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Two-scale modeling of nano-clay-filled shape memory polymers 纳米粘土填充形状记忆聚合物的双尺度建模
Q3 Engineering Pub Date : 2022-02-11 DOI: 10.1142/s242491302142011x
M. Salman, V. Guski, S. Schmauder
Shape memory polymers (SMPs) are introduced as polymers that have the ability to return to their early programmed shape after exposure to an external stimulus. Enhancement of the material with nano-clay filler has improved its thermomechanical properties and increased the range of its applications in many fields of industry. Due to the tiny size of filler and the heterogeneous nature of the material structure at different scale levels, characterizing the material’s thermomechanical flow using conventional experimental equipment is a far-fetched task. Furthermore, providing one numerical model that is able to simulate the material thermomechanical behavior by including all the effects of the lower scale material structure is also very hard. In this study, a two-scale modeling approach is developed by a combination of the numerical homogenization scheme, 3D Representative Volume Element (RVE) concept, and finite element method. The effects of the filler weight fractions on the overall effective elastic constants as well as the material flow under a finite deformation are investigated. The resulting elastic constants and the stress–strain curves show a fairly good agreement with the analytical results. Furthermore, all the investigated results provide a deep understanding of the material behavior and a starting point for the next higher scale level modeling approaches.
形状记忆聚合物(SMPs)是一种能够在暴露于外部刺激后恢复其早期编程形状的聚合物。纳米粘土填料对材料的增强,改善了材料的热机械性能,扩大了材料在许多工业领域的应用范围。由于填料的微小尺寸和材料结构在不同尺度上的异质性,用传统的实验设备来表征材料的热机械流动是一项牵强的任务。此外,提供一个能够通过包括低尺度材料结构的所有影响来模拟材料热力学行为的数值模型也是非常困难的。本研究将数值均匀化方案、三维代表性体积单元(RVE)概念和有限元方法相结合,提出了一种双尺度建模方法。研究了填料质量分数对材料整体有效弹性常数和有限变形下材料流动的影响。计算得到的弹性常数和应力-应变曲线与分析结果吻合较好。此外,所有的研究结果都提供了对材料行为的深刻理解,并为下一个更高尺度的建模方法提供了起点。
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引用次数: 2
On the torsion of isotropic elastoplastic Cosserat circular cylinders 关于各向同性弹塑性Cosserat圆柱的扭转
Q3 Engineering Pub Date : 2022-02-11 DOI: 10.1142/s2424913021420078
Flavien Ghiglione, S. Forest
Torsional loading of elastoplastic materials leads to size effects which are not captured by classical continuum mechanics and require the use of enriched models. In this work, an analytical solution for the torsion of isotropic perfectly plastic Cosserat cylindrical bars with circular cross-section is derived in the case of generalized von Mises plasticity accounting solely for the symmetric part of the deviatoric stress tensor. The influence of the characteristic length on the microrotation, stress and strain profiles as well as torsional size effects are then investigated. In particular, a size effect proportional to the inverse of the radius of the cylinder is found for the normalized torque. A similar analysis for an extended plasticity criterion accounting for both the couple-stress tensor and the skew-symmetric part of the stress tensor is performed by means of systematic finite element simulations. These numerical experiments predict size effects which are similar to those predicted by the analytical solution. Saturation effects and limit loads are found when the couple-stress tensor enters the yield function.
弹塑性材料的扭转载荷会导致经典连续体力学无法捕捉到的尺寸效应,需要使用丰富的模型。在这项工作中,在广义von Mises塑性仅考虑偏应力张量的对称部分的情况下,导出了圆截面各向同性完全塑性Cosserat圆柱杆扭转的解析解。然后研究了特征长度对微旋转、应力和应变分布以及扭转尺寸效应的影响。特别地,对于归一化扭矩,发现了与圆柱体半径的倒数成比例的尺寸效应。通过系统的有限元模拟,对考虑耦合应力张量和应力张量的斜对称部分的扩展塑性准则进行了类似的分析。这些数值实验预测了与解析解预测的尺寸效应相似的尺寸效应。当耦合应力张量进入屈服函数时,会发现饱和效应和极限载荷。
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引用次数: 2
Experimental and theoretical characterization of the interfacial adhesion of 2D heterogeneous materials: A review 二维非均质材料界面粘附的实验和理论表征:综述
Q3 Engineering Pub Date : 2022-01-29 DOI: 10.1142/s2424913021430049
Shoaib Anwer, Baosong Li, Shaohong Luo, T. Alkhidir, S. Mohamed, V. Chan, K. Liao
Two-dimensional (2D) materials have been developed intensively over the last decade, and combining different 2D materials to form heterogeneous 2D materials is anticipated to be more attractive with broader applications. The precise evaluation and prediction of interfacial properties of 2D heterostructures are critical for designing more robust heterostructures and developing advanced, engineered molecular devices. Here, we present a brief review on experimental (namely, atomic force microscopy (AFM), in situ peel test, double cantilever beam, pressurized blister test and sheet-on-bead method) and theoretical techniques (namely, molecular dynamics and density functional theory) for probing the adhesion/interaction energy of the interface of 2D heterogeneous materials and paving the way for future applications.
在过去的十年里,二维(2D)材料得到了广泛的发展,将不同的2D材料结合起来形成异质2D材料预计将更具吸引力,具有更广泛的应用。精确评估和预测2D异质结构的界面性质对于设计更坚固的异质结构和开发先进的工程分子器件至关重要。在此,我们对实验(即原子力显微镜(AFM)、原位剥离试验、双悬臂梁、,加压泡罩试验和珠上片材法)和理论技术(即分子动力学和密度泛函理论)来探测2D非均质材料界面的粘附/相互作用能并为未来的应用铺平道路。
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引用次数: 1
A Computational Framework for Modeling Distortion During Sintering of Binder Jet Printed Parts 结合剂喷射打印件烧结变形建模的计算框架
Q3 Engineering Pub Date : 2022-01-27 DOI: 10.1142/s242491302142008x
Basil J. Paudel, D. Conover, Jung‐Kun Lee, A. To
Sintering of binder jet 3D printed (BJ3DP) parts results in significant nonlinear distortion with typical shrinkage value of 5–20%, which makes design for BJ3DP and post-machining difficult. In this work, a computational modeling framework with calibration and validation procedure is developed to simulate distortion during sintering of BJ3DP parts accurately for the first time. The computational model employs the finite element analysis with a viscoplastic constitutive model that accounts for effects of gravity and friction. A calibration procedure is proposed to obtain values of different model parameters systematically through dilatometric, gravity bending, and grain growth experiments. For model validation, four bridges with different spans and a second part with a circular hole and two free overhangs are designed. The calibration procedure is applied to develop a computational model for sintered 316L stainless steel BJ3DP parts. The displacements at various locations on the sintered parts are simulated using the calibrated model and are found to have errors less than 3.5% compared to those obtained by experiment.
粘结剂喷射3D打印(BJ3DP)零件在烧结过程中会产生明显的非线性变形,典型的收缩值为5-20%,这给BJ3DP的设计和后期加工带来了困难。在这项工作中,开发了一个具有校准和验证程序的计算建模框架,第一次精确地模拟了BJ3DP零件烧结过程中的变形。计算模型采用考虑重力和摩擦影响的粘塑性本构模型进行有限元分析。提出了一种通过膨胀、重力弯曲和晶粒生长实验系统地获得不同模型参数值的校准程序。为了验证模型,设计了4座不同跨径的桥梁,第二部分设计了一个圆孔和两个自由悬挑。应用标定程序建立了烧结316L不锈钢BJ3DP零件的计算模型。利用标定后的模型对烧结零件各位置的位移进行了模拟,与实验结果相比误差小于3.5%。
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引用次数: 1
Review and perspective on the calculations of mechanical and functional properties of low-dimensional nanocomposites 低维纳米复合材料力学性能和功能性能计算的回顾与展望
Q3 Engineering Pub Date : 2022-01-22 DOI: 10.1142/s2424913021420030
X. Xia, Yang Liu, Jacqueline J. Li, G. Weng
Over the past decade, we have witnessed a stream of research activities on the mechanical and functional properties of graphene- and carbon nanotube-based nanocomposites. In this paper, we outline some of the efforts the present authors have participated along the way. Closely related contributions from the other authors are also introduced. The focus here is on the development of homogenization models for the effective properties of these low-dimensional nanocomposites. A key issue involved is the interface effects which are responsible for many extraordinary properties of the nanocomposites. To pave the way for the presentation of various homogenization models, we first give a general introduction to various categories of interface effects for both mechanical and functional properties. Then, the mechanical properties, involving the complex viscoelastic characteristics and coupled elastoplastic-damage processes, and the functional properties, involving electrical conductivity, dielectric permittivity, thermal conductivity, electromagnetic interference shielding and energy storage, are presented. We conclude with some perspectives on topics that deserve closer investigation in the near future.
在过去的十年中,我们见证了一系列关于石墨烯和碳纳米管基纳米复合材料的力学和功能特性的研究活动。在本文中,我们概述了当前作者在此过程中所做的一些努力。本文还介绍了其他作者密切相关的贡献。本文的重点是为这些低维纳米复合材料的有效性能建立均匀化模型。所涉及的一个关键问题是界面效应,它负责许多非凡的性能的纳米复合材料。为了为各种均质化模型的呈现铺平道路,我们首先对力学和功能特性的各种类别的界面效应进行了一般介绍。然后,介绍了复合材料的力学性能,包括复合粘弹性特性和弹塑性损伤耦合过程,以及功能性能,包括电导率、介电常数、导热系数、电磁干扰屏蔽和储能。我们总结了一些值得在不久的将来进行更深入研究的主题的观点。
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引用次数: 1
Scalable synthesis, characterization and testing of 3D architected gyroid graphene lattices from additively manufactured templates 从增材制造模板可扩展合成、表征和测试3D结构旋转石墨烯晶格
Q3 Engineering Pub Date : 2022-01-22 DOI: 10.1142/s2424913021430025
Juveiriah M. Ashraf, Jing Fu, K. Liao, V. Chan, R. Al-Rub
We have developed a novel, facile and architecturally versatile fabrication method for specially designed cellular graphene lattices using additively manufactured polymer-based gyroidal triply periodic minimal surface (TPMS) as the initial sacrificial scaffold. Three-dimensional (3D)-printed templates of the polymeric gyroid lattices were coated with a mixture of graphene oxide (GO) and hydrazine solution via the hydrothermal process, followed by drying and thermal etching of the polymer scaffold, which resulted in a neat reduced GO (rGO) lattice of the gyroidal TPMS structure. Scanning electron microscopy and micro-computed tomography were used to evaluate the morphology and size of the 3D rGO architectures, while a Raman response at 1360[Formula: see text]cm[Formula: see text] (D peak), 1589[Formula: see text]cm[Formula: see text] (G peak) and 2696[Formula: see text]cm[Formula: see text] (2D peak) verified the presence of rGO. Thermo–electro–mechanical properties of rGO gyroid lattices of different densities were characterized where the highest Young’s modulus recorded was 351[Formula: see text]kPa for a sample with a density of 45.9[Formula: see text]mg[Formula: see text][Formula: see text][Formula: see text]cm[Formula: see text]. The rGO gyroid lattice exhibits an electrical conductivity of 1.07[Formula: see text]S[Formula: see text][Formula: see text][Formula: see text]m[Formula: see text] and high thermal insulation property with a thermal conductivity of 0.102[Formula: see text]W[Formula: see text][Formula: see text][Formula: see text]m[Formula: see text][Formula: see text]K[Formula: see text]. It is demonstrated that the hydrothermal-assisted fabrication process is adaptable for different lattice architectures based on 3D-printed scaffolds and thus has wide functional applications.
我们开发了一种新颖、简便、结构多样的制造方法,用于特殊设计的细胞石墨烯晶格,使用增材制造的基于聚合物的陀螺三周期最小表面(TPMS)作为初始牺牲支架。通过水热工艺将三维(3D)打印的聚合物陀螺晶格模板涂覆在氧化石墨烯(GO)和肼溶液的混合物上,然后对聚合物支架进行干燥和热蚀刻,从而得到了陀螺状TPMS结构的整齐还原的GO (rGO)晶格。利用扫描电子显微镜和微型计算机断层扫描来评估三维rGO结构的形态和大小,而1360[公式:见文]cm[公式:见文](D峰),1589[公式:见文]cm[公式:见文](G峰)和2696[公式:见文]cm[公式:见文](2D峰)的拉曼响应证实了rGO的存在。对不同密度的氧化石墨烯(rGO)陀螺晶格的热-电-机械性能进行了表征,在密度为45.9的样品中,记录到的最高杨氏模量为351[公式:见文]kPa[公式:见文]mg[公式:见文][公式:见文][公式:见文]cm[公式:见文]。rGO陀螺晶格的电导率为1.07[公式:见文]S[公式:见文][公式:见文][公式:见文]m[公式:见文][公式:见文]导热系数为0.102[公式:见文]W[公式:见文][公式:见文][公式:见文]m[公式:见文][公式:见文]K[公式:见文]。结果表明,基于3d打印支架的水热辅助制造工艺适用于不同晶格结构,具有广泛的功能应用。
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引用次数: 2
Mechanics prediction of 2D architectured cellular structures using transfer learning 基于迁移学习的二维结构细胞结构力学预测
Q3 Engineering Pub Date : 2022-01-21 DOI: 10.1142/s242491302144001x
Shaoheng Li, Ning Liu, Matthew Becton, Xiaowei Zeng, Xianqiao Wang
Two-dimensional (2D) architectured cellular structures exhibit outstanding mechanical properties unmatched by their bulk counterparts and show promising outlooks in electronic applications. Understanding of the relationship between their mechanical properties and structure patterns has yet to be fully explored. Also, traditional design rules in 2D architectured structures requiring prior knowledge of geometric parameters impose fundamental challenges for achieving desired performance within a rapid optimization process. Here, by taking full advantage of unsupervised generative adversarial network-based transfer learning (TL) and high-performing coarse-grained molecular dynamics (CGMD), we propose an adaptive design strategy to predict the mechanical performance of 2D architectured cellular structures as well as unravel hidden design rules for maximizing specific tensile strength. Results indicate that the established TL model is accurate enough to predict the mechanical properties of graphene kirigami, in which [Formula: see text] is 0.994 and 0.985 for specific strength and yield strain, respectively. The proposed design method combining machine learning with CGMD extends the ability of physical simulation beyond performance prediction, optimizing fracture mechanical properties by screening through the entire geometric design space of the architected 2D structures. Overall, this work proves that the design method based on TL can effectively obtain the power of new physical insights for structure design and optimization of interest.
二维(2D)结构的蜂窝结构表现出其体积对应物无法比拟的卓越机械性能,并在电子应用中显示出有前景的前景。对其力学性能和结构模式之间关系的理解还有待充分探索。此外,需要几何参数先验知识的2D体系结构中的传统设计规则对在快速优化过程中实现所需性能提出了根本挑战。在这里,通过充分利用无监督生成对抗性网络迁移学习(TL)和高性能粗粒度分子动力学(CGMD),我们提出了一种自适应设计策略来预测2D结构细胞结构的机械性能,并解开隐藏的设计规则,以最大化比拉伸强度。结果表明,所建立的TL模型足够准确,可以预测基里加米石墨烯的力学性能,其中[公式:见正文]的比强度和屈服应变分别为0.994和0.985。所提出的将机器学习与CGMD相结合的设计方法将物理模拟的能力扩展到了性能预测之外,通过筛选所构建的2D结构的整个几何设计空间来优化断裂力学性能。总之,这项工作证明了基于TL的设计方法可以有效地获得新的物理见解的力量,用于感兴趣的结构设计和优化。
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引用次数: 0
Temperature and entropy in molecular system 分子系统中的温度和熵
Q3 Engineering Pub Date : 2022-01-08 DOI: 10.1142/s2424913021420054
Leyu Wang, James D. Lee
The irreversibility, temperature, and entropy are identified for an atomic system of solid material. Thermodynamics second law is automatically satisfied in the time evolution of molecular dynamics (MD). The irreversibility caused by an atom spontaneously moves from a non-stable equilibrium position to a stable equilibrium position. The process is dynamic in nature associated with the conversion of potential energy to kinetic energy and the dissipation of kinetic energy to the entire system. The forward process is less sensitive to small variation of boundary condition than reverse process, causing the time symmetry to break. Different methods to define temperature in molecular system are revisited with paradox examples. It is seen that the temperature can only be rigorously defined on an atom knowing its time history of velocity vector. The velocity vector of an atom is the summation of the mechanical part and the thermal part, the mechanical velocity is related to the global motion (translation, rotation, acceleration, vibration, etc.), the thermal velocity is related to temperature and is assumed to follow the identical random Gaussian distribution for all of its [Formula: see text], [Formula: see text] and [Formula: see text] component. The [Formula: see text]-velocity (same for [Formula: see text] or [Formula: see text]) versus time obtained from MD simulation is treated as a signal (mechanical motion) corrupted with random Gaussian distribution noise (thermal motion). The noise is separated from signal with wavelet filter and used as the randomness measurement. The temperature is thus defined as the variance of the thermal velocity multiply the atom mass and divided by Boltzmann constant. The new definition is equivalent to the Nose–Hover thermostat for a stationary system. For system with macroscopic acceleration, rotation, vibration, etc., the new definition can predict the same temperature as the stationary system, while Nose–Hover thermostat predicts a much higher temperature. It is seen that the new definition of temperature is not influenced by the global motion, i.e., translation, rotation, acceleration, vibration, etc., of the system. The Gibbs entropy is calculated for each atom by knowing normal distribution as the probability density function. The relationship between entropy and temperature is established for solid material.
确定了固体材料原子系统的不可逆性、温度和熵。分子动力学的时间演化自动满足热力学第二定律。原子引起的不可逆性自发地从非稳定平衡位置移动到稳定平衡位置。该过程本质上是动态的,与势能转化为动能以及动能耗散到整个系统有关。正向过程比反向过程对边界条件的微小变化不太敏感,导致时间对称性断裂。用悖论的例子重新讨论了分子系统中定义温度的不同方法。可以看出,温度只能在知道速度矢量的时间历程的原子上严格定义。原子的速度矢量是机械部分和热部分的总和,机械速度与全局运动(平移、旋转、加速度、振动等)有关,热速度与温度有关,并且假设所有原子的速度都遵循相同的随机高斯分布[公式:见正文],[公式:参见文本]和[公式:查看文本]组件。从MD模拟中获得的[公式:见文本]-速度(与[公式:见图文本]或[公式:参见文本]相同)与时间的关系被视为被随机高斯分布噪声(热运动)破坏的信号(机械运动)。利用小波滤波器将噪声从信号中分离出来,用作随机性测量。因此,温度被定义为热速度的方差乘以原子质量除以玻尔兹曼常数。新的定义相当于静止系统的鼻-悬停恒温器。对于具有宏观加速度、旋转、振动等的系统,新定义可以预测与静止系统相同的温度,而Nose–Hover恒温器预测的温度要高得多。可以看出,温度的新定义不受系统的整体运动,即平移、旋转、加速度、振动等的影响。通过将正态分布作为概率密度函数来计算每个原子的吉布斯熵。建立了固体材料的熵与温度之间的关系。
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引用次数: 2
Molecular dynamics modeling and simulation of water desalination through a double-walled carbon nanotube with moiré pattern 双壁碳纳米管海水淡化的分子动力学建模与模拟
Q3 Engineering Pub Date : 2022-01-08 DOI: 10.1142/s2424913021420042
Xuan Hu, Shaofan Li
Freshwater scarcity has emerged as a major challenge of our time. Under this context, the importance of an efficient and energy-saving water desalination method is highlighted. In recent years, carbon nanotube (CNT) membrane characterizing with high permeability has attracted much attention in research, and it is regarded as a promising alternative to the conventional reverse osmosis technology. This work aims at numerically investigating the water desalination ability of a novel type of CNT membrane structure, namely the double-walled carbon nanotube (DWCNT) with Moiré pattern. After establishing the physical CNT models and running the molecular dynamics (MD) simulation of the water desalination system, it is found that both the single-walled carbon nanotube (SWCNT) and DWCNT can desalinate the seawater successfully while the water permeability of DWCNT is at least 18.9% higher than that of SWCNT within the same time. As far as the Moiŕe pattern adopted in this study is concerned, the water permeability of DWCNT without Moiŕe pattern is 18.6% higher than that with Moiré pattern.
淡水短缺已成为我们这个时代的一大挑战。在此背景下,强调了高效节能的海水淡化方法的重要性。近年来,具有高渗透性的碳纳米管(CNT)膜在研究中备受关注,被认为是传统反渗透技术的一种很有前途的替代方案。本工作旨在数值研究一种新型碳纳米管膜结构的脱盐能力,即具有莫尔图案的双壁碳纳米管(DWCNT)。在建立物理CNT模型并对海水淡化系统进行分子动力学模拟后,发现单壁碳纳米管(SWCNT)和DWCNT都能成功地对海水进行脱盐,同时DWCNT的透水性比SWCNT至少高18.9%。就本研究中采用的Moiõe图案而言,没有Moièe图案的DWCNT的透水性比有Moiré图案的高18.6%。
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引用次数: 2
Optimal structure control for earthquake resistance 结构抗震优化控制
Q3 Engineering Pub Date : 2021-12-29 DOI: 10.1142/s2424913021420029
Xianyang Yang, James D. Lee
This work developed the optimal and active control algorithms applicable to structural control for earthquake resistance. [Lewis, F. L., Vrabie, D. and Syrmos, V. L. [2012] Optimal Control (John Wiley & Sons)] developed a rigorous and comprehensive procedure for the derivation of an optimal control strategy based on the calculus of variation. This work is an application of Lewis’ formulation to the control of a structure for earthquake resistance. We developed a computer software which can be used to generate a dynamic model to simulate a planar structure and to construct the control law. This model also includes the tendon driven actuators, sensors and true history of earthquake excitation. The control law has two parts: (I) the feedback control which depends on the estimate state variables (Kalman filter) and (II) the record of the realistic earthquake excitation. The optimal control problem eventually leads to a two-point boundary value problem whose solution hinges on the knowledge of the entire history of the earthquake excitation. We employ true records of earthquake excitation as input. This approach enables one to solve the Riccati equations rigorously. Then, from the simulation results, one may study the relations between the control algorithm design and the characteristics (frequency, amplitude and duration) of earthquake excitation.
本文开发了适用于结构抗震控制的最优主动控制算法。[Lewis,F.L.、Vrabie,D.和Syrmos,V.L.[2012]最优控制(John Wiley&Sons)]开发了一个严格而全面的程序,用于基于变分法推导最优控制策略。这项工作是Lewis公式在结构抗震控制中的应用。我们开发了一个计算机软件,可以用来生成一个动态模型来模拟平面结构并构造控制律。该模型还包括肌腱驱动的致动器、传感器和地震激励的真实历史。控制律分为两部分:(I)依赖于估计状态变量的反馈控制(卡尔曼滤波器)和(II)真实地震激励的记录。最优控制问题最终导致两点边值问题,其解取决于对地震激励的整个历史的了解。我们采用地震激励的真实记录作为输入。这种方法使人们能够严格求解Riccati方程。然后,从仿真结果中,可以研究控制算法设计与地震激励特性(频率、振幅和持续时间)之间的关系。
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引用次数: 0
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Journal of Micromechanics and Molecular Physics
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