能的影响
The uncertain behavior of composite materials can be attributed to their random microstructure. Uncertainty propagation from micro- to macroscale is usually simulated using homogenization methods where boundary conditions (BCs), such as tension and shear, are applied to determine effective mechanical properties. This work focuses on plate structures, whose properties cannot be accurately estimated by classical homogenization schemes. Instead, they are described using the ABD stiffness matrix defined by classical laminate theory (CLT) and effective stiffness is obtained by application of bending/torsional BCs. The ABD-matrix homogenization method is applied, along with the moving window technique, for the computation of random fields of bending properties based on CT images of a real short fiber composite. Random fields describing bending and axial/shear stiffness are extracted, and their statistics are compared. Appropriate random field models are selected based on the marginal distributions and autocorrelation functions of the microstructure-derived random fields, while cross-correlations between different stiffness components are also considered. Finally, these random field models are employed for the stochastic finite element analysis of composite plate structures, whose response variability is investigated in detail. Useful conclusions are derived regarding the effect of several parameters on the response variability, including model size, scale factor and cross-correlations.
复合材料的不确定性可归因于其随机的微观结构。不确定性从微观到宏观的传播通常使用均匀化方法来模拟,其中边界条件(bc),如张力和剪切,应用于确定有效的力学性能。本研究的重点是板结构,其性质不能准确估计的经典均质方案。相反,它们使用经典层压理论(CLT)定义的ABD刚度矩阵来描述,并通过应用弯曲/扭转bc来获得有效刚度。基于实际短纤维复合材料的CT图像,采用abd矩阵均匀化方法和移动窗口技术计算其弯曲性能随机场。提取了描述弯曲刚度和轴剪刚度的随机场,并对其统计量进行了比较。根据微结构衍生随机场的边际分布和自相关函数选择合适的随机场模型,同时考虑不同刚度分量之间的相互关系。最后,将这些随机场模型应用于复合材料板结构的随机有限元分析,详细研究了复合材料板结构的响应变异性。关于模型大小、比例因子和相互关系等参数对响应变异性的影响,得出了有用的结论。
Dynamic instability of elastically supported functionally graded porous arches reinforced with graphene platelets under a general dynamic load
Hao Tang, Airong Liu, Jian Deng, Jialin Wang, Jie Yang, Shimao Qin
doi:10.1016/j.compstruct.2025.119489
石墨烯片增强弹性支撑功能梯度多孔拱桥在一般动力荷载作用下的动力失稳
This paper investigates the in-plane dynamic instability behavior of elastically supported functionally graded porous (FGP) circular arches reinforced with graphene platelet-reinforced composite (FGP-GPLRC) under a general radial periodic dynamic load. By expressing the dynamic load in Fourier series, a comprehensive analysis of an FGP-GPLRC arch capable of dealing with various dynamic loading conditions is developed for the first time. The practical boundary conditions that are not fully rigidly restrained are modelled by elastic supports to enable a more accurate prediction of the dynamic stability of the arches. The governing equations of motion of the arch are derived and its dynamic instability regions are analytically determined. The present analysis is validated with excellent agreement with finite element results. A comprehensive parametric analysis is conducted to examine the effects of porosity distribution pattern, porosity coefficient, GPL mass fraction, elastic support, damping ratio, static load component, and dynamic load shape on the dynamic instability of the FGP-GPLRC arch. Our results indicate that the parametric resonance instability regions of an FGP-GPLRC arch under square-wave dynamic loads are significantly larger than those under sawtooth-wave and harmonic dynamic loads.
研究了石墨烯平板增强复合材料(FGP- gplrc)弹性支撑功能梯度多孔(FGP)圆拱在一般径向周期性动力载荷作用下的面内动力失稳行为。通过傅立叶级数表示动荷载,首次对能够处理各种动荷载条件的FGP-GPLRC拱桥进行了综合分析。对于没有完全刚性约束的实际边界条件,采用弹性支撑进行建模,以便更准确地预测拱的动力稳定性。推导了拱的运动控制方程,并解析确定了拱的动力失稳区域。本文的分析结果与有限元结果非常吻合。通过综合参数分析,考察了孔隙率分布规律、孔隙率系数、GPL质量分数、弹性支撑、阻尼比、静载分量、动载形状等因素对FGP-GPLRC拱动力失稳的影响。结果表明,FGP-GPLRC拱在方波动力载荷作用下的参数共振失稳区明显大于锯齿波和谐波动力载荷作用下的参数共振失稳区。
Emergence of anomalous hyperbolic heat conduction in homogenized media
Jean-François Ganghoffer, Xuan Nam Do, Sébastien Fumeron
doi:10.1016/j.compstruct.2025.119492
均质介质中反常双曲热传导的出现
Classical heat conduction, described by Fourier’s law, assumes an infinite thermal signal speed, which is physically unrealistic. Hyperbolic heat conduction models address this by introducing a finite wave speed, as seen in the Cattaneo–Vernotte (CV) equation, which modifies Fourier’s law with a time-delay term, leading to wave-like heat propagation. Extensions like the dual-phase-lag (DPL) and nonlocal theories enhance heat transport modeling in micro- and nanoscale materials, biological tissues, and laser-irradiated surfaces. Despite significant developments since the 1950 s, most hyperbolic heat conduction models remain phenomenological, lacking predictive capability. We develop in this contribution homogenization-based approaches for upscaling the classical parabolic heat model that prevails in acoustically thick media at the microscale of the individual components of periodic heterogeneous materials towards generalized heat theories incorporating additional higher-order variables and parameters, prone to weak or strong nonlocality. Based on a Hill-Mandel energy equivalence principle and localization relations of the micro-fields to their macroscopic counterpart in the postulated effective heat theory, the effective heat properties including relaxation times and internal lengths are formally evaluated in terms of volume averages over an identified unit cell of the microscopic heat properties and localization operators. Those localization operators solve unit cell boundary-value problems with periodicity conditions. In the second part of the paper, we rely on the Floquet-Bloch transform to formulate nonlocal emergent heat theories, in which the macroscopic heat flux is written as a convolution integral of a kernel with the temperature. Applications to 1D periodic composites illustrate the established methodology to compute the effective heat properties of the emergent hyperbolic heat conduction theory.
傅立叶定律描述的经典热传导假设热信号速度无限,这在物理上是不现实的。双曲热传导模型通过引入有限的波速来解决这个问题,正如在Cattaneo-Vernotte (CV)方程中所见,它用一个时滞项修改了傅里叶定律,导致了波状热传播。双相滞后(DPL)和非局部理论等扩展增强了微纳米材料、生物组织和激光照射表面的热传输建模。尽管自1950年 以来取得了重大进展,但大多数双曲热传导模型仍然是现象学的,缺乏预测能力。在这一贡献中,我们发展了基于均质化的方法,将经典抛物线热模型升级,该模型在周期性非均质材料的单个组分的微观尺度上普遍存在于声学厚介质中,向包含附加高阶变量和参数的广义热理论发展,容易出现弱或强非定域性。基于Hill-Mandel能量等效原理和假设有效热理论中微观场与宏观场的局域化关系,根据微观热性质和局域化算子的确定单元胞的体积平均值,正式评估了包括松弛时间和内部长度在内的有效热性质。这些定位算子解决具有周期性条件的单元胞边值问题。在论文的第二部分,我们依靠Floquet-Bloch变换来建立非局部涌现热理论,其中宏观热流被写成核与温度的卷积积分。在一维周期复合材料中的应用说明了新兴双曲热传导理论计算有效热性能的既定方法。
Flame-retardant composites from recycled PET fibers and soybean oil-based resins: A sustainable solution for honeycomb panel skins
Yizhen Chen, Liyuan Zhang, Renhui Qiu, Tingting Chen, Mingen Fei, Wendi Liu
doi:10.1016/j.compositesa.2025.109164
由回收PET纤维和大豆油基树脂制成的阻燃复合材料:蜂窝板皮肤的可持续解决方案
A sustainable and flame-retardant composite facing layers was developed using recycled polyethylene terephthalate (rPET) fiber-mats and renewable soybean oil-based resins. The rPET fiber-mats were surface-treated with a finishing agent composed of paraformaldehyde and dicyandiamide. This finishing agent can interact with the fiber surface both physically and chemically, aiming to enhance composite interfacial adhesion. A flame-retardant soybean oil-based resin, from epoxidized soybean oil, tannic acid, and 2-hydroxyethyl methacrylate phosphate, was used as the matrix. The composites exhibited a limited oxygen index of 28.68%, with reduced heat release and flue gas emission during combustion. The treatment of rPET fibers contributed to improvements in thermal and mechanical properties of the composites. When used as outer layers, this composite also enhanced both flame retardancy and mechanical performance of the paper honeycomb panels. This study introduces an innovative approach to replacing traditional nonrenewable and flammable facing layers in honeycomb panels with recycled and renewable materials.
采用再生聚对苯二甲酸乙二醇酯(rPET)纤维垫和可再生大豆油基树脂,研制了一种可持续阻燃的复合饰面层。用多聚甲醛和双氰胺组成的整理剂对rPET纤维垫进行表面处理。该整理剂可与纤维表面发生物理和化学作用,旨在增强复合材料界面的附着力。以环氧大豆油、单宁酸和磷酸甲基丙烯酸2-羟乙酯为基体制备阻燃大豆油基树脂。复合材料的限氧指数为28.68%,燃烧过程中的热释放和烟气排放减少。rPET纤维的处理有助于提高复合材料的热性能和力学性能。当用作外层时,该复合材料也增强了纸蜂窝板的阻燃性和机械性能。本研究介绍了一种创新的方法,用回收和可再生材料取代蜂窝板中传统的不可再生和易燃的饰面层。
Interaction modulation of diphosphate piperazine and melamine phosphate for enhanced water resistance and flame retardancy in polypropylene
Weiwen Gu, Rui Wang, Huaibo Qian, Jingyu Zhang, Jiang Jing, Hongfei Li, Xiaoyu Gu, Sheng Zhang
doi:10.1016/j.compositesa.2025.109177
二磷酸哌嗪和三聚氰胺磷酸盐的相互作用调制增强聚丙烯的耐水性和阻燃性
This study reports our recent effort to address the key challenges of hydrophilicity and inefficiency for conventional intumescent flame retardants (IFRs) through the regulation of interaction modes. Three interaction modes are designed through physical blending (DPAPI/MP, astatic binding), core–shell structure (DPAPI@MP, weak chemical interaction), and covalent bonding (DPAPI-MP, strong chemical interaction). The effect of different interaction modes between piperazine diphosphate (DPAPI) and melamine phosphate (MP) on flame retardancy is analyzed. The introduction of only 20 wt% DPAPI-MP into the PP matrix significantly enhances its flame retardant properties, raising the limiting oxygen index (LOI) increase from 17.2 % to 27.8 % and achieving a UL-94 V-0 rating. The peak heat release rate (PHRR) and total smoke release (TSR) decreased by 79 % and 54 %, respectively. The residual char increases to 29.4 % from 0. The flame retardant mechanism involves a topological rearrangement of the triazine ring, which releases non-combustible gases, while acidic compounds facilitate the development of a three-dimensional P-O-C cross-linked structure. For water-resistant performance the PP/DPAPI-MP/RDP cretained the UL-94 V-0 rating even after 168 h of hydrothermal aging at 70 °C. The precipitation rate is reduced to 1.18 wt%, and the tensile strength decreases by only 1.5 %. The PP/DPAPI-MP/RDP exhibit an excellent balance between flame retardancy and water resistance. This study proposes a novel design concept for regulating the interaction modes of flame retardants, offering new insights into the development of water resistant and flame retardant PP.
本研究报告了我们最近的努力,通过调节相互作用模式来解决传统膨胀型阻燃剂(IFRs)的亲水性和低效率的关键挑战。通过物理共混(DPAPI/MP,静态结合)、核壳结构(DPAPI@MP,弱化学相互作用)和共价键(DPAPI-MP,强化学相互作用)设计了三种相互作用模式。分析了二磷酸哌嗪(DPAPI)与磷酸三聚氰胺(MP)不同相互作用方式对阻燃性能的影响。仅在PP基体中加入20 wt%的DPAPI-MP就能显著提高其阻燃性能,将极限氧指数(LOI)从17.2 %提高到27.8 %,达到UL-94 V-0等级。峰值热释放率(PHRR)和总烟释放率(TSR)分别下降了79 %和54 %。剩余炭从0增加到29.4 %。阻燃机理涉及三嗪环的拓扑重排,释放不可燃气体,而酸性化合物促进三维P-O-C交联结构的发展。在70 °C水热老化168 h后,PP/DPAPI-MP/RDP的防水性能仍达到UL-94 V-0等级。析出率降低到1.18 wt%,抗拉强度仅降低1.5 %。PP/DPAPI-MP/RDP在阻燃性和耐水性之间表现出良好的平衡。本研究提出了一种调节阻燃剂相互作用模式的新设计理念,为耐水阻燃PP的发展提供了新的见解。
Multi-Scale Stochastic Study of Glass Fiber Sizing Effects in Automotive Structural Sheet Molding Compounds
William J. Henken, Stephen Young, Vivek Chawla, Cecile A. Grubb, Rebecca E. Bergee, Mohamed M. Selim, Jonathan McKay, Hendrik Mainka, Marton Kardos, Dayakar Penumadu
doi:10.1016/j.compositesb.2025.112795
玻璃纤维在汽车结构板材成型材料中施胶效应的多尺度随机研究
Three commercially available sizings A, B, and C were studied in this work based on their target use towards class-A, semi-structural, and general-purpose SMC formulations. Each chemical sizing treatment A, B, and C was compounded on a pilot-scale SMC line with target 55 wt.% fiber content using the same paste formulation suitable for high fiber content. Compression molding and sample preparation was conducted systematically and consistently to minimize variance when comparing test results. Notable differences in wetting and sheet density of the compounded charges were observed. After compression molding one chemical sizing exhibited blister defects on the panel surfaces of approximately 1/3rd of the molded panels, indicating the entrapment of air during flow which was not observed in the other compounds. ANOVA revealed significant differences (17 % – 20 %) in IFSS at the fiber-matrix interface resulting from chemical sizing. Despite these observed differences, ANOVA revealed no significant differences in quasi-static tension, shear, flexure, or compression properties of molded panels containing the different glass fiber sizings. This work concludes that chemical sizing significantly affects SMC compounding, molding, and microscale IFSS. Provided the composites can consolidate without the formation of blister defects, the overall structural performance is not observed to change statistically when considering inherent sources of variability stemming from localized effects of fiber volume and fiber orientation at the mesoscale. Outcomes of this work allow for greater confidence in producing semi-structural SMC components using generalized chemical sizing packages as long as consolidation of SMC parts is achieved through compounding and molding.
本文研究了三种市售浆料A、B和C在A类、半结构和通用SMC配方中的目标用途。每种化学施胶处理A、B和C在中试SMC生产线上复合,目标纤维含量为55wt .%,使用适用于高纤维含量的相同浆料配方。压缩成型和样品制备进行系统和一致,以尽量减少差异时比较测试结果。观察到复合电荷的润湿性和片密度的显著差异。压缩成型后,一种化学浆料在大约1/3的模压板表面显示出水泡缺陷,这表明在流动过程中空气被困住了,这在其他化合物中没有观察到。方差分析显示,化学施胶导致纤维-基质界面的IFSS差异显著(17% - 20%)。尽管存在这些观察到的差异,方差分析显示含有不同玻璃纤维浆料的模塑板在准静态张力、剪切、弯曲或压缩性能方面没有显著差异。这项工作得出结论,化学施胶显著影响SMC复合,成型和微尺度IFSS。如果复合材料可以在不形成泡状缺陷的情况下进行固结,那么考虑到纤维体积和纤维取向在中尺度上的局部影响所产生的固有变异源时,总体结构性能在统计上不会发生变化。这项工作的结果允许更大的信心在生产半结构SMC组件使用通用的化学尺寸封装,只要SMC部件的巩固是通过复合和成型实现。
Advanced hollow ball-cactus-like soft-magnetic LDH@MXeneHT nanohybrid materials towards highly efficient electromagnetic protection
Yaqiang Duan, Weijun Yang, Yong Zhang, Yuchen Gu, Pengwu Xu, Deyu Niu, Yunpeng Huang, Shiqiang Song, Debora Puglia, Piming Ma
doi:10.1016/j.compositesb.2025.112807
先进的空心球形仙人掌状软磁LDH@MXeneHT纳米杂化材料,实现高效电磁防护
In order to improve the comprehensive electromagnetic protection and meet the aerospace demands, designing the microstructure of functional nanomaterials is an effective strategy. Inspired by the special structure of the ball-cactus, in this work, soft-magnetic nanohybrid materials are realized for highly efficient electromagnetic protection. Layered double FeNi3 hydroxide (LDH) is in-situ nucleated and grown on the surface of MXene via synchronous electrostatic self-assembling, leading to an intermediate product - LDH@MXene - with a hydrangea microstructure (diameter ∼5 μm). LDH@MXene is subsequently annealed at 500 °C to obtain a hollow ball-cactus-like LDH@MXeneHT500 nanohybrid, by transforming the lamellar “petals” of the hydrangea structure into burr-like structures. LDH@MXeneHT500 has soft-magnetic characteristics, facilitating the transport of induced charges and the consumption of electromagnetic energy. Therefore, LDH@MXeneHT500 nanohybrid exhibits excellent comprehensive electromagnetic protection capabilities, such as high reflection loss (RLmin = -76.1 dB) in a wide absorption bandwidth (EAB = 6.12 GHz), and high electromagnetic interference shielding efficiency (EMI SE = 47.2 dB in X band). To broaden its application, poly(dimethylsiloxane) (PDMS)/LDH@MXeneHT500 nanocomposites are further prepared that exhibit improved mechanical strength (9.48 MPa) and highly efficient electromagnetic protection performances (RLmin = -65.11 dB and EAB = 7.64 GHz, EMI SE > 50 dB in 3-18 GHz). Therefore, both the LDH@MXeneHT500 nanohybrid materials and PDMS/LDH@MXeneHT500 nanocomposites show great potential in electromagnetic protection applications, such as in the area of aerospace and satellite communication.
为了提高电磁综合防护性能,满足航空航天需求,对功能纳米材料进行微结构设计是一种有效的策略。受球形仙人掌特殊结构的启发,本研究实现了软磁纳米杂化材料的高效电磁防护。层状双氢氧化氢FeNi3 (LDH)通过同步静电自组装在MXene表面原位成核并生长,得到了具有绣球结构(直径~ 5 μm)的中间产物LDH@MXene。LDH@MXene随后在500°C下退火,通过将绣球结构的片层“花瓣”转变为毛刺状结构,获得空心球状仙人掌状LDH@MXeneHT500纳米杂交种。LDH@MXeneHT500具有软磁特性,有利于感应电荷的输运和电磁能量的消耗。因此,LDH@MXeneHT500纳米混合材料在较宽的吸收带宽(EAB = 6.12 GHz)下具有较高的反射损耗(RLmin = -76.1 dB),在X波段具有较高的电磁干扰屏蔽效率(EMI SE = 47.2 dB),具有优异的综合电磁保护能力。为了扩大其应用范围,进一步制备了聚二甲基硅氧烷(PDMS)/LDH@MXeneHT500纳米复合材料,该复合材料具有更高的机械强度(9.48 MPa)和高效的电磁保护性能(RLmin = -65.11 dB, EAB = 7.64 GHz, EMI SE >在3-18 GHz范围内为50 dB)。因此,LDH@MXeneHT500纳米杂化材料和PDMS/LDH@MXeneHT500纳米复合材料在电磁保护领域,如航空航天和卫星通信领域显示出巨大的应用潜力。
Synergistic Effects of Nanosecond Pulse Laser and Atmospheric Plasma Treatments on Enhancing the Interface Fatigue Performance of PA11-CFRP in Type IV Hydrogen Storage Tanks
Lele Cheng, Liangliang Qi, Qinan Li, Zhonghao Mei, Keqing Wang, Ruize Gao, Jie Xiao, Muhuo Yu, Zeyu Sun
doi:10.1016/j.compositesb.2025.112809
纳秒脉冲激光和大气等离子体处理对提高IV型储氢罐PA11-CFRP界面疲劳性能的协同效应
The development of Type IV high-pressure hydrogen storage tanks faces persistent technical challenges, particularly in preventing the structural degradation of polymer liners. During operational cycles, repeated hydrogen filling and degassing processes impose severe interfacial fatigue on the bond between the thermoplastic liner and the carbon fiber-reinforced polymer (CFRP) composite overwrap. Improving adhesion integrity at the PA11-CFRP interface is critical for mitigating the risks associated with liner rupture. To address this challenge, a synergistic surface modification strategy for PA11 liners combining laser texturing with plasma activation was implemented. The interfacial fatigue performance was quantitatively evaluated via flatwise tensile (FWT) testing, incorporating S-N curve analysis and progressive stiffness degradation metrics. Notably, the laser-plasma co-treatment significantly improved the interfacial fatigue resistance of PA11-CFRP compared to untreated controls or individually modified surfaces, such as laser-only or plasma-only treatments. The underlying mechanism governing interface bonding durability was explored through multiscale characterization, including microstructural evolution at the PA11-CFRP interface, surface topography and roughness parameters, thermodynamic surface energy components, and chemical functionalities of activated interfacial groups. These findings establish a theoretical foundation for analyzing interface fatigue failures in large-scale applications of Type IV hydrogen storage tanks.
IV型高压储氢罐的开发面临着持续的技术挑战,特别是在防止聚合物衬垫结构降解方面。在操作周期中,反复的充氢和脱气过程会对热塑性衬垫和碳纤维增强聚合物(CFRP)复合材料包覆层之间的粘合产生严重的界面疲劳。提高PA11-CFRP界面的粘合完整性对于降低衬垫破裂的风险至关重要。为了解决这一问题,研究人员采用了一种结合激光变形和等离子体活化的协同表面改性策略。通过平面拉伸(FWT)测试,结合S-N曲线分析和渐进式刚度退化指标,定量评估界面疲劳性能。值得注意的是,与未经处理的对照或单独修饰的表面(如仅激光或仅等离子体处理)相比,激光等离子体共处理显著提高了PA11-CFRP的界面抗疲劳性。通过多尺度表征,包括PA11-CFRP界面的微观结构演变、表面形貌和粗糙度参数、热力学表面能组分和活化界面基团的化学官能团,探索了控制界面结合耐久性的潜在机制。研究结果为IV型储氢罐大规模应用界面疲劳失效分析奠定了理论基础。
Developing Wearable Photothermal and Antibacterial Fabrics: In-Situ Polymerization of MoS2-Hybridized PET Fibers
Hongchuang Li, Zhou Sha, Yuheng Song, Jiahui Fan, Jiaxian Wei, Yuchi Fan, Xiang Fei, Meifang Zhu
doi:10.1016/j.compscitech.2025.111291
开发可穿戴光热抗菌织物:mos2杂交PET纤维的原位聚合
The burgeoning field of smart textiles, particularly those with photothermal conversion capabilities, is driven by the escalating need for energy-efficient and versatile thermoregulation solutions across healthcare, energy, and personal protection applications. Despite the promising potential of two-dimensional transition metal dichalcogenides (e.g. MoS2), their practical implementation has been hindered by challenges such as aggregation and the lack of a one-step continuous spinning process for the fabrication of high-performance photothermal fibers. This study addresses these gaps by employing in-situ polymerization to integrate MoS2 with polyethylene terephthalate (PET) polymer, yielding the PET/MoS2 fibers and fabrics that exhibits excellent photothermal antibacterial properties. The uniform distribution of MoS2 within the PET matrix not only improved the fiber’s mechanical integrity but also significantly enhanced its photothermal performance and antibacterial activity under photothermal conditions. The tensile strength of the fabric was observed to increase with the incorporation of MoS2 up to an optimal loading amount. The photothermal performance was found to be exceptional under various light sources, with a direct correlation to the MoS2 content. The antibacterial efficacy was notably robust, achieving a 95% reduction in both Escherichia coli (E. coli) and Staphylococcus aureus (S. aureus) under near-infrared irradiation. This study offers a scalable and efficient solution for advanced wearable thermal management, poised to redefine the future of personal comfort and healthcare technology.
智能纺织品领域的蓬勃发展,特别是那些具有光热转换功能的智能纺织品,是由医疗保健、能源和个人防护应用领域对节能和多功能温度调节解决方案不断增长的需求推动的。尽管二维过渡金属二硫化物(如MoS2)具有很大的潜力,但它们的实际实施受到诸如聚集和缺乏用于制造高性能光热纤维的一步连续纺丝工艺等挑战的阻碍。本研究通过原位聚合将MoS2与聚对苯二甲酸乙二醇酯(PET)聚合物结合,得到了具有优异光热抗菌性能的PET/MoS2纤维和织物,从而解决了这些空白。MoS2在PET基体内的均匀分布不仅提高了纤维的机械完整性,而且显著提高了其光热性能和光热条件下的抗菌活性。织物的抗拉强度随着二硫化钼的加入而增加,直至最佳加载量。光热性能在不同的光源下表现优异,与MoS2含量直接相关。抗菌效果显著,在近红外照射下,大肠杆菌(E. coli)和金黄色葡萄球菌(S. aureus)的抗菌效果均降低95%。这项研究为先进的可穿戴热管理提供了一个可扩展和高效的解决方案,准备重新定义个人舒适和医疗保健技术的未来。
Transfer learning-guided generative laminate design framework with limited data availability
Siyuan Chen, Zhixing Li, Jinzhao Huang, Tiantian Yang, Yunpeng Gao, Jia Hu, Guang Yang, Licheng Guo
doi:10.1016/j.compscitech.2025.111292
数据有限的迁移学习导向生成层压板设计框架
Fiber-reinforced composites offer significant tailoring potential, but extensive design parameters and the need to explore new design spaces pose substantial challenges in laminate designs. This paper presents a Transfer learning-guided Generative Laminate Design Framework (TGLDF) to efficiently extend design spaces with limited data availability. A generator in the TGLDF rapidly produces design parameters bounded within design ranges through a data scaling method, along with a neural network-based discriminator fine-tuned with small datasets to predict mechanical properties within new design spaces. Customized generation losses are incorporated to enable the generations to achieve design objectives, such as desired strength and torsional stiffness in this paper. Two examples were used to validate the TGLDF under different new design spaces. These examples include notched laminates under uniaxial tension and composite tubes subjected to coupled internal pressure and axial compression, involving new materials, ply numbers, and loading conditions. The results show that only small datasets are needed to perform inverse design in these new design spaces. A comparative analysis with finite element simulations and Genetic Algorithms (GAs) demonstrates the effectiveness and superiority of the TGLDF, which outperforms GAs by integrating random noise to learn the distribution of optimal solutions. In addition, the concatenating of one-hot encodings and continuous parameters enables the TGLDF to extend to other design scenarios easily.
纤维增强复合材料提供了巨大的定制潜力,但广泛的设计参数和探索新设计空间的需求对层压板设计构成了重大挑战。本文提出了一种迁移学习引导的生成层叠设计框架(TGLDF),以有效地扩展数据可用性有限的设计空间。TGLDF中的生成器通过数据缩放方法快速生成设计范围内的设计参数,以及基于神经网络的鉴别器,通过小数据集进行微调,以预测新设计空间内的机械性能。在本文中,为了使代能够达到设计目标,例如期望的强度和扭转刚度,引入了定制的代损失。通过两个实例验证了TGLDF在不同新设计空间下的有效性。这些例子包括单轴拉伸下的缺口层压板和耦合内压和轴向压缩下的复合管,涉及新材料、层数和加载条件。结果表明,在这些新的设计空间中,只需要少量的数据集就可以进行逆向设计。通过与有限元仿真和遗传算法(GAs)的对比分析,证明了TGLDF算法的有效性和优越性,该算法通过集成随机噪声来学习最优解的分布,优于遗传算法。此外,单热编码和连续参数的连接使TGLDF能够轻松扩展到其他设计场景。
Investigating the Interchangeability of Low-Velocity Impact and Quasi-Static Indentation Tests: Effects on the Residual Strength of Hybrid Aluminum/CFRP Laminates
Musthafa Akbar, Satoshi Kobayashi
doi:10.1016/j.compscitech.2025.111293
低速冲击和准静态压痕试验的互换性研究:对铝/碳纤维复合材料层合板残余强度的影响
This study uses numerical methods, validated through laboratory experiments, to compare the mechanical behavior of hybrid aluminum/CFRP laminates under low-velocity impact (LVI) and quasi-static indentation (QSI) loading conditions. The study demonstrates that although both loading types show comparable force-displacement responses within a limited range, the divergence increases at higher LVI energy levels. Oscillations in the LVI force-displacement curve become more pronounced due to inertia and damage formation. In terms of damage, intralaminar failure in CFRP layers occurs under both loading conditions, but delamination is more pronounced under LVI loading. The study also finds that QSI produces more visible contact traces on the specimen surface compared to LVI, with smaller indenters resulting in clearer damage patterns. Simulations of tensile strength after impact reveal that LVI leads to lower residual tensile strength compared to QSI. Based on these findings, we conclude that QSI can be used as a substitute for LVI testing under certain conditions, particularly for low-impact energies (5-15 J), where delamination does not occur. However, for higher impact energies (20-30 J), significant differences in damage mechanisms indicate that the two methods should not be considered interchangeable for all applications. Further research is needed to establish clear criteria for using quasi-static tests as substitutes for low-velocity impact tests, especially for specific material configurations and conditions.
本研究采用数值方法,通过室内实验验证,比较了低速冲击(LVI)和准静态压痕(QSI)加载条件下铝/CFRP复合材料的力学行为。研究表明,尽管两种加载类型在有限范围内表现出相似的力-位移响应,但在LVI能量水平较高时,差异增大。由于惯性和损伤的形成,LVI力-位移曲线的振荡变得更加明显。损伤方面,两种加载条件下CFRP层均发生层内破坏,但在LVI加载下分层更为明显。研究还发现,与LVI相比,QSI在试样表面产生更多可见的接触痕迹,更小的压痕导致更清晰的损伤模式。对冲击后拉伸强度的模拟表明,与QSI相比,LVI导致的残余拉伸强度更低。基于这些发现,我们得出结论,在某些条件下,QSI可以作为LVI测试的替代品,特别是在低冲击能量(5-15 J)的情况下,不会发生分层。然而,对于更高的冲击能量(20-30 J),损伤机制的显著差异表明,这两种方法不应被认为是可互换的所有应用。需要进一步研究,以确定使用准静态试验代替低速冲击试验的明确标准,特别是针对特定的材料结构和条件。