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Laser texturing and thermal oxidation: a dual surface engineering strategy boosting wear resistance of zirconium alloy 激光织构和热氧化:提高锆合金耐磨性的双重表面工程策略
IF 3.6 3区 材料科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-12-23 DOI: 10.1007/s10999-025-09824-x
Qingchun Zheng, Jiachen Zhang, Zhitao Cao, Jiali Hao, Ya Chen, Chunqiu Zhang, Yahui Hu

Zirconium (Zr)-based alloys have great potential for orthopedic implants due to their excellent mechanical properties, corrosion resistance, and biocompatibility. However, untreated Zr-based alloys exhibit inadequate wear resistance, which limits their service life as joint prostheses. This study employed a combined surface texturing and thermal oxidation approach to enhance wear resistance. Biomimetic micro-textures were fabricated on the alloy surface via laser processing, followed by high-temperature oxidation to produce a textured ceramic coating. The influence of micro-texture diameter on anti-friction performance was systematically investigated. Surface modification treatment has significantly enhanced the hardness and roughness of the samples by several times and greatly improved the wetting performance. The contact angle decreased by approximately 56% (± 1.8%) after texturing treatment and further reduced by 16% (± 5.7%) after high-temperature oxidation. Friction test revealed that ceramic-textured specimens outperformed smooth surfaces in terms of friction reduction and wear resistance. Specifically, the friction coefficient was reduced by 25.29% (± 2.4%), with a maximum wear reduction rate of 27.7%. This study provides a novel strategy for improving the surface properties of Zr-based alloys.

锆基合金具有优异的力学性能、耐腐蚀性和生物相容性,在骨科植入物中具有很大的应用潜力。然而,未经处理的锆基合金表现出不足的耐磨性,这限制了它们作为关节假体的使用寿命。本研究采用表面织构和热氧化相结合的方法来提高耐磨性。通过激光加工在合金表面制备仿生微织构,然后进行高温氧化制备织构陶瓷涂层。系统地研究了微织构直径对抗磨性能的影响。表面改性处理使样品的硬度和粗糙度明显提高了数倍,润湿性能也得到了很大的改善。变形处理后的接触角降低了56%(±1.8%),高温氧化处理后的接触角进一步降低了16%(±5.7%)。摩擦试验表明,陶瓷织构试样在减少摩擦和耐磨性方面优于光滑表面。具体来说,摩擦系数降低了25.29%(±2.4%),最大磨损降低率为27.7%。该研究为改善锆基合金的表面性能提供了一种新的策略。
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引用次数: 0
Dual-objective customized design of mechanical responses and mass transport characteristics for TPMS bone scaffolds TPMS骨支架力学响应和质量传输特性双目标定制设计
IF 3.6 3区 材料科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-12-23 DOI: 10.1007/s10999-025-09833-w
Hangming Shen, Chaojie Song, Lihong Yang

In bone tissue engineering, achieving a balance between mechanical properties and mass transport capabilities is essential for designing porous scaffolds. This study proposes a dual-objective optimization design method based on triply periodic minimal surface (TPMS) structures, aiming to simultaneously satisfy the requirements for elastic modulus and permeability. Three types of TPMS structures—Diamond (D), Gyroid (G), and IWP—were constructed in both sheet and rod forms. The effects of structural parameters, including porosity and unit cell size, on the elastic modulus and permeability of the scaffolds were systematically investigated. Finite element analysis and computational fluid dynamics simulations were conducted to establish empirical formulas relating structural parameters to mechanical and transport performance, which were subsequently validated experimentally with high predictive accuracy. On this basis, orthogonal experiments and entropy weight analysis were employed to quantitatively evaluate the influence of structural parameters on the two performance indicators, and a comprehensive performance optimization strategy was proposed. The results show that porosity is the most significant factor affecting elastic modulus, while unit cell size is the dominant factor influencing permeability. Among the structures, the IWP type demonstrates superior performance in both mechanical and transport characteristics. This study provides a theoretical foundation and quantitative tools for the personalized design of TPMS bone scaffolds, offering promising potential for clinical applications.

在骨组织工程中,实现力学性能和质量运输能力之间的平衡对于设计多孔支架至关重要。提出了一种基于三周期最小表面结构的双目标优化设计方法,以同时满足弹性模量和渗透率要求。三种类型的TPMS结构-金刚石(D), Gyroid (G)和iwp -分别以片状和棒状形式构建。系统地研究了孔隙率和细胞尺寸等结构参数对支架弹性模量和渗透性的影响。通过有限元分析和计算流体力学模拟,建立了结构参数与力学和输运性能相关的经验公式,并进行了实验验证,具有较高的预测精度。在此基础上,采用正交试验和熵权分析定量评价结构参数对两项性能指标的影响,并提出综合性能优化策略。结果表明,孔隙度是影响弹性模量最显著的因素,而孔芯尺寸是影响渗透率的主要因素。其中,IWP型在力学性能和输运性能方面均表现出优越的性能。本研究为TPMS骨支架的个性化设计提供了理论基础和定量工具,具有良好的临床应用前景。
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引用次数: 0
Transient behaviors of curved zigzag nanobeams via finite element doublet mechanics theory 基于有限元重态力学理论的弯曲之字形纳米梁的瞬态行为
IF 3.6 3区 材料科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-12-23 DOI: 10.1007/s10999-025-09817-w
Armagan Karamanli, Seunghye Lee, Nuttawit Wattanasakulpong, Thuc P. Vo

This paper presents a novel investigation into the transient dynamic behavior of curved zigzag nanobeams using the Finite Element Doublet Mechanics (FEDM) theory. A sinusoidal shear deformation theory is employed to capture shear effects, while size-dependent behavior is introduced through a length scale parameter within the Doublet Mechanics framework. The model accounts for a range of boundary conditions, open angles, aspect ratios, and time-dependent loading profiles, including step, sinusoidal, blast, and triangular functions. Validation is performed through comparisons with molecular dynamics simulations and classical continuum beam theories. Results reveal that curvature, boundary conditions, and scale effects significantly influence the transient response. Overall, the study demonstrates the effectiveness of the FEDM theory in accurately predicting nanoscale beam dynamics and offers a robust tool for micro- and nanoscale structural analysis.

本文利用有限元双重态力学理论对弯曲之字形纳米梁的瞬态动力学行为进行了新的研究。采用正弦剪切变形理论来捕捉剪切效应,而尺寸依赖的行为是通过长度尺度参数在双元力学框架内引入的。该模型考虑了一系列边界条件、开角、纵横比和随时间变化的加载剖面,包括阶跃函数、正弦函数、爆炸函数和三角函数。通过与分子动力学模拟和经典连续束理论的比较验证了本文的理论。结果表明,曲率、边界条件和尺度效应对瞬态响应有显著影响。总的来说,该研究证明了FEDM理论在准确预测纳米尺度光束动力学方面的有效性,并为微纳米尺度结构分析提供了一个强大的工具。
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引用次数: 0
A novel piezoelectric smart bearing for self-powered crack fault detection in rotating machinery: electromechanical modelling and experiments 一种用于旋转机械自供电裂纹故障检测的新型压电智能轴承:机电建模与实验
IF 3.6 3区 材料科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-12-22 DOI: 10.1007/s10999-025-09819-8
Ali Nezhadrezaei, Reza Ebrahimi

Active health monitoring and fault diagnosis methods are essential to improve the safety and reliability of rotating machineries and to prevent from catastrophic failure. The conventional fault diagnosis methods require battery-support sensors. This paper presents a novel piezoelectric smart bearing to fulfill fault detection without using battery-support sensors. An electromechanical coupling model of the unbalanced flexible rotor with piezoelectric smart bearings is established using the prominent principle of piezoelectric transducers and Lagrange equation. This model also takes in to account the nonlinearity due to the breathing transverse crack. Numerical exploration for the voltage response when the crack grows deeper is performed using the frequency response, orbit diagram, power spectrum and bifurcation diagram. Then, a test rig has been designed and built for experimental validation. The obtained results show that the voltage responses of the system contain the fault characteristic frequencies. So, the proposed smart bearing is capable of detecting the unbalance and crack faults and can be used for self-powered condition monitoring of rotating machines.

主动健康监测和故障诊断方法对于提高旋转机械的安全性和可靠性,防止灾难性故障的发生至关重要。传统的故障诊断方法需要电池支持传感器。本文提出了一种新型的压电智能轴承,可以在不使用电池支撑传感器的情况下实现故障检测。利用压电换能器的突出原理和拉格朗日方程,建立了带有压电智能轴承的不平衡柔性转子的机电耦合模型。该模型还考虑了横向呼吸裂纹引起的非线性。利用频率响应、轨道图、功率谱和分岔图对裂纹加深时的电压响应进行了数值研究。然后,设计并搭建了实验平台进行实验验证。结果表明,系统的电压响应包含故障特征频率。因此,所提出的智能轴承具有检测不平衡和裂纹故障的能力,可用于旋转机械的自供电状态监测。
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引用次数: 0
Experimental and numerical investigation of joint geometry effects on the mechanical integrity of 3D-printed polymer bonded structures 三维打印聚合物键合结构中接头几何形状对机械完整性影响的实验与数值研究
IF 3.6 3区 材料科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-12-21 DOI: 10.1007/s10999-025-09846-5
Fatih Huzeyfe Öztürk, Muhammet Mevlüt Karaca, Ahmet Fatih Yılmaz, Ali Kafalı

Additive manufacturing, particularly fused filament fabrication (FFF), has become an important technique for producing lightweight and geometrically complex polymer structures, yet the reliable integration of these parts into structural assemblies requires effective joining strategies. Adhesive bonding offers significant advantages over mechanical fastening by enabling uniform stress transfer and compatibility with dissimilar materials, but the mechanical integrity of bonded 3D-printed joints is strongly influenced by both adherend material and joint geometry. This study explores the effects of adherend material (PLA and PETG) and joint geometry, single lap joint (SLJ), notched SLJ (NSLJ), and curved joint (CJ) on failure loads and fracture behavior. Specimens were manufactured via fused filament fabrication (FFF) and bonded using a methacrylate-based structural adhesive. A cohesive zone model (CZM) was developed to simulate load–displacement responses and predict failure initiation and progression. The novelty of this work lies in the combined experimental and numerical investigation of how joint geometry and material selection affect the mechanical integrity of bonded 3D-printed components. Among the tested configurations, curved joints showed the highest failure loads, while notched joints performed the weakest. CZM simulations accurately predicted experimental behavior, with deviations ranging from 1.03% to 9.77%. Failure modes varied with both material and geometry, including adhesive cohesive failure and adherend fracture. These findings offer a framework for enhancing the reliability of polymer bonded joints in additive manufacturing, supporting failure prevention through informed design.

增材制造,特别是熔丝制造(FFF),已经成为生产轻量化和几何复杂聚合物结构的重要技术,但将这些部件可靠地集成到结构组件中需要有效的连接策略。通过实现均匀的应力传递和与不同材料的相容性,粘接比机械紧固具有显著的优势,但粘接3d打印接头的机械完整性受到粘附材料和接头几何形状的强烈影响。本研究探讨了粘附材料(PLA和PETG)和接头几何形状、单搭接(SLJ)、缺口SLJ (NSLJ)和弯曲接头(CJ)对破坏载荷和断裂行为的影响。样品通过熔融长丝制造(FFF)制造,并使用甲基丙烯酸酯基结构粘合剂粘合。建立了一个内聚区模型(CZM)来模拟荷载-位移响应并预测破坏的发生和发展。这项工作的新颖性在于结合实验和数值研究如何连接几何形状和材料选择影响粘合3d打印部件的机械完整性。其中,弯曲节点的破坏荷载最大,缺口节点的破坏荷载最弱。CZM模拟准确地预测了实验行为,偏差范围为1.03% ~ 9.77%。破坏模式随材料和几何形状的不同而变化,包括粘接内聚破坏和粘接断裂。这些发现为增强增材制造中聚合物粘合接头的可靠性提供了一个框架,通过明智的设计支持故障预防。
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引用次数: 0
Numerical study on the influence of common rail pipe on rail pressure fluctuation characteristics in high pressure common rail injection system (HPCRIS) of diesel engine 柴油机高压共轨喷射系统共轨管对轨道压力波动特性影响的数值研究
IF 3.6 3区 材料科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-12-20 DOI: 10.1007/s10999-025-09845-6
Wentao Yuan, Miaomiao Qiu, Xinkai Ding, Hongzhen Wei, Xinlei Ding

High pressure common rail pipe is mainly used for storing high pressure fuel, maintaining stable pressure in the common rail pipe, and distributing the fuel to each injector. Therefore, the stability characteristics of common rail pressure determine the stability of fuel injection and engine. This paper first analyzes the composition and working principles of the high pressure common rail injection system for diesel engines, and establishes mathematical models for its key components. Secondly, based on numerical simulation and using AMESim, the simulation model of the diesel engine high-pressure common rail system was built, and the accuracy of the established simulation model was verified based on the high-pressure common rail system test bench built. Then, a detailed study was conducted on the rail pressure fluctuation characteristics of the common rail pipe, mainly analyzing the effects of injection target rail pressure, injection pulse width, common rail pipe length, common rail pipe inner diameter, common rail pipe wall thickness, and common rail pipe material on the rail pressure characteristics. Research has shown that the maximum peak value of rail pressure fluctuation follows a linear function relationship with the length and inner diameter of the common rail pipe, while the average rail pressure fluctuation follows a polynomial function relationship with the length and inner diameter of the common rail tube. Within the range of the studied parameters, the target rail pressure has the greatest impact on the peak rail pressure fluctuation, and the common rail pipe diameter has the most significant suppression on the average rail pressure fluctuation. Finally, based on the AMESim rail pressure fluctuation curve mentioned above, Fluent were used to preliminarily study the internal flow field characteristics of the common rail pipe at different outlets during the stable pressure stage with a target rail pressure of 150 MPa. Through the research in this paper, certain references can be provided for the design and optimization of common rail tubes in high-pressure common rail injection system.

高压共轨管主要用于储存高压燃油,保持共轨管内压力稳定,并将燃油分配到各喷油器。因此,共轨压力的稳定特性决定了燃油喷射和发动机的稳定性。本文首先分析了柴油机高压共轨喷射系统的组成和工作原理,并对其关键部件建立了数学模型。其次,在数值仿真的基础上,利用AMESim软件建立了柴油机高压共轨系统的仿真模型,并基于搭建的高压共轨系统试验台对所建立的仿真模型的准确性进行了验证。然后,对共轨管的轨压波动特性进行了详细的研究,主要分析了注射靶轨压、注射脉冲宽度、共轨管长度、共轨管内径、共轨管壁厚、共轨管材料对轨压特性的影响。研究表明,钢轨压力波动的最大峰值与共轨管长度和内径呈线性函数关系,平均钢轨压力波动与共轨管长度和内径呈多项式函数关系。在研究参数范围内,目标轨压对峰值轨压波动的影响最大,共轨管径对平均轨压波动的抑制最显著。最后,基于上述AMESim的轨压波动曲线,采用Fluent软件对目标轨压为150 MPa的稳压阶段共轨管不同出口的内部流场特性进行了初步研究。通过本文的研究,可以为高压共轨喷射系统共轨管的设计和优化提供一定的参考。
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引用次数: 0
Comprehensive analysis on the thermal performance of circular-perforated rectangular fin with internal heat generation using Chelyshkov polynomial operational matrix-based collocation approach 采用基于车里什科夫多项式运算矩阵的配置方法对带内热的圆孔矩形翅片热性能进行综合分析
IF 3.6 3区 材料科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-09-08 DOI: 10.1007/s10999-025-09815-y
R S Varun Kumar, S K Abhilasha, Mavinakere Eshwaraiah Raghunandan, Amal Abdulrahman, R Naveen Kumar

Perforated fins have been regarded as one of the most effective ways in fin optimization and are used in film cooling turbine blades. The convective heat transfer from a rectangular fin with circular perforations by considering the effect of internal heat generation, is studied in this analysis. The solution to the modelled heat transfer-perforation fin problem is explored using the Chelyshkov polynomial collocation method. The operational-matrix form of the heat transfer-perforation fin problem is established using this collocation method. The governing heat equation is developed and is transformed into a dimensionless ordinary differential equation (ODE) using appropriate dimensionless variables. This equation is solved via matrix based Chelyshkov polynomial collocation approximations (MBCPCA). The comparison with alternative approaches to solving the perforated fin equation is executed, and an error analysis is also presented. The effect of parameters, including the number of perforations and their geometrical dimensions, is considered in this analysis. The variation in thermal profiles for various parameters is illustrated through tabulated and graphical statistics. The outcomes demonstrated that the perforated fin with circular holes exhibited a lower fin temperature than the non-perforated one. The rate of heat transmission is increased by 39.83% when the Biot number is increased from 1 to 2.

穿孔翅片被认为是最有效的翅片优化方法之一,在气膜冷却涡轮叶片中得到广泛应用。本文研究了考虑内部生热影响的矩形圆孔翅片对流换热问题。采用车里什科夫多项式配置法对模拟传热穿孔翅片问题进行了求解。利用这种配置方法,建立了换热穿孔翅问题的运算矩阵形式。建立了控制热方程,并利用适当的无量纲变量将其转化为无量纲常微分方程。该方程通过基于矩阵的车里什科夫多项式搭配近似(MBCPCA)求解。并与其他求解多孔翅片方程的方法进行了比较,并进行了误差分析。在此分析中考虑了参数的影响,包括射孔数量及其几何尺寸。通过表格和图形统计说明了各种参数下热剖面的变化。结果表明,带孔圆孔的翅片温度比不带孔的翅片温度低。当Biot数从1增加到2时,传热率提高了39.83%。
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引用次数: 0
Generative adversarial network for stress-minimizing topology optimization 应力最小化拓扑优化的生成对抗网络
IF 3.6 3区 材料科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-09-01 DOI: 10.1007/s10999-025-09811-2
Xiaomei Huang, Shijiang Li, Congmin Miao, Liang Hou, Yun Chen

Topology optimization plays a critical role in structural design. However, stress-related problems typically involve computationally intensive sensitivity and finite element analysis, making traditional iterative methods costly and inefficient. In this study, an efficient stress-minimizing topology optimization method is proposed using a conditional generative adversarial network (cGAN) based on the residual U-shaped convolutional neural network (ResUNet) model. The von Mises stress field computed from the first iteration of the Solid Isotropic Material with Penalization (SIMP) method is incorporated into the generator as a physical prior to improve the accuracy and mechanical consistency of the generated topologies. A dataset is constructed using the SIMP method under random boundary conditions, volume fractions, and external loads, with the optimization problem solved using the Method of Moving Asymptotes (MMA). Global stress is evaluated using the p-norm function. The generative performance of convolutional neural network (CNN)-cGAN, U-shaped (U-Net)-cGAN, ResUNet-generative adversarial network (GAN), and ResUNet-cGAN models is systematically compared. The proposed method is validated on cantilever and MBB beam cases. Results show that the topologies generated by ResUNet-cGAN closely resemble those produced by the SIMP method, while significantly reducing computation time. This study demonstrates the feasibility of deep learning for efficient stress-related topology optimization.

拓扑优化在结构设计中起着至关重要的作用。然而,与应力相关的问题通常涉及计算密集的灵敏度和有限元分析,使得传统的迭代方法成本高且效率低。本文提出了一种基于残差u形卷积神经网络(ResUNet)模型的条件生成对抗网络(cGAN)的应力最小化拓扑优化方法。利用固体各向同性材料惩罚法(SIMP)的第一次迭代计算得到的von Mises应力场作为物理先验被整合到生成器中,以提高生成拓扑的精度和机械一致性。在随机边界条件、体积分数和外部载荷条件下,采用SIMP方法构建数据集,并采用移动渐近线法(MMA)求解优化问题。使用p-范数函数评估全局应力。系统比较了卷积神经网络(CNN)-cGAN、u形(U-Net)-cGAN、resunet -生成对抗网络(GAN)和ResUNet-cGAN模型的生成性能。在悬臂梁和MBB梁两种情况下对该方法进行了验证。结果表明,reunet - cgan生成的拓扑与SIMP方法生成的拓扑非常相似,同时显著减少了计算时间。该研究证明了深度学习用于高效应力相关拓扑优化的可行性。
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引用次数: 0
Study on the influence of spring parameters on the electromechanical behavior of circular dielectric elastomer membrane-spring actuators 弹簧参数对圆形介电弹性体膜-弹簧作动器机电性能影响的研究
IF 3.6 3区 材料科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-08-28 DOI: 10.1007/s10999-025-09813-0
Cheng Yuan, Guanghong Miao, Shun Li, Silu Zhao, Shiqiang Zhu

Based on the principle of non-equilibrium thermodynamics and the theory of nonlinear dissipative dielectrics, this study develops a physical model to describe the viscoelastic electromechanical behavior of a circular dielectric elastomer membrane-spring actuator. Through theoretical analysis and numerical simulations, this study investigates the influence of spring parameters on the viscoelastic electromechanical behavior of the actuator under both constant and periodic loading conditions. It further proposes a regulation method to achieve the desired electromechanical response under different forces by appropriately tuning the spring parameters. The research results indicate that under constant loading conditions, the electromechanical response of the membrane can be either enhanced or suppressed by adjusting the spring’s initial length and stiffness. Specifically, the initial length primarily determines whether the response is enhanced or suppressed, while the stiffness predominantly influences the response amplitude. Furthermore, a functional relationship among the force, spring parameters, and the steady-state downward displacement of the disk has been established. This relationship allows the system to achieve the same steady-state deformation under varying forces by appropriately tuning the spring parameters, thereby enabling response optimization under non-ideal loading conditions. Under periodic excitation by force and voltage, the actuator exhibits stable oscillatory behavior, with the spring parameters continuing to play a crucial regulatory role. Specifically, these parameters significantly affect both the amplitude of the dynamic response and the time required for the system to reach steady-state oscillations. This study aims to provide theoretical guidance for the structural design and performance optimization of circular dielectric elastomer membrane-spring actuators in applications such as soft robotics, artificial heart pumps, and soft fluidic pumps.

基于非平衡热力学原理和非线性耗散介电学理论,建立了描述圆形介电弹性体膜-弹簧作动器粘弹性机电行为的物理模型。通过理论分析和数值模拟,研究了在恒定和周期性加载条件下,弹簧参数对作动器粘弹性机电性能的影响。进一步提出了一种调节方法,通过对弹簧参数进行适当的调整,在不同的力作用下实现所需的机电响应。研究结果表明,在恒定载荷条件下,通过调整弹簧的初始长度和刚度,可以增强或抑制膜的机电响应。具体而言,初始长度主要决定响应是增强还是抑制,而刚度主要影响响应幅度。此外,还建立了力、弹簧参数与盘的稳态向下位移之间的函数关系。这种关系允许系统通过适当调整弹簧参数在不同力下实现相同的稳态变形,从而实现非理想负载条件下的响应优化。在力和电压的周期性激励下,执行器表现出稳定的振荡行为,弹簧参数继续发挥重要的调节作用。具体来说,这些参数显著影响动态响应的幅度和系统达到稳态振荡所需的时间。本研究旨在为圆形介质弹性体膜弹簧作动器在软机器人、人工心脏泵、软流体泵等应用中的结构设计和性能优化提供理论指导。
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引用次数: 0
Dynamic impact and blast behaviors of biomechanically inspired Victoria cruziana vein sandwich plate with variable structural geometries 具有可变几何结构的生物力学启发的维多利亚静脉夹层板的动态冲击和爆炸行为
IF 3.6 3区 材料科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-08-28 DOI: 10.1007/s10999-025-09782-4
Peng Guan, Chao Hao, Saiya Gong, Yankun Chen

To address the challenge of lightweight and high-performance structural design, a novel bionic sandwich plate (VP) inspired by the vein structure of Victoria cruziana leaves is proposed. The mechanical behavior of VPs under impact and blast loading is systematically investigated using finite element simulations. The study explores the influence of key structural parameters, including core distribution, wall thickness, core height, and skin thickness, on energy absorption, peak force, deformation, and failure modes. Results demonstrate that optimizing the core distribution and increasing the skin thickness can significantly enhance impact resistance, while increasing wall thickness or height provides limited benefits in terms of structural efficiency. In blast scenarios, optimizing the core distribution represents the most cost-effective and efficient strategy for enhancing the structural performance of sandwich plates. A random forest model is further employed to quantify the importance of each parameter, allowing for efficient identification of critical design variables based on different loading conditions. This research significantly enhances the understanding of the structural behavior of bionic sandwich plates and offers valuable insights for their practical application in fields such as aerospace, defense, and energy absorption, where weight minimization and resistance to impact and blast loads are of paramount importance.

为了解决轻质和高性能结构设计的挑战,提出了一种新型仿生夹层板(VP),其灵感来自于维多利亚叶子的静脉结构。采用有限元模拟方法系统地研究了VPs在冲击和爆炸载荷作用下的力学行为。研究了岩心分布、壁厚、岩心高度、蒙皮厚度等关键结构参数对吸能、峰值力、变形和破坏模式的影响。结果表明,优化堆芯分布和增加堆皮厚度可以显著提高抗冲击能力,而增加壁厚或壁高对结构效率的影响有限。在爆炸工况下,优化堆芯分布是提高夹层板结构性能的最经济有效的策略。随机森林模型进一步用于量化每个参数的重要性,允许基于不同加载条件的关键设计变量的有效识别。该研究显著增强了对仿生夹层板结构行为的理解,并为其在航空航天、国防和能量吸收等领域的实际应用提供了有价值的见解,这些领域的重量最小化和抗冲击和爆炸载荷至关重要。
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引用次数: 0
期刊
International Journal of Mechanics and Materials in Design
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