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Correction Factors to Biaxial Bending Strength of Thin Silicon Die in the Ball-on-Ring Test by Considering Geometric Nonlinearity and Material Anisotropy 考虑几何非线性和材料各向异性的薄硅模环球试验中双向弯曲强度的修正因素
4区 工程技术 Q2 Mathematics Pub Date : 2023-01-01 DOI: 10.1093/jom/ufad026
M Y Tsai, P J Hsieh, T C Kuo
Abstract The ball-on-ring test (BoR) is one of the standard tests for biaxial bending, suggested in ASTM F394-78. This test has been applied to determine the biaxial bending strength of silicon dies to avoid the die edge effect of the three-point bending tests. However, from the literature, when the relatively thin silicon dies are tested, this test suffers from a contact-nonlinearity effect, due to a maximum applied stress moving away from the loading pin center before the specimen failure, and thus results in overestimated maximum stress calculated by the theoretical linear solution. This study aims to investigate this mechanical issue experimentally, theoretically and numerically by taking into account the specimen material anisotropy and thickness effects on the maximum stresses and deflections, and then propose new correction factor equations to the theoretical linear solutions, based on the numerical fitting results of the geometric nonlinear finite element solutions. Those correction factor equations proposed in this study are material-property independent, but specimen thickness dependent, which can be estimated by an interpolation function. It has been proved that the BoR test using the conventional theory associated with the proposed correction factor equations can successfully determine the bending strength of the thin silicon dies on untreated surfaces, which mostly fails in the contact-nonlinear region.
摘要:球环试验(BoR)是ASTM F394-78中提出的双轴弯曲试验标准之一。为了避免三点弯曲试验的模具边缘效应,应用该试验确定了硅模具的双轴弯曲强度。然而,从文献来看,当测试相对较薄的硅模具时,由于试样破坏前最大施加应力远离加载销中心,该测试受到接触非线性效应的影响,从而导致理论线性解计算的最大应力高估。本研究将考虑试件材料各向异性和厚度对最大应力和挠度的影响,从实验、理论和数值上探讨这一力学问题,并基于几何非线性有限元解的数值拟合结果,提出新的理论线性解的修正因子方程。本研究提出的修正因子方程与材料特性无关,但与试件厚度有关,可以通过插值函数估计。结果表明,采用常规理论和修正系数方程进行的BoR试验可以成功地确定未经处理表面上硅薄模具的弯曲强度,而这种测试大多在接触非线性区域失效。
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引用次数: 0
Research on fault diagnosis method of turbocharger rotor based on Hu-SVM-RFE 基于Hu-SVM-RFE的涡轮增压器转子故障诊断方法研究
4区 工程技术 Q2 Mathematics Pub Date : 2023-01-01 DOI: 10.1093/jom/ufad028
Chunyu Zhang, Xinyang Qiu, Haiyu Qian, Yun Liu, Junchao Zhu
Abstract Several parameters need to be monitored for turbocharger rotor faults and the overlap between different fault parameters as well as the redundancy of data, which leads to increased calculation time and reduced classification accuracy. To improve the recognition rate of turbocharger rotor faults, a recursive elimination method based on the support vector machine-recursive feature elimination (SVM-RFE) combined with improved Hu invariant moments is developed for the axial orbit feature extraction of turbocharger rotor with rotor fault. Firstly, improved Hu-invariant moments are extracted for different rotor fault axis orbits, and then the feature ranking and selection are performed by the SVM-RFE method to filter out the feature combinations with higher classification recognition rates. Then, the feature matrix of the Hu-SVM-RFE algorithm screening combination was identified for classification using each of the three diagnostic algorithms. The results show that the optimal feature subset obtained by the Hu-SVM-RFE method can ensure the richness of the fault information of the turbocharger rotor with small number of features. And, a high classification rate can be obtained with low time consumption in combination with the probabilistic neural network (PNN) algorithm. Therefore, Hu-SVM-RFE feature screening method combined with PNN fault diagnosis technology has high accuracy and efficiency, which is of great significance for online fault identification of the supercharger rotor.
涡轮增压器转子故障需要监测多个参数,不同故障参数之间存在重叠和数据冗余,导致计算时间增加,分类精度降低。为了提高涡轮增压器转子故障的识别率,提出了一种基于支持向量机递归特征消去(SVM-RFE)结合改进Hu不变矩的涡轮增压器转子轴向轨道特征提取方法。首先对不同的转子故障轴轨道提取改进的hu不变矩,然后采用SVM-RFE方法对特征进行排序和选择,过滤出分类识别率较高的特征组合;然后,分别使用三种诊断算法识别Hu-SVM-RFE算法筛选组合的特征矩阵进行分类。结果表明,采用Hu-SVM-RFE方法得到的最优特征子集能够以较少的特征保证涡轮增压器转子故障信息的丰富性。结合概率神经网络(PNN)算法,可以在较短的时间内获得较高的分类率。因此,将Hu-SVM-RFE特征筛选方法与PNN故障诊断技术相结合,具有较高的准确率和效率,对增压器转子的在线故障识别具有重要意义。
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引用次数: 0
Numerical study of hydrodynamic herringbone-grooved journal bearings combined with thrust bearings considering thermal effects 考虑热效应的人字槽滑动轴承与推力轴承组合的数值研究
IF 1.7 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.1093/jom/ufab036
Chin-Cheng Wang, Jyun-Ting Lin
Hydrodynamic herringbone-grooved journal bearings (HGJBs) are analyzed by solving Navier–Stokes and energy equations. It is well known that the load capacity of hydrodynamic bearings may be affected by high temperatures and low oil viscosity. Therefore, the main objective of this study is to understand the pressure distribution of hydrodynamic HGJBs under different oil viscosity and eccentricity ratios. In this paper, 3 different configurations are studied, namely, a HGJB, a combined HGJB and thrust bearing, and a combined HGJB and grooved thrust bearing. The bearing characteristics, such as load capacity and attitude angle that vary with different eccentricity ratios, are also discussed. The results show that the load capacity of the bearing decreases with increasing temperature. The pressure difference also increases as the eccentricity ratio increases. The high-pressure region is concentrated at the tip of the groove for the HGJB. In addition, the combined HGJB and grooved thrust bearing can be used to stabilize the journal because of the low attitude angle. These findings may help and facilitate the design of hydrodynamic bearings suitable for working in warm and hot environments in the future.
通过求解Navier-Stokes方程和能量方程对人字槽滑动轴承进行了分析。众所周知,流体动力轴承的承载能力可能受到高温和低油粘度的影响。因此,本研究的主要目的是了解不同油液粘度和偏心比下流体动力式高压壁面泵的压力分布。本文研究了3种不同的配置,即HGJB、HGJB与推力轴承组合、HGJB与沟槽推力轴承组合。还讨论了承载能力和姿态角随偏心比的变化等承载特性。结果表明,随着温度的升高,轴承的承载能力降低。压差也随着偏心比的增大而增大。高压区主要集中在HGJB的凹槽顶端。此外,由于姿态角低,可以使用组合HGJB和沟槽推力轴承来稳定轴颈。这些发现可能有助于和促进未来适合在温暖和炎热环境中工作的流体动力轴承的设计。
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引用次数: 2
Experimental and numerical investigations on undulatory motion of a soft-fin-based underwater robot 基于软鳍的水下机器人波动运动的实验与数值研究
IF 1.7 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.1093/jom/ufac021
Yu-Chih Lin, Dai Zhang
An undulatory fin bionic underwater robot that is able to mimic the undulation motions of the median and/or the paired fin of fish is designed and analyzed. A simplified rays-membrane structure system has been developed in order to save computational cost in finite element analysis. The undulatory motion of the soft fins in the water is experimentally measured by using two cameras and the DLTdv system. The dynamic characteristics of the fin structure and the hydrodynamics of the fluid are analyzed by a fluid-structure interaction model developed by the commercial software ANSYS, and the results are compared to those of the experiment for validation. The fin motion of different fin amplitudes (ray swing angles), membrane dimensions and phase difference of adjacent rays are compared to realize the influence of robot design on the motion. It is found in the results that the displacements of the points on the fin membrane obtained by the finite element analysis have the same trend as those by the experiment; hence, the finite element model is verified. It is indicated by the finite element analysis results that the stress of the points on the fin membrane increases with the amplitude. The maximum velocity in one section plane is largest for the 40 mm width fin. The average stress on the fin with 45° phase difference is larger than that of 90° phase difference. Because of the complexity of the soft fin's material behavior and fluid-structure interaction analysis, the finite element analysis model developed in this study has a significant contribution for the soft-fin-based underwater robot design.
设计并分析了一种能够模拟鱼类中间鳍和/或成对鳍波动运动的波动鳍仿生水下机器人。为了节省有限元分析的计算成本,提出了一种简化的射线-膜结构体系。利用双相机和DLTdv系统对软鳍在水中的波动运动进行了实验测量。利用商业软件ANSYS建立了流固耦合模型,分析了翅片结构的动力特性和流体的流体力学特性,并将结果与实验结果进行了对比验证。对比了不同鳍幅值(射线摆角)、膜尺寸和相邻射线相位差时的鳍运动,实现了机器人设计对其运动的影响。结果发现,有限元分析得到的翅片膜上各点的位移与实验结果具有相同的趋势;从而对有限元模型进行了验证。有限元分析结果表明,翅片膜上各点的应力随振幅增大而增大。40 mm宽的翅片在同一截面上的最大速度最大,45°相位差时的平均应力大于90°相位差时的平均应力。由于软鳍的材料特性和流固耦合分析的复杂性,本研究建立的有限元分析模型对基于软鳍的水下机器人设计具有重要的贡献。
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引用次数: 1
Multiscale computational solid mechanics: data and machine learning 多尺度计算固体力学:数据和机器学习
IF 1.7 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.1093/jom/ufac037
Tung-Huan Su, Szu-Jui Huang, J. Jean, Chuin-Shan Chen
Multiscale computational solid mechanics concurrently connects complex material physics and macroscopic structural analysis to accelerate the application of advanced materials in the industry rather than resorting to empirical constitutive models. The rise of data-driven multiscale material modeling opens a major paradigm shift in multiscale computational solid mechanics in the era of material big data. This paper reviews state-of-the-art data-driven methods for multiscale simulation, focusing on data-driven multiscale finite element method (data-driven FE2) and data-driven multiscale finite element-deep material network method (data-driven FE-DMN). Both types of data-driven multiscale methods aim to resolve the past challenge of concurrent multiscale simulation. Numerical examples are designed to demonstrate the effectiveness of data-driven multiscale simulation methods. Future research directions are discussed, including data sampling strategy and data generation technique for the data-driven FE2 method and generalization of data-driven FE-DMN method.
多尺度计算固体力学将复杂的材料物理和宏观结构分析结合起来,加速了先进材料在工业中的应用,而不是诉诸于经验本构模型。数据驱动的多尺度材料建模的兴起开启了材料大数据时代多尺度计算固体力学的重大范式转变。本文综述了目前多尺度模拟的数据驱动方法,重点介绍了数据驱动多尺度有限元法(data-driven FE2)和数据驱动多尺度有限元-深层材料网络法(data-driven FE-DMN)。这两种数据驱动的多尺度方法都是为了解决过去并行多尺度仿真的难题。通过数值算例验证了数据驱动多尺度仿真方法的有效性。讨论了未来的研究方向,包括数据驱动FE2方法的数据采样策略和数据生成技术,以及数据驱动FE-DMN方法的推广。
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引用次数: 0
Building structure with elastoplastic bilinear model under multi-dimensional earthquake forces 多维地震作用下的建筑结构弹塑性双线性模型
IF 1.7 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.1093/jom/ufac045
H. Hong, Li-Wei Liu, Ya-Po Shiao, Cheng-Jih Chang
Developed herein is an analysis procedure based on closed-form solutions to elastoplastic bilinear model of building structures accounted for different stiffnesses and yielding forces in different directions and rotated yield ellipses in different floor levels due to the layout of buildings and the complexity of structural members. The seismic design often considers earthquake forces on multiple floor levels but usually only in a single direction. However, in reality, the direction of the earthquake is not limited to one particular direction. Therefore, studying the influence of a two-way, furthermore multi-dimensional, earthquake on buildings is of great value. To estimate the total seismic demand on inelastic building structures subjected to multi-dimensional loading, this paper aims to find closed-form solution responses to an input rectilinear force path for the elastoplastic bilinear model of Hong and Liu (1999) which already has available closed-form solution responses to an input rectilinear displacement path. In this paper the elastoplastic bilinear model of building structures and Minkowski spacetime are adapted to accommodate such situations as different stiffnesses and yielding forces in different directions and rotated yield ellipses in different floor levels.
本文提出了一种基于建筑结构弹塑性双线性模型的封闭解的分析方法,该模型考虑了不同方向的刚度和屈服力以及不同楼层的屈服椭圆,这是由于建筑物的布局和构件的复杂性所导致的。抗震设计通常考虑多个楼层的地震力,但通常只考虑一个方向。然而,实际上,地震的方向并不局限于一个特定的方向。因此,研究双向、多维地震对建筑物的影响具有重要的意义。为了估计受多维荷载作用的非弹性建筑结构的总地震需求,本文旨在寻找Hong和Liu(1999)的弹塑性双线性模型对输入直线力路径的闭形式解响应,该模型已经有了输入直线位移路径的闭形式解响应。本文对建筑结构的弹塑性双线性模型和闵可夫斯基时空进行了调整,以适应不同方向的不同刚度和屈服力以及不同楼层的屈服椭圆旋转的情况。
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引用次数: 1
Multiscale study on the microstructural evolution and macromechanical deterioration of expansive soil under dry–wet cycles 干湿循环作用下膨胀土细观结构演化与宏观力学劣化的多尺度研究
IF 1.7 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.1093/jom/ufac048
Zihao Zhou, Y. Bai, Yuntao Wu, Yiqian Chen, Zhuang Guo, Weikang Cheng
To explore the influence law of dry–wet cycles on the microstructure of expansive soil and the deterioration effect of macroscopic shear strength, the correlation between the change in the soil internal structure and the deterioration of the mechanical properties is analysed. The expansive soil in the test section of the slope support project in Hanzhong city, Shaanxi Province, China, is selected for sample preparation, three groups of different dry–wet cyclic water content variation paths are defined. The volume damage rate of the soil sample caused by dry–wet cycles is tested, and the microscopic evolution law of soil sample structure was analyzed. On the basis of the conclusion of microscopic analysis, the deterioration effect of macro shear strength of soil samples is further elaborated. The results show that expansive soil is rich in hydrophilic minerals such as illite and montmorillonite. The larger the amplitude of the dry–wet cycle, the more significant the volume change is. With the alternating dry–wet cycle treatment, the microscopic analysis shows that the water migration channels gradually become larger until a new balance is reached. The T2 spectra of the NMR test also show that the overall internal structure develops from stable to unstable. With dry–wet cycles, the unstable change in the soil internal structure leads to the attenuation of the macroscopic shear strength. These micro- and macroscopic research results show that the deterioration effect of drying and wetting on expansive soil cannot be ignored.
为探索干湿循环对膨胀土微观结构的影响规律及宏观抗剪强度的劣化效应,分析了膨胀土内部结构变化与力学性能劣化的相关性。选取陕西省汉中市某边坡支护工程试验段膨胀土进行试样制备,确定了三组不同干湿循环含水率变化路径。测试了干湿循环对土样的体积损伤率,分析了土样结构的微观演化规律。在细观分析结论的基础上,进一步阐述了土样宏观抗剪强度的劣化效应。结果表明:膨胀土富含伊利石、蒙脱石等亲水矿物;干湿循环幅值越大,体积变化越显著。在干湿交替循环处理下,微观分析表明,水运移通道逐渐变大,直至达到新的平衡。核磁共振T2谱也表明,整体内部结构由稳定向不稳定发展。随着干湿循环,土体内部结构的不稳定变化导致宏观抗剪强度的衰减。这些微观和宏观研究结果表明,干湿作用对膨胀土的劣化作用不可忽视。
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引用次数: 1
Computational flow analysis with boundary layer and contact representation: I. Tire aerodynamics with road contact 边界层与接触表示的计算流分析:1 .考虑路面接触的轮胎空气动力学
IF 1.7 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.1093/jom/ufac009
T. Kuraishi, Takuya Terahara, K. Takizawa, T. Tezduyar
In computational flow analysis with moving solid surfaces and contact between the solid surfaces, it is a challenge to represent the boundary layers with an accuracy attributed to moving-mesh methods and to represent the contact without leaving a mesh protection gap. The space-time topology change (ST-TC) method, introduced in 2013, makes moving-mesh computation possible even when we have contact between moving solid surfaces or other kinds of flow-domain TC. The contact is represented without giving up on high-resolution flow representation near the moving surfaces. With the ST-TC and other ST computational methods introduced before and after, it has been possible to address many of the challenges encountered in conducting this class of flow analysis in the presence of additional complexities such as geometric complexity, rotation or deformation of the solid surfaces and the multiscale nature of the flow. In this first part of a two-part article, we provide an overview of the methods that made all that possible. We also provide an overview of the computations performed for tire aerodynamics with challenges that include the complexity of a near-actual tire geometry with grooves, road contact, tire deformation and rotation, road roughness and fluid films.
在具有移动实体表面和实体表面之间接触的计算流分析中,如何准确地表示边界层,并在不留下网格保护间隙的情况下表示接触是一个挑战。时空拓扑变化(ST-TC)方法于2013年推出,即使我们在移动的固体表面或其他类型的流域TC之间有接触,也可以进行移动网格计算。在不放弃移动表面附近的高分辨率流表示的情况下表示接触。随着ST- tc和其他ST计算方法的前后介绍,有可能解决在存在额外复杂性的情况下进行此类流动分析时遇到的许多挑战,例如几何复杂性,固体表面的旋转或变形以及流动的多尺度性质。在由两部分组成的文章的第一部分中,我们概述了实现这一切的方法。我们还概述了轮胎空气动力学的计算,其中包括具有沟槽的接近实际的轮胎几何形状的复杂性、道路接触、轮胎变形和旋转、道路粗糙度和流体膜。
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引用次数: 12
Numerical solutions of a gradient-elastic Kirchhoff plate model on convex and concave geometries using isogeometric analysis 用等几何分析方法求解凸、凹几何梯度弹性Kirchhoff板模型
IF 1.7 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.1093/jom/ufac017
Y. Leng, Tianyi Hu, Sthavishtha R. Bhopalam, Héctor Mauricio Serna-Gómez
In this work, we study numerical solutions of a gradient-elastic Kirchhoff plate model on convex and concave geometries. For a convex plate, we first show the well-posedness of the model. Then, we split the sixth-order partial differential equation (PDE) into a system of three second-order PDEs. The solution of the resulting system coincides with that of the original PDE. This is verified with convergence studies performed by solving the sixth-order PDE directly (direct method) using isogeometric analysis (IGA) and the system of second-order PDEs (split method) using both IGA and C0 finite elements. Next, we study a concave pie-shaped plate, which has one re-entrant point. The well-posedness of the model on the concave domain is proved. Numerical solutions obtained using the split method differ significantly from that of the direct method. The split method may even lead to nonphysical solutions. We conclude that for gradient-elastic Kirchhoff plates with concave corners, it is necessary to use the direct method with IGA.
在这项工作中,我们研究了梯度弹性Kirchhoff板模型在凸和凹几何上的数值解。对于凸板,我们首先证明了模型的适位性。然后,我们将六阶偏微分方程分解为三个二阶偏微分方程系统。所得系统的解与原PDE的解一致。通过使用等几何分析(IGA)直接求解六阶偏微分方程(直接法)和使用IGA和C0有限元的二阶偏微分方程(分裂法)系统进行的收敛性研究验证了这一点。其次,我们研究了一个凹饼形板,它有一个重入点。证明了该模型在凹域上的适定性。用分裂法得到的数值解与直接法得到的数值解有很大的不同。分裂方法甚至可能导致非物理的解决方案。结果表明,对于具有凹角的梯度弹性Kirchhoff板,有必要采用IGA直接法。
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引用次数: 2
Characterizing the interfacial fracture energy of stiff islands on stretchable films 可拉伸膜上刚性岛的界面断裂能表征
IF 1.7 4区 工程技术 Q2 Mathematics Pub Date : 2022-01-01 DOI: 10.1093/jom/ufac023
J. Lin, J. Tsai
This study characterized the interfacial fracture energy of stiff islands deposited on a thermoplastic polyurethane (TPU) film. The film can deform by >200%. The film was stretched using a designed fixture, and the fracture behaviors of the islands were observed using a microscope. The island–substrate interface debonding lengths associated with different levels of substrate strain were determined in the stretching tests. Because the stretchable film was a nonlinear material, the Ogden model was employed to characterize the nonlinear constitutive relation. Through the tensile tests, the material parameters in the Ogden model were determined using the reduced-gradient optimization method. On the basis of the measured debonding lengths, a finite element model was generated for the nonlinear properties of the film, and the energy release rates at the crack tip were calculated using the J-integral method. The energy release rates, representing the interfacial fracture energy, were calculated on the basis of the arrested crack associated with different crack lengths. Results reveal that the interfacial fracture energy increased from 0.14 to 0.91 kJ/m2 as the debonding length increased. The behavior is related to the rising resistance curve in TPU materials. In addition, the shearing-dominated mode slightly decreased as the debonded length increased in the stretching tests.
本研究表征了热塑性聚氨酯(TPU)薄膜上沉积的刚性岛的界面断裂能。该薄膜可变形bb0 - 200%。使用设计的夹具拉伸薄膜,并使用显微镜观察岛屿的断裂行为。在拉伸试验中测定了不同基底应变水平下岛-基底界面脱粘长度。由于可拉伸薄膜是一种非线性材料,因此采用Ogden模型来表征其非线性本构关系。通过拉伸试验,采用减小梯度优化方法确定了Ogden模型中的材料参数。基于实测的脱粘长度,建立了薄膜非线性特性的有限元模型,并利用j积分法计算了裂纹尖端的能量释放率。能量释放率代表界面断裂能,是根据不同裂纹长度下的止裂量来计算的。结果表明:随着脱粘长度的增加,界面断裂能从0.14 kJ/m2增加到0.91 kJ/m2;这种行为与TPU材料的电阻上升曲线有关。在拉伸试验中,随着脱粘长度的增加,剪切主导模式略有下降。
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引用次数: 0
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Journal of Mechanics
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