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On the use of artificial neural networks and micromechanical analysis for prediciting elastic properties of unidirectional composites 应用人工神经网络和微力学分析预测单向复合材料弹性性能
Pub Date : 2021-09-09 DOI: 10.23967/composites.2021.125
E. Ghane, M. Fagerström, M. Mirkhalaf
The composite design industry has a central demand to predict the elastic behavior of composites from their constituent properties and micromechanical information. In this case, the complex architecture of interlaced yarns in woven composites brings about challenges to accurately predict their mechanical behavior. Multiscale computational methods, often based on computational homogenization, have therefore been established to address the complexity in modeling woven composites. But for computational homogenization of woven composites, one needs to consider the microscale mechanical properties at every point inside a mesoscale unit cell. Based on the possible range of microstructural features, a plethora of research exists to generate random distributions of fibers in a microscopic representative volume element (RVE) and predict elastic properties using numerical methods, such as the finite element method [1,2]. But there is still a requirement to observe the whole possible microstructural design space based on any possible loading case and architecture in order to reach a generic model. Recently,
复合材料设计行业的核心需求是从复合材料的组成特性和微观力学信息来预测复合材料的弹性行为。在这种情况下,机织复合材料中交织纱线的复杂结构给准确预测其力学行为带来了挑战。因此,建立了基于计算均质化的多尺度计算方法来解决编织复合材料建模的复杂性。但对于编织复合材料的计算均质化,需要考虑中尺度单元胞内每一点的微尺度力学性能。基于微观结构特征的可能范围,已有大量研究在微观代表性体积单元(RVE)中生成纤维的随机分布,并使用数值方法(如有限元法)预测弹性性能[1,2]。但是,为了得到一个通用的模型,仍然需要观察基于任何可能的载荷情况和结构的整个可能的微观结构设计空间。最近,
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引用次数: 0
Multi-Scale Modelling of Heterogenous Textile Composite Structures over Polytopal Tessellated Domains 多面体镶嵌域上异质纺织复合材料结构的多尺度建模
Pub Date : 2021-09-01 DOI: 10.23967/composites.2021.033
I. Topalidis, B. E. Said, A. Thompson, S. Hallett
The multi-scale nature of woven composites can be clearly revealed by the strong dependency of the mechanical behaviour on morphological features of lower length scales. Geometrical irregularities in the yarn architecture, induced during the manufacturing stages, alter the mesoscopic material stress field, often dominating the overall material response. To adequately describe major internal geometrical features, common discretisation techniques require to dramatically increase the dimensionality of the problem leading to prohibitive computational demands. On the other hand, the applicability of multi-scale homogenisation techniques, developed to satisfy the need for model order reduction can be limited, due to the large unit cell size of certain weave styles and the loss of periodicity due to local material deformations. To address this, a computationally efficient macroscale modelling approach is proposed, employing a three-dimensional tessellation scheme to obtain a reduced order model that preserves important information about the internal material weave architecture and features. As an initial step, a kinematic, multi-chain beam model is used to acquire a realistic “as - woven” material internal yarn geometry, from which a surface model of the yarn segments is extracted. The yarn section surfaces feed a spatial tessellation algorithm to generate a set of collectively exhaustive and mutually exclusive polyhedral cells. To exploit the reduced complexity of the tessellated geometry, a mesh of n-faced polyhedral elements [1] is assembled to perform the numerical solution of the problem domain. The material model follows a multi-scale, bi-material homogenisation approach based on the local meso-structure and the mechanical properties of the two constituents; the fibre and the matrix. Inaccuracies in predicted results from conventional homogenisation techniques typically arise
机织复合材料的多尺度特性可以通过力学行为对低长度尺度形态特征的强烈依赖来清楚地揭示。纱线结构中的几何不规则性,在制造阶段引起的,改变了细观材料应力场,通常主导了整体材料响应。为了充分描述主要的内部几何特征,常见的离散化技术需要大幅增加问题的维度,从而导致令人望而却步的计算需求。另一方面,为满足模型阶数减少而开发的多尺度均匀化技术的适用性可能受到限制,这是由于某些编织风格的大单元尺寸以及由于局部材料变形而导致的周期性损失。为了解决这个问题,提出了一种计算效率高的宏观建模方法,采用三维镶嵌方案来获得保留有关内部材料编织结构和特征的重要信息的降阶模型。首先,采用运动多链梁模型获得真实的“织态”材料内部纱线几何形状,并从中提取纱线段的表面模型。纱线截面表面输入空间镶嵌算法,生成一组整体详尽且互斥的多面体单元。为了降低镶嵌几何的复杂性,装配了n面多面体单元[1]网格来执行问题域的数值解。材料模型遵循基于局部细观结构和两种成分的力学性能的多尺度双材料均匀化方法;纤维和基质。传统均质化技术的预测结果通常不准确
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引用次数: 0
A Finite Deformation Phase-Field Fracture Model for Nanoparticle/Polymer Composites 纳米颗粒/聚合物复合材料的有限变形相场断裂模型
Pub Date : 2021-09-01 DOI: 10.23967/composites.2021.038
B. Arash, R. Rolfes
The computational modeling of fracture in the nanocomposites requires an accurate prediction of crack initiation and propagation in the materials. For this, generalizing Griffith’s theory, phase-field fracture models (PFMs) provide variational fracture models by minimizing potential energy that consists of stored bulk energy, the work of external forces, and the surface energy [1, 2]. This work presents the development of a finite deformation PFM to analyze the viscoelastic behavior of boehmite nanoparticle/epoxy nanocomposites. To characterize the rate-dependent fracture evolution, the free energy is additively decomposed into an equilibrium, a non-equilibrium, and a volumetric part with a varying definition under tensile and compressive deformation. Furthermore, the Guth–Gold and modified Kitagawa models are adopted to consider the effect of the nanoparticle contents and temperature on the nanocomposites’ fracture behavior. The applicability of the proposed model is evaluated by comparing the numerical results of compact-tension tests with experimental data. The experimental–numerical validation justifies the predictive capability of the model. Numerical simulations are also performed to study the effect of temperature and loading rate on the force-displacement response of boehmite nanoparticle/epoxy samples in the compacttension tests.
纳米复合材料断裂的计算模型需要对材料中裂纹的起裂和扩展进行准确的预测。为此,推广Griffith的理论,相场断裂模型(pfm)通过最小化由储存的体能、外力的功和表面能组成的势能来提供变分断裂模型[1,2]。本工作提出了一种有限变形PFM的发展,以分析薄水铝石纳米颗粒/环氧纳米复合材料的粘弹性行为。为了表征随速率变化的断裂演化,将自由能累加分解为平衡、非平衡和在拉伸和压缩变形下具有不同定义的体积部分。此外,采用Guth-Gold模型和修正的Kitagawa模型考虑了纳米颗粒含量和温度对纳米复合材料断裂行为的影响。通过将压紧试验的数值结果与实验数据进行对比,验证了该模型的适用性。实验和数值验证验证了模型的预测能力。通过数值模拟研究了温度和加载速率对纳米薄水铝石/环氧树脂试样压紧拉伸力-位移响应的影响。
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引用次数: 0
On the Optimization of Carbon Nanotube-Enriched Multifunctional Composites: Mechanical and Electrical Approach 富碳纳米管多功能复合材料的优化:机械和电气方法
Pub Date : 2021-09-01 DOI: 10.23967/composites.2021.041
T. Genco, M. Linke, R. Lammering
The mechanical and electrical properties of epoxy resin-based composites can be remarkably improved by adding carbon nanotubes (CNTs). Due to the fact that CNTs are mechanically very stable, light and electrically conductive, a variation of their filling level in a composite matrix could significantly influence the above mentioned properties [1]. For this reason, CNT-enriched composites might offer great potential for the development of structurally integrated electronics used in structural health monitoring (SHM). This allows timely detection of structural damage, seen as an important issue in many fields such as aerospace, automotive, marine and sports equipment [2].
添加碳纳米管可以显著改善环氧树脂基复合材料的力学性能和电性能。由于碳纳米管具有非常稳定的机械性能、轻质和导电性,因此改变其在复合基质中的填充水平会显著影响上述性能[1]。因此,碳纳米管富集复合材料可能为结构健康监测(SHM)中结构集成电子学的发展提供巨大的潜力。这可以及时检测结构损伤,这在航空航天、汽车、船舶和运动设备等许多领域被视为重要问题[2]。
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引用次数: 0
Simulation of The Wrinkling of Thin Hyperelastic Composite Strips under Global Tensile Loading 超弹性复合材料薄板在全局拉伸载荷下的起皱模拟
Pub Date : 2021-09-01 DOI: 10.23967/composites.2021.079
M. Schasching, R. Duy, T. Ceglar, M. Todt, H. Pettermann
Wrinkling of thin stretched laminated strips made of fiber reinforced elastomers is studied by means of the finite element method. The constitutive behavior of the individual plies is modeled using the Holzapfel-Gasser-Ogden (HGO) model [1] for which the material parameters are calibrated from experiments by employing a micromechanics based approach. Linear eigenvalue analyses under consideration of a pre-loading are used to evaluate the critical tensile loads of the laminated strips as well as the mode shapes, i.e., the wrinkling patterns at the onset of buckling. Furthermore, a load-displacement analysis employing a moderately imperfect strip is used to study the influence of the layup on the evolution of the wrinkling pattern in the post-buckling regime in terms of wrinkling amplitude and the orientation of the wrinkles with respect to the material principal axes as exemplified in Figure 1. The obtained results can, e.g., serve as basis for designing structures with tunable surface behavior [2].
采用有限元方法研究了纤维增强弹性体拉伸层合薄板条的起皱问题。单个层的本构行为使用holzapfeld - gasser - ogden (HGO)模型[1]进行建模,该模型采用基于微观力学的方法从实验中校准材料参数。考虑预加载的线性特征值分析用于评估层合带的临界拉伸载荷以及模态振型,即屈曲开始时的起皱模式。此外,采用中等不完全带材的载荷-位移分析,研究了在屈曲后状态下,从起皱幅度和起皱方向相对于材料主轴的角度来看,铺层对起皱模式演变的影响,如图1所示。所获得的结果可以作为设计具有可调表面行为的结构的基础[2]。
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引用次数: 0
Estimation of Sensitive Material Properties of an Open Hole Tension Test of Composite Laminates 复合材料层合板开孔拉伸试验敏感材料性能的估计
Pub Date : 2021-09-01 DOI: 10.23967/composites.2021.098
A. Sasikumar, I. Cózar, O. Vallmajó, S. Abdel-Monsef, M. Delozzo, A. Turón
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引用次数: 0
Methodical Development of a Structural Health Monitoring System for COPV Supported by a Digital Shadow. 基于数字阴影的COPV结构健康监测系统的系统开发。
Pub Date : 2021-09-01 DOI: 10.23967/composites.2021.061
R. Richstein, T. Reichartz, A. Janetzko-Preisler, K. Schroeder
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引用次数: 1
Local Fibre Orientation and Fibre Volume Fraction Mapped Numerical Models Based on X-ray Computer Tomography Scans 基于x射线计算机断层扫描的局部纤维取向和纤维体积分数映射数值模型
Pub Date : 2021-09-01 DOI: 10.23967/composites.2021.029
R. Auenhammer, Lars Pilgaard Mikkelsen, C. Oddy, R. Larsson, L. Asp
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引用次数: 0
PolyHydroxyAlkanoates/ Alfa Fibers Bio-Composites: Elaboration and Mechanical Testing 聚羟基烷酸酯/阿尔法纤维生物复合材料:加工和力学测试
Pub Date : 2021-09-01 DOI: 10.23967/composites.2021.113
I. Zaafouri, M. Zrida, H. Laurent, A. Hamzaoui
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引用次数: 0
Homogenization of Fiber Reinforced Elastomer Laminates 纤维增强弹性体层压板的均匀化
Pub Date : 2021-09-01 DOI: 10.23967/composites.2021.031
T. Ceglar, H. Pettermann
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VIII Conference on Mechanical Response of Composites
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