今日更新:Journal of the Mechanics and Physics of Solids 1 篇,International Journal of Plasticity 1 篇,Thin-Walled Structures 1 篇
Buckling and lift-off of a heavy rod compressed into a cylinder
Shah R., van der Heijden G.H.M.
doi:10.1016/j.jmps.2023.105464
压缩成圆柱体的重棒的屈曲和腾空
We develop a comprehensive, geometrically-exact theory for an end-loaded heavy rod constrained to deform on a cylindrical surface. The cylinder can have arbitrary orientation relative to the direction of gravity. By viewing the rod-cylinder system as a special case of an elastic braid, we are able to obtain all forces and moments imparted by the deforming rod to the cylinder as well as all contact reactions. This framework allows for the monitoring of stresses to ascertain whether the cylinder, along with its end supports, is able to sustain the rod deformations. As an application of the theory we study buckling of the constrained rod under compressive and torsional loads, as well as the tendency of the rod to lift off the cylinder under further loading. The cases of a horizontal and vertical cylinder, with gravity having only a lateral or axial component, are amenable to exact analysis, while numerical results map out the transition in buckling mechanism between the two extremes. Weight has a stabilising effect for near-horizontal cylinders, while for near-vertical cylinders it introduces the possibility of buckling purely due to self-weight. Our results are relevant for many engineering and medical applications in which a slender structure is inserted into a cylindrical cavity.
我们为受限于在圆柱表面上变形的末端加载重杆建立了一个全面的、几何精确的理论。圆柱体相对于重力方向可以有任意方向。通过将杆-圆柱体系统视为弹性编织带的特例,我们能够获得变形杆传给圆柱体的所有力和力矩以及所有接触反作用力。在此框架下,我们可以对应力进行监测,以确定圆柱体及其端部支撑是否能够承受杆的变形。作为该理论的应用,我们研究了受约束杆在压缩和扭转载荷作用下的屈曲,以及杆在进一步载荷作用下脱离圆柱体的趋势。在重力只有横向或轴向分量的情况下,可以对水平和垂直圆柱体进行精确分析,而数值结果则描绘了两个极端之间的屈曲机制过渡。对于接近水平的圆柱体,重量具有稳定作用,而对于接近垂直的圆柱体,重量带来了纯粹由于自重而发生屈曲的可能性。我们的研究结果适用于将细长结构插入圆柱形空腔的许多工程和医疗应用。
Inverse design of dual-phase steel microstructures using generative machine learning model and Bayesian optimization
Kusampudi N., Diehl M.
doi:10.1016/j.ijplas.2023.103776
利用生成式机器学习模型和贝叶斯优化法进行双相钢微结构逆向设计
The design of optimal microstructures requires first, the identification of microstructural features that influence the material’s properties and, then, a search for a combination of these features that give rise to desired properties. For microstructures with complex morphologies, where the number of features is large, deriving these structure–property relationships is a challenging task. To address this challenge, we propose a generative machine learning model that can automatically identify low-dimensional descriptors of microstructural features that can be used to establish structure–property relationships. Based on this model, we present an integrated, data-driven framework for microstructure characterization, reconstruction, and design that is applicable to heterogeneous materials with polycrystalline microstructures. The proposed method is evaluated on a case study of designing dual-phase steel microstructures created with the multi-level Voronoi tessellation method. To this end, we train a variational autoencoder to identify the descriptors from these synthetic dual-phase steel microstructures. Subsequently, we employ Bayesian optimization to search for the optimal combination of the descriptors and generate microstructures with specific yield stress and low susceptibility for damage initiation. The presented results show how microstructure descriptors, determined by the variational autoencoder model, act as design variables for an optimization algorithm that identifies microstructures with desired properties.
要设计出最佳的微结构,首先需要确定影响材料特性的微结构特征,然后寻找这些特征的组合,以获得所需的特性。对于形态复杂、特征数量众多的微结构来说,推导这些结构-性能关系是一项具有挑战性的任务。为了应对这一挑战,我们提出了一种生成式机器学习模型,该模型可以自动识别微结构特征的低维描述符,用于建立结构-性能关系。基于该模型,我们提出了一种用于微结构表征、重建和设计的数据驱动型集成框架,适用于具有多晶微结构的异质材料。我们在一个案例研究中对所提出的方法进行了评估,该案例研究使用多级 Voronoi 镶嵌法设计了双相钢微观结构。为此,我们训练了一个变异自动编码器来识别这些合成双相钢微结构的描述符。随后,我们采用贝叶斯优化法来寻找描述符的最佳组合,并生成具有特定屈服应力和低损伤起始敏感性的微结构。所展示的结果表明,由变异自动编码器模型确定的微观结构描述符可作为优化算法的设计变量,从而确定具有所需性能的微观结构。
Performance of recycled aggregate concrete (RAC)-filled steel tubular (FST) members and K-joints under lateral impact
Lyu Wan-Qing, Han Lin-Hai, Hou Chao
doi:10.1016/j.tws.2023.111277
再生骨料混凝土(RAC)填充钢管(FST)构件和 K 型连接件在横向冲击下的性能
A series of tests are conducted on 26 recycle aggregate concrete (RAC)-filled steel tubular (FST) members and 25 RAC-FST K-joints on a drop hammer rig. Salient parameters considered in the experimental program include the axial load ratio, the replacement ratio of recycled coarse aggregate (RCA), the height of the hammer and the application of combined corrosion and sustained loading, et al. The shrinkage and creep deformation of core RAC is measured for 185 days, and the influence of key parameters on the structural performance of both RAC-FST members and K-joints are analyzed. A finite element (FE) model is established and verified against the test results. Considering the effects of combined chloride corrosion and sustained loading, the FE model is successively employed to investigate the behaviour of RAC-FST members and K-joints under lateral impact, including the failure mode, the time history relationships of impact load and deflection, the distribution of internal force and stress, et al. The axial compression performance of the member and the chords of K-joints after subjected to combined loading is evaluated. On the basis of the parametric analysis, simplified models considering the effects of chloride corrosion and sustained loading are obtained to calculate the dynamic flexural capacity of the RAC-FST members and the chords of RAC-FST K-joints under impact loads.
在落锤钻机上对 26 个循环骨料混凝土(RAC)填充钢管(FST)构件和 25 个 RAC-FST K 型连接件进行了一系列试验。实验程序中考虑的主要参数包括轴向荷载比、再生粗骨料(RCA)替代率、锤子高度以及腐蚀和持续加载的组合应用等,并测量了核心 RAC 185 天的收缩和徐变变形,分析了关键参数对 RAC-FST 构件和 K 型接头结构性能的影响。建立了有限元 (FE) 模型,并根据测试结果进行了验证。考虑到氯化物腐蚀和持续加载的综合影响,先后利用有限元模型研究了 RAC-FST 构件和 K 型连接件在横向冲击下的行为,包括破坏模式、冲击荷载和挠度的时间历史关系、内力和应力分布等。在参数分析的基础上,考虑到氯腐蚀和持续加载的影响,得到了简化模型,用于计算 RAC-FST 构件和 RAC-FST K 型连接件弦杆在冲击荷载下的动态抗弯能力。