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【新文速递】2026年1月2日复合材料SCI期刊最新文章

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今日更新:Composite Structures 1 篇,Composites Part A: Applied Science and Manufacturing 2 篇,Composites Part B: Engineering 1 篇,Composites Science and Technology 1 篇

Composite Structures

Data-driven-AI and Layerwise-Variable-Kinematic models for the vibration an alysis of sandwich panels with auxetic lattice core and functionally graded graphene nanoplatelet-reinforced coatings

R.W. Laureano, J.L. Mantari

doi:10.1016/j.compstruct.2025.120021

基于数据驱动的人工智能和分层可变运动学模型的石墨烯纳米片增强夹层板的振动分析

This study investigates the vibration response of sandwich panels with auxetic lattice cores and functionally graded graphene platelet reinforced composite (FG-GPLRC) face sheets using Equivalent Single Layer (ESL), Layerwise (LW), and variable-kinematic models formulated within the robust unified formulation. The enhanced Tornabene homogenization model and Halpin-Tsai micromechanics model are employed to compute the effective properties of the auxetic core and FG-GPLRC face sheets, respectively. The dynamic governing equations, derived using the Principle of Virtual Displacements (PVD), are solved in strong form via the Boundary-Continuous Method (BCM). Several cases with increasing complexity are considered. A unique case, previously unexplored in the shell literature, is introduced, offering a new benchmark for future comparisons. The results reveal that the hybrid ESL/LW capabilities of the proposed variable-kinematic model provide highly accurate and efficient a nalytical solutions for these complex sandwich structures, offering 87% reduction in the computational cost against their LW counterpart. The effects of GPL reinforcements in the face sheets and the auxetic response are investigated through parametric studies using an efficient surrogate model based on Artificial Neural Networks (ANNs). This model was trained on a synthetic dataset, generated by the most accurate an alytical model, where geometric dimensions, auxetic properties, and GPL parameters were used as input features.

本研究使用等效单层(ESL)、分层(LW)和可变运动模型,在鲁棒统一公式中研究了具有缺陷晶格芯和功能梯度石墨烯血小板增强复合材料(FG-GPLRC)面板的夹层板的振动响应。采用增强的Tornabene均质模型和Halpin-Tsai细观力学模型分别计算了增厚芯和FG-GPLRC面片的有效性能。利用虚位移原理(PVD)推导出的动力学控制方程,通过边界连续法(BCM)以强形式进行求解。考虑了几种日益复杂的情况。介绍了shell文献中以前未探索的一个独特案例,为将来的比较提供了新的基准。结果表明,所提出的可变运动学模型的混合ESL/LW能力为这些复杂的夹层结构提供了高精度和高效的分析解决方案,与LW模型相比,计算成本降低了87%。采用基于人工神经网络(ann)的高效代理模型,通过参数化研究研究了GPL增强对面片的影响和辅助反应。该模型是在一个合成数据集上进行训练的,该数据集是由最精确的分析模型生成的,其中几何尺寸、auxetic属性和GPL参数用作输入特征。


Composites Part A: Applied Science and Manufacturing

A model for gap formation between dry preforms and curved tool surfaces in closed-mould composites manufacturing processes

Mikhail Y. Matveev, Andreas Endruweit

doi:10.1016/j.compositesa.2025.109548

闭模复合材料制造过程中干预制件与弯曲刀具表面间隙形成的模型

The formation of a gap between the dry reinforcement and the tool surface at a bend, i.e. a geometrical feature with single curvature, in a tool for closed-mould manufacturing processes is caused by tensile forces in the reinforcement. The gap shape was ana lysed based on the mechanical model of an arched beam supported by an elastic foundation. The compaction stiffness of the reinforcement was derived from linearisation of the power-law approximating the reinforcement compression response. Fifth-order differential equations were derived and solved with the appropriate boundary conditions to find expressions for the local gap height. Applying a minimum-energy principle, the gap was found to typically extend into the flat sections of the geometry on both sides of the bend. Its size increases with increasing bend angle and applied force. It decreases with increasing bend radius, cavity height, level of pre-compaction, and stiffness of the reinforcement in compaction and in bending. If the gap height is expressed as a function of the fibre volume fraction, the correlation between the gap size and the fibre volume fraction was found to be negative if the tensile force is constant, and positive if the force increases with increasing fibre volume fraction. The solutions derived here allow the geometry of the gap and the bent preform to be described in more detail than in previous studies, which allows further an alysis of the manufacturing process, e.g. predicting the effect of racetracking in the formed gap during a Resin Transfer Moulding process.

在封闭模具制造过程中,在弯曲处的干燥钢筋和刀具表面之间形成间隙,即具有单一曲率的几何特征,是由钢筋中的拉伸力引起的。基于弹性基础支撑拱梁的力学模型,对其间隙形状进行了分析。钢筋的压实刚度来源于近似钢筋压缩响应的幂律的线性化。推导了五阶微分方程,并在适当的边界条件下进行了求解,得到了局部间隙高度的表达式。应用最小能量原理,发现间隙通常延伸到弯曲两侧几何形状的平坦部分。其尺寸随弯曲角度和受力的增大而增大。它随弯曲半径、空腔高度、预压实水平和钢筋压实和弯曲刚度的增加而减小。如果将间隙高度表示为纤维体积分数的函数,则当拉伸力恒定时,间隙大小与纤维体积分数之间的相关性为负,当拉伸力随纤维体积分数的增加而增加时,间隙大小与纤维体积分数之间的相关性为正。这里导出的解决方案允许比以前的研究更详细地描述间隙和弯曲预制体的几何形状,从而可以进一步分析制造过程,例如预测在树脂转移成型过程中形成的间隙中的赛道跟踪效果。


Ferromagnetic amorphous Microwire based Meta-Composite absorber for Multi-Field modulation and extreme environment applications

Jing Yang, Changfeng Li, Jiaxin Liu, Xiong Lv, Yunlong Li, Yaqian Yang, Tangfeng Feng, Yunfei Wang, Baihong Chi, Faxiang Qin

doi:10.1016/j.compositesa.2025.109549

多场调制和极端环境应用的铁磁非晶微丝基元复合材料吸收体

Modern electromagnetic protection and radar stealth technologies require microwave-absorbing materials that exhibit high integration, robust environmental adaptability, and tunability. However, current research focuses on individual properties, creating a significant gap in developing high-performance stealth structural components with integrated multifunctionality. To bridge this gap, we propose a novel metacomposite incorporating ferromagnetic amorphous microwires, resistive square-loops, and glass fiber-reinforced epoxy. This metacomposite demonstrates excellent stealth performance, mechanical strength, thermal resistance, and field-induced tunability. Fabricated via vacuum-assisted resin transfer molding (VARTM), the optimized metacomposite achieves over 60 % absorption across the entire X-band and more than 90 % within 9.7–11.9 GHz. It also exhibits great tensile strength (487.5 MPa in axial direction), impact resistance (energy dissipation value of 9 J), and thermal stability (glass transition temperature is 163.41 °C). Furthermore, under external magnetic and thermal fields, the absorption peak achieves a 2.31 GHz blue shift and a 0.25 GHz red shift, respectively. In future research, arbitrarily shaped structural components can also be fabricated via the VARTM process, overcoming the formability limitations of conventional stealth metamaterials. By combining broadband absorption, multi-field tunability, mechanical robustness, and thermal adaptability, the developed metacomposite shows promising potential for applications in radar stealth and electromagnetic protection, especially under extreme operating conditions.

现代电磁保护和雷达隐身技术需要具有高集成度、强环境适应性和可调性的微波吸收材料。然而,目前的研究主要集中在单个性能上,在开发具有集成多功能的高性能隐身结构部件方面存在很大差距。为了弥补这一差距,我们提出了一种新型的超复合材料,包括铁磁非晶微线,电阻方环和玻璃纤维增强环氧树脂。这种超复合材料具有优异的隐身性能、机械强度、耐热性和场致可调性。通过真空辅助树脂传递成型(VARTM)制造,优化后的超复合材料在整个x波段的吸收率超过60% %,在9.7-11.9 GHz范围内的吸收率超过90% %。具有良好的抗拉强度(轴向487.5 MPa)、抗冲击性能(能量耗散值9 J)和热稳定性(玻璃化转变温度163.41 ℃)。此外,在外加磁场和热场作用下,吸收峰分别实现了2.31 GHz的蓝移和0.25 GHz的红移。在未来的研究中,还可以通过VARTM工艺制造任意形状的结构部件,克服传统隐身超材料的成形性限制。通过结合宽带吸收、多场可调性、机械稳健性和热适应性,所开发的超复合材料在雷达隐身和电磁保护方面具有广阔的应用前景,特别是在极端工作条件下。


Composites Part B: Engineering

Laser-engineered interfaces for fiber–metal laminates: Linking surface morphology, chemistry, and adhesion performance

Muhammad Adeel Khan, Aiman Mohd Halil, Uzair Naeem, Mohd Shukur Zainol Abidin, Muhammad Hafiz Hassan, Aslina Anjang Ab Rahman

doi:10.1016/j.composites b.2025.113368

激光工程界面的纤维-金属层压板:连接表面形态,化学,和粘附性能

Fiber–metal laminates are increasingly employed in aerospace, automotive, and marine structures due to the modern scientific pursuit of energy efficiency and structural performance. Adhesive bonding offers a lightweight alternative to mechanical fastening; however, achieving reliable bonding between dissimilar materials such as metals and composites remains challenging. This study explores untextured, single- and dual laser surface texturing (LST) to enhance interfacial adhesion in Al6061/E-glass composite laminate. A nanosecond (1064 nm) pulsed fiber laser was used to fabricate square and grid textures with two hatch distance: 0.1 mm, 0.2 mm on Al6061, while corresponding patterns were produced on E-glass composites at reduced power to prevent matrix degradation and fiber damage. The untextured configuration consisted of as-received Al6061 and composite laminates with peel-ply and Teflon imprints. Surface morphology was an alyzed using SEM, optical, and confocal microscopy, and quantified by areal parameters (Sa, Sq, Ssk, Sku, Sdr). Reduced hatch spacing and grid patterns exhibited enhanced surface morphology, bonding area, and balanced peak–valley distributions. EDX confirmed oxygen enrichment on Al6061, while FTIR revealed specific functional groups on textured composites. Wettability tests indicated complete wetting on Al6061 and higher contact angles on composites due to roughness-induced Cassie–Baxter states. Single-lap shear tests demonstrated significant strength improvement over peel-ply and Teflon baselines. Dual texturing showed marginal gains for certain conditions, whereas single-sided texturing at 0.2 mm achieved the highest performance. Overall, this study establishes a process–structure–property relation in LST, enabling predictive optimization of adhesion in hybrid joints for advanced lightweight structures.

由于现代科学对能源效率和结构性能的追求,金属纤维层压板越来越多地应用于航空航天、汽车和海洋结构中。粘合剂粘合提供了一种轻便的机械紧固替代方案;然而,在金属和复合材料等不同材料之间实现可靠的粘合仍然具有挑战性。本研究探讨了无纹理、单和双激光表面纹理(LST)来增强Al6061/ e-玻璃复合层压板的界面附着力。利用纳秒(1064 nm)脉冲光纤激光器在Al6061上制备了两种孔径分别为0.1 mm和0.2 mm的方形和网格纹理,并在E-glass复合材料上以低功率制备了相应的纹理,以防止基体降解和纤维损伤。无纹理结构由接收的Al6061和具有剥离层合和聚四氟乙烯压痕的复合层压板组成。 使用扫描电镜、光学显微镜和共聚焦显微镜分析表面形貌,并通过面积参数(Sa、Sq、Ssk、Sku、Sdr)进行量化。减小的舱口间距和栅格模式表现出增强的表面形貌、键合面积和平衡的峰谷分布。EDX证实了Al6061上的氧富集,而FTIR显示了织构复合材料上的特定官能团。润湿性测试表明,由于粗糙度引起的Cassie-Baxter状态,Al6061上的完全润湿和复合材料上的更高接触角。单圈剪切试验表明,与剥离层合和聚四氟乙烯基线相比,强度有显著提高。双面纹理在某些条件下表现出边际增益,而单面纹理在0.2 mm处表现出最高的性能。 总体而言,本研究在LST中建立了工艺-结构-性能关系,实现了先进轻量化结构混合接头粘附性的预测优化。


Composites Science and Technology

Strategic structural design of polyimide dielectrics toward superior high-temperature energy storage performance

Jing Ye, Ao Xu, Zhijia Wang, Hang Luo, Xiwen Yang, Sheng Chen

doi:10.1016/j.compscitech.2025.111514

聚酰亚胺电介质的战略性结构设计,以获得优异的高温储能性能

All-aromatic polyimide dielectric films will seriously lose their energy storage performance at high temperatures because of high conductive loss caused by the conjugation effect of benzene rings in the backbone and charge transfer effect, especially commercial Kapton film. In order to maintain the low leakage current and energy storage stability of polyimide under high temperature and electric field, a synergistic strategy is employed to synthesize Kapton-based cross-linked dielectric films, involving polyhedral oligomeric silsesquioxane (POSS) cross-linked structure and a partial aliphatic structure. The results show that the energy storage performance of cross-linked ternary polyimides is significantly enhanced at room temperature and high temperature due to the construction of a “peak-shaped barrier” that effectively suppresses charge injection and transport. The discharge energy densities at room temperature and 150 °C are 8.01 J/cm3 and 5.04 J/cm3, respectively, which are much higher than those of pure Kapton. This study provides a valuable strategy and insights for the development of polyimide dielectrics with high capacitive properties over a wide temperature range.

全芳香族聚酰亚胺介电膜在高温下由于苯环的共轭效应和电荷转移效应造成的高导电性损失会严重丧失其储能性能,尤其是商用Kapton膜。为了保持聚酰亚胺在高温和电场下的低漏电流和储能稳定性,采用协同策略合成了kapton基交联介质薄膜,包括多面体低聚硅氧烷(POSS)交联结构和部分脂肪族结构。结果表明,交联三元聚酰亚胺在室温和高温下的储能性能都得到了显著提高,这是由于构建了一个“峰状势垒”,有效地抑制了电荷注入和输运。室温和150℃下的放电能量密度分别为8.01 J/cm3和5.04 J/cm3,远高于纯卡普顿的放电能量密度。该研究为开发具有宽温度范围内高电容性能的聚酰亚胺介电材料提供了有价值的策略和见解。



来源:复合材料力学仿真Composites FEM
ACTMechanicalOpticalMAGNET振动复合材料化学隐身光学航空航天汽车UG海洋电场材料储能人工智能
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【新文速递】2025年11月17日复合材料SCI期刊最新文章

今日更新:Composite Structures 2 篇,Composites Part B: Engineering 2 篇,Composites Science and Technology 1 篇Composite StructuresAn inf-sup stable phase-field formulation for fracture of thermo-responsive hydrogels: Isotropic and transversely isotropic material modelsA. Valverde-González, P. Olivares-Rodríguez, J. Reinoso, B. Dortdivanliogludoi:10.1016/j.compstruct.2025.119785热响应性水凝胶断裂的一种稳定相场公式:各向同性和横向各向同性材料模型This investigation presents a comprehensive phase-field formulation for fracture an alysis of thermo-responsive hydrogels, encompassing both isotropic and transversely isotropic material models within an integrated thermo-chemo-mechanical framework. The proposed numerical approach addresses computational challenges through a mixed variational formulation that ensures inf-sup stability while maintaining robust fracture simulation capabilities. The finite element implementation employs quadratic interpolation functions for the displacement field and linear shape functions for the chemical potential (fluid pressure), temperature, and fracture fields. This formulation is implemented as a user-element subroutine UEL in ABAQUS, utilizing a Q2Q1Q1Q1 finite element formulation. The validation strategy comprises two key investigations. First, a comparative an alysis against the foundational work of Böger et al. (2017), pinpoints the capacity of the current formulation to achieve numerical stability while accurately capturing fracture limit states across varying temperature conditions. Second, the methodology is applied to simulate complex material behavior through the a nalysis of pre-notched specimens under combined swelling and mechanical loading conditions. This thorough assess ment provides valuable insights into the coupled chemical and mechanical responses of thermo-responsive hydrogels, demonstrating the ability of the proposed formulation in simulating these advanced materials.本研究提出了一个用于热响应性水凝胶断裂分析的综合相场公式,包括各向同性和横向各向同性材料模型,在一个集成的热化学力学框架内。所提出的数值方法通过混合变分公式解决了计算难题,确保了压裂稳定性,同时保持了强大的压裂模拟能力。有限元实现对位移场采用二次插值函数,对化学势(流体压力)、温度和裂缝场采用线性形状函数。该公式在ABAQUS中作为用户元素子程序UEL实现,利用Q2Q1Q1Q1有限元公式。验证策略包括两个关键的调查。首先,与Böger等人(2017)的基础工作进行对比分析,确定了当前公式在实现数值稳定性的同时,在不同温度条件下准确捕获断裂极限状态的能力。其次,通过分析预缺口试件在膨胀和机械载荷联合作用下的复杂材料行为,将该方法应用于模拟材料行为。这项全面的评估为热响应水凝胶的耦合化学和机械响应提供了有价值的见解,证明了所提出的配方在模拟这些先进材料方面的能力。Advances in 4D printing of polymeric composite s mart materialsSandeep Olhan, Bindu Antil, P. Maimí, B.K. Beheradoi:10.1016/j.compstruct.2025.119859高分子复合智能材料的4D打印研究进展4D printing, an advanced evolution of 3D printing, has revolutionized the fabrication of s mart materials that can dynamically change shape and adapt their functionality over time when exposed to external stimuli. These materials hold significant promise for use in aerospace, biomedical engineering, soft robotics, and s mart textiles, where responsiveness and adaptability are crucial. This review provides an in-depth ana lysis of latest advancements in 4D printing of polymeric composite s mart materials (4D-PCS M), focusing on key aspects such as material selection, fibre functionalities, structural design, printing techniques, and activation stimuli. Additionally, the study examines critical printing parameters, computational design-strategies, and both current and emerging applications. The review further addresses major challenges such as precise shape-morphing, enhanced mechanical robustness, and sustainable development of 4D-PCS M. Emerging trends, including AI-driven design optimization, bio-based polymer advancement, and high-resolution printing techniques, are also discussed as key drivers of future innovations. This document serves as a guiding framework for researchers and industry professionals, bridging the gap between material science and additive manufacturing. Although 4D printing is still in its embryonic developmental stages, the field holds significant promise to drive next-generation s mart materials with dynamic, adaptive, and multifunctional properties, paving the way for groundbreaking applications across various industries.4D打印是3D打印的先进发展,它彻底改变了智能材料的制造,当暴露于外部刺 激时,智能材料可以随着时间的推移动态改变形状并适应其功能。这些材料在航空航天、生物医学工程、软机器人和智能纺织品等领域具有重要的应用前景,在这些领域,响应能力和适应性至关重要。本文综述了聚合物复合智能材料(4D- pcs m) 4D打印的最新进展,重点介绍了材料选择、纤维功能、结构设计、打印技术和激活刺 激等关键方面。此外,该研究还考察了关键的打印参数、计算设计策略以及当前和新兴的应用。本文进一步讨论了3d - pcs m的主要挑战,如精确的形状变形、增强的机械稳健性和可持续发展。新兴趋势,包括人工智能驱动的设计优化、生物基聚合物的进步和高分辨率打印技术,也被认为是未来创新的关键驱动因素。该文件为研究人员和行业专业人士提供了指导框架,弥合了材料科学和增材制造之间的差距。尽管4D打印仍处于萌芽发展阶段,但该领域有望推动具有动态、自适应和多功能特性的下一代智能材料,为各行各业的突破性应用铺平道路。Composites Part B: EngineeringSynergistic Augmentation of Mechanical and Tribological Properties in Bionic Mortise-Tenon Carbon Fiber/Epoxy CompositesYameng Wan, Longlong Zhang, Bingli Pan, Hongyu Liu, Liming Zhu, Yingying Lv, Menghan Li, Huaying Lu, Yibin Zhang, Zhengke Li, Honggang Wangdoi:10.1016/j.composites b.2025.113202仿生榫卯碳纤维/环氧复合材料力学和摩擦学性能的协同增强This study proposed a novel interface enhancement and synergistic lubrication strategy to improve the mechanical and tribological properties of carbon fiber epoxy composites (CFRPs) and expanded their application in wear-resistant and trans mission components. Three-dimensional (3D) CF/PDA/GO/PW reinforced structures were constructed by modifying the surface of carbon fiber (CF) with polydopamine (PDA) and grappling graphene oxide (GO) as “tenon”. At the same time, the epoxy resin (EP) matrix serves as “mortise,” resulting in an EP/CF/PDA/GO/PW composite material with a biomimetic tenon slot structure. This structure significantly improved the interface bonding strength and mechanical properties across the thickness of the composite material. In addition, phase-change lubricant paraffin wax (PW) was incorporated into the reinforcement to improve tribological performance. The experimental results showed that the interfacial shear strength of the modified CF was significantly improved by 19.26% compared with the pure CF. The tensile strength and tensile modulus of the composite materials were increased by 29.81% and 14.77% compared to pure EP material when the mass ratio of GO to PW was 1:3, respectively, owing to the robust mortise-tenon connection structure. Also, it showed outstanding tribological properties, which reduced the coefficient of friction (COF) and wear rate by 87.95% and 20.93%, respectively, compared to pure EP. The results of the experiments consistent with molecular dynamics (MD) simulations indicated that the synergistic lubrication effect between CF, GO, and PW was the key mechanis m contributing to the significant improvement in the tribological properties of the composite materials.本研究提出了一种新的界面增强和协同润滑策略,以提高碳纤维环氧复合材料(CFRPs)的力学和摩擦学性能,并扩大其在耐磨和传动部件中的应用。以聚多巴胺(PDA)和氧化石墨烯(GO)作为“榫”,对碳纤维(CF)表面进行修饰,构建了三维(3D) CF/PDA/GO/PW增强结构。同时,环氧树脂(EP)基体作为“榫卯”,形成具有仿生榫槽结构的EP/CF/PDA/GO/PW复合材料。这种结构显著提高了复合材料的界面结合强度和机械性能。此外,在增强材料中加入了相变润滑剂石蜡(PW),提高了增强材料的摩擦学性能。实验结果表明,当氧化石墨烯与PW的质量比为1:3时,改性后的CF界面抗剪强度比纯CF提高了19.26%,复合材料的抗拉强度和抗拉模量分别比纯EP材料提高了29.81%和14.77%,这主要是由于其坚固的榫头连接结构。与纯EP相比,其摩擦系数(COF)和磨损率分别降低了87.95%和20.93%。与分子动力学(MD)模拟结果一致的实验结果表明,CF、GO和PW之间的协同润滑作用是复合材料摩擦学性能显著改善的关键机制。VCT-Based Buckling Load Prediction in Unstiffened CFRP Cylinders: Assess ment of Predictive Robustness Under Varied Imperfection Maps and Modifications to the Arbelo Characteristic ChartA. Gliszczynski, F. Franzoni, R. Degenhardt, T.D. Baciudoi:10.1016/j.composites b.2025.113201基于vct的非加筋CFRP钢瓶屈曲载荷预测:不同缺陷图下的预测鲁棒性评估及对Arbelo特征图的修正This study presents a comprehensive evaluation of the predictive accuracy and robustness of the Vibration Correlation Technique (VCT) for estimating the buckling load of unstiffened cylindrical CFRP shells under axial compression. The an alysis combines experimental and numerical data for ten cylinders (Z15–Z26), incorporating measured maps of mid-surface imperfections and thickness variations. The numerical investigation was extended to include modified imperfection scenarios through scaling and inversion of the original maps. Buckling load predictions were obtained using the standard Arbelo-type approach (as originally proposed) and several alternative formulations, differing in the definitions of the unloaded natural frequency and reference critical buckling load. Results show that both the standard Arbelo-type approach and its modified variant—based on a redefinition of the reference critical buckling load—provide accurate and consistently conservative predictions. VCT estimations remained stable across a wide range of imperfection amplitudes, confirming the method’s robustness. Gradient-based a nalysis enabled anomaly detection within large datasets, often linked to cases where local buckling preceded global instability. These anomalies can be mitigated by incorporating higher-order vibration modes. The influence of imperfection direction was found to be moderate, with original and inverted maps producing comparable prediction deviation distributions. Although the modified formulation yields more conservative results, statistical an alysis does not support its overall superiority over the standard Arbelo-type chart. The findings confirm that VCT offers a reliable, nondestructive framework for buckling load prediction across diverse imperfection scenarios. The proposed modifications may be beneficial in selected cases, but the standard Arbelo-based approach remains a robust and practical baseline.本文综合评价了振动相关技术(VCT)在预估未加筋CFRP圆柱壳轴压下屈曲载荷时的预测精度和鲁棒性。分析结合了10个圆柱体(Z15-Z26)的实验和数值数据,结合了中间表面缺陷和厚度变化的测量图。通过对原始地图的缩放和反演,将数值研究扩展到包括修正的缺陷场景。屈曲载荷预测使用标准arbelo型方法(如最初提出的)和几种替代公式,在卸载固有频率和参考临界屈曲载荷的定义上有所不同。结果表明,标准arbelo型方法及其基于参考临界屈曲载荷重新定义的修正变体都提供了准确且一致的保守预测。VCT估计在很大的不完美幅度范围内保持稳定,证实了该方法的鲁棒性。基于梯度的分析可以在大型数据集中进行异常检测,通常与局部屈曲先于全局不稳定的情况有关。这些异常可以通过结合高阶振动模式来缓解。发现缺陷方向的影响是温和的,原始和倒立的地图产生可比的预测偏差分布。虽然修改后的公式得到了更保守的结果,但统计分析并不支持其优于标准arbelo型图表。研究结果证实,VCT为各种缺陷情况下的屈曲载荷预测提供了可靠、无损的框架。建议的修改在某些情况下可能是有益的,但是基于arbelo的标准方法仍然是一个健壮和实用的基线。Composites Science and TechnologyMultilayer design and multi-objective optimization of neutron shielding composites by means of MCNP simulation and machine learningBenben Liu, Yizhuo Gu, Ruiqi Guo, Shaokai Wang, Min Lidoi:10.1016/j.compscitech.2025.111451 基于MCNP仿真和机器学习的中子屏蔽复合材料多层设计与多目标优化To meet neutron shielding and lightweight requirements, fiber-reinforced polymer matrix composites offer significant advantages as multifunctional materials with both structural and shielding capabilities. Owing to their inherent multicomponent and multilayered configurations, selecting suitable reinforcements and optimizing multilayer structure remains challenging. This study addresses the design and multi-objective optimization of multilayer composite shielding structures for neutron radiation protection. Monte Carlo N-Particle (MCNP) simulation method is adopted to predict radiation shielding property of various composites. A homogeneous model is first employed to examine the effects of typical shielding fillers (B4C and WO3) on the effective neutron dose in an epoxy resin matrix across the full neutron energy spectrum. Subsequently, an idealized layered structure model is used to clarify material composition strategies and multi-layer design principles for epoxy resin matrix composite. The results show that for fast neutron protection, a bilayer configuration with a high-Z material as the front layer and a hydrogen-rich matrix as the rear layer is optimal. For slow neutron protection, multilayer configurations demonstrate significant advantages: a 128-layer structure can reduce the effective dose of slow neutrons by up to 30 % compared with a bilayer structure. Furthermore, a multi-objective optimization strategy is proposed for multilayer structures by integrating MCNP simulations with machine learning, which can optimize shielding efficiency, structural thickness, and overall mass. Among six regression algorithms, a three-layer neural network model is chosen, which achieves high prediction precision. This approach optimizes both the minimum-dose configuration at fixed thickness and the minimum-weight configuration at fixed dose, providing efficient design guidelines for multilayer composite shielding.为了满足中子屏蔽和轻量化的要求,纤维增强聚合物基复合材料作为兼具结构和屏蔽能力的多功能材料具有显著的优势。由于其固有的多组分和多层结构,选择合适的增强材料和优化多层结构仍然是一个挑战。研究了用于中子辐射防护的多层复合屏蔽结构的设计与多目标优化。采用蒙特卡罗n粒子(MCNP)模拟方法对各种复合材料的辐射屏蔽性能进行了预测。本文首先采用均匀模型研究了典型屏蔽填料(B4C和WO3)在全中子能谱范围内对环氧树脂基体中有效中子剂量的影响。随后,利用理想分层结构模型阐明了环氧树脂基复合材料的材料组成策略和多层设计原则。结果表明,对于快中子防护,以高z材料为前层,富氢基质为后层的双层结构是最优的。对于慢中子防护,多层结构显示出显著的优势:与双层结构相比,128层结构可以减少多达30%的慢中子有效剂量。此外,将MCNP仿真与机器学习相结合,提出了多层结构的多目标优化策略,可以优化屏蔽效率、结构厚度和总质量。在六种回归算法中,选择了三层神经网络模型,实现了较高的预测精度。该方法优化了固定厚度下的最小剂量配置和固定剂量下的最小重量配置,为多层复合屏蔽提供了有效的设计指导。来源:复合材料力学仿真Composites FEM

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