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In-situ 3D contour measurement for laser powder bed fusion based on phase guidance 基于相位导引的激光粉末床融合三维轮廓原位测量
IF 3.4 3区 工程技术 Q1 Engineering Pub Date : 2023-03-01 DOI: 10.1016/j.taml.2022.100405
Yuze Zhang , Pan Zhang , Xin Jiang , Siyuan Zhang , Kai Zhong , Zhongwei Li

In-situ layerwise imaging measurement of laser powder bed fusion (LPBF) provides a wealth of forming and defect data which enables monitoring of components quality and powder bed homogeneity. Using high-resolution camera layerwise imaging and image processing algorithms to monitor fusion area and powder bed geometric defects has been studied by many researchers, which successfully monitored the contours of components and evaluated their accuracy. However, research for the methods of in-situ 3D contour measurement or component edge warping identification is rare. In this study, a 3D contour measurement method combining gray intensity and phase difference is proposed, and its accuracy is verified by designed experiments. The results show that the high-precision of the 3D contours can be achieved by the constructed energy minimization function. This method can detect the deviations of common geometric features as well as warpage at LPBF component edges, and provides fundamental data for in-situ quality monitoring tools.

激光粉末床熔融(LPBF)的原位分层成像测量提供了丰富的成形和缺陷数据,可以监测部件质量和粉末床均匀性。利用高分辨率相机分层成像和图像处理算法监测融合区域和粉末床的几何缺陷已被许多研究人员研究,并成功地监测了部件的轮廓并评估了其精度。然而,对于三维轮廓的原位测量或构件边缘翘曲识别方法的研究却很少。本文提出了一种结合灰度强度和相位差的三维轮廓测量方法,并通过设计实验验证了该方法的准确性。结果表明,所构造的能量最小化函数可以实现高精度的三维轮廓。该方法可以检测到常见几何特征的偏差以及LPBF构件边缘的翘曲,为现场质量监测工具提供基础数据。
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引用次数: 1
Path integral solutions for n-dimensional stochastic differential equations under α-stable Lévy excitation α-稳定l<s:1>激励下n维随机微分方程的路径积分解
IF 3.4 3区 工程技术 Q1 Engineering Pub Date : 2023-03-01 DOI: 10.1016/j.taml.2023.100430
Wanrong Zan , Yong Xu , Jürgen Kurths

In this paper, the path integral solutions for a general n-dimensional stochastic differential equations (SDEs) with α-stable Lévy noise are derived and verified. Firstly, the governing equations for the solutions of n-dimensional SDEs under the excitation of α-stable Lévy noise are obtained through the characteristic function of stochastic processes. Then, the short-time transition probability density function of the path integral solution is derived based on the Chapman-Kolmogorov-Smoluchowski (CKS) equation and the characteristic function, and its correctness is demonstrated by proving that it satisfies the governing equation of the solution of the SDE, which is also called the Fokker-Planck-Kolmogorov equation. Besides, illustrative examples are numerically considered for highlighting the feasibility of the proposed path integral method, and the pertinent Monte Carlo solution is also calculated to show its correctness and effectiveness.

本文推导并验证了具有α-稳定Lévy噪声的一般n维随机微分方程的路径积分解。首先,通过随机过程的特征函数,得到了在α-稳定Lévy噪声激励下n维SDE解的控制方程。然后,基于Chapman-Kolmogorov-Smoluchowski(CKS)方程和特征函数,导出了路径积分解的短时转移概率密度函数,并通过证明它满足SDE解的控制方程,即Fokker-Planck-Kolmokorov方程,证明了它的正确性。此外,为了突出所提出的路径积分方法的可行性,还对相应的蒙特卡罗解进行了数值计算,以表明其正确性和有效性。
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引用次数: 2
Linear logistic regression with weight thresholding for flow regime classification of a stratified wake 分层尾流流型分类的加权阈值线性逻辑回归
IF 3.4 3区 工程技术 Q1 Engineering Pub Date : 2023-03-01 DOI: 10.1016/j.taml.2022.100414
Xinyi L.D. Huang, Robert F. Kunz, Xiang I.A. Yang

A stratified wake has multiple flow regimes, and exhibits different behaviors in these regimes due to the competing physical effects of momentum and buoyancy. This work aims at automated classification of the weakly and the strongly stratified turbulence regimes based on information available in a full Reynolds stress model. First, we generate a direct numerical simulation database with Reynolds numbers from 10,000 to 50,000 and Froude numbers from 2 to 50. Order (100) independent realizations of temporally evolving wakes are computed to get converged statistics. Second, we train a linear logistic regression classifier with weight thresholding for automated flow regime classification. The classifier is designed to identify the physics critical to classification. Trained against data at one flow condition, the classifier is found to generalize well to other Reynolds and Froude numbers. The results show that the physics governing wake evolution is universal, and that the classifier captures that physics.

分层尾流具有多种流态,并且由于动量和浮力的相互竞争的物理效应,在这些流态中表现出不同的行为。这项工作的目的是基于在一个完整的雷诺应力模型中可用的信息,对弱和强分层湍流状态进行自动分类。首先,我们生成一个直接的数值模拟数据库,其中雷诺数从1万到5万,弗劳德数从2到50。计算了时变尾迹的100阶独立实现以得到收敛统计。其次,我们训练了一个具有权值阈值的线性逻辑回归分类器,用于自动流态分类。分类器设计用于识别对分类至关重要的物理。根据一种流动条件下的数据进行训练,发现分类器可以很好地推广到其他雷诺兹和弗劳德数。结果表明,控制尾流演化的物理是普遍的,分类器捕获了这种物理。
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引用次数: 1
Noise color influence on escape times in nonlinear oscillators - experimental and numerical results 噪声颜色对非线性振荡器逸出时间的影响——实验和数值结果
IF 3.4 3区 工程技术 Q1 Engineering Pub Date : 2023-03-01 DOI: 10.1016/j.taml.2022.100420
Thomas Breunung, Balakumar Balachandran

The interplay between noise and nonlinearites can lead to escape dynamics. Associated nonlinear phenomena have been observed in various applications ranging from climatology to biology and engineering. For reasons of computational ease, in most studies, Gaussian white noise is used. However, this noise model is not physical due to the associated infinite energy content. Here, the authors present extensive experimental investigations and numerical simulations conducted to examine the impact of noise color on escape times in nonlinear oscillators. With a careful parameterization of the numerical simulations, the authors are able to make quantitative comparisons with experimental results. Through the experiments and simulations, it is illustrated that the noise color can drastically influence escape times and escape probability.

噪声和非线性之间的相互作用会导致逃逸动力学。相关的非线性现象已经在从气候学到生物学和工程学的各种应用中被观察到。由于计算方便,在大多数研究中都使用高斯白噪声。然而,由于相关的无限能量含量,该噪声模型不是物理的。在这里,作者提出了广泛的实验研究和数值模拟,以研究噪声颜色对非线性振荡器中逃逸时间的影响。通过对数值模拟的仔细参数化,作者能够与实验结果进行定量比较。通过实验和仿真表明,噪声颜色对逃逸次数和逃逸概率有很大的影响。
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引用次数: 4
Bayesian system identification and chaotic prediction from data for stochastic Mathieu-van der Pol-Duffing energy harvester 随机Mathieu van der Pol-Duffing能量采集器的贝叶斯系统辨识和混沌预测
IF 3.4 3区 工程技术 Q1 Engineering Pub Date : 2023-03-01 DOI: 10.1016/j.taml.2022.100412
Di Liu, Shen Xu, Jinzhong Ma

In this paper, the approximate Bayesian computation combines the particle swarm optimization and sequential Monte Carlo methods, which identify the parameters of the Mathieu-van der Pol-Duffing chaotic energy harvester system. Then the proposed method is applied to estimate the coefficients of the chaotic model and the response output paths of the identified coefficients compared with the observed, which verifies the effectiveness of the proposed method. Finally, a partial response sample of the regular and chaotic responses, determined by the maximum Lyapunov exponent, is applied to detect whether chaotic motion occurs in them by a 0–1 test. This paper can provide a reference for data-based parameter identification and chaotic prediction of chaotic vibration energy harvester systems.

本文将粒子群优化与序列蒙特卡罗方法相结合,采用近似贝叶斯计算方法对Mathieu-van der Pol-Duffing混沌能量采集器系统进行参数辨识。然后将该方法应用于混沌模型的系数估计,并将识别系数的响应输出路径与观测值进行比较,验证了所提方法的有效性。最后,利用最大Lyapunov指数确定的正则响应和混沌响应的部分响应样本,通过0-1检验来检测它们是否发生混沌运动。本文可为混沌振动能量采集器系统基于数据的参数辨识和混沌预测提供参考。
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引用次数: 1
Modeling cell contractility responses to acoustic tweezing cytometry 模拟细胞对声学推特细胞术的收缩反应
IF 3.4 3区 工程技术 Q1 Engineering Pub Date : 2023-03-01 DOI: 10.1016/j.taml.2022.100400
Suyan Zhang , Zhenzhen Fan

Acoustic tweezing cytometry (ATC) is a recently developed method for cell mechanics regulation. Targeted microbubbles, which are attached to integrins and subsequently the actin cytoskeleton, anchor, amplify and transmit the mechanical energy in an acoustic field inside the cells, eliciting prominent cytoskeleton contractile force increases in various cell types. We propose that a mechanochemical conversion mechanism is critical for the high efficiency of ATC to activate cell contractility responses. Our models predict key experimental observations. Moreover, we study the influences of ATC parameters (ultrasound center frequency, pulse repetition frequency, duty cycle, and acoustic pressure), cell areas, the number of ATC stimuli, and extracellular matrix rigidity on cell contractility responses to ATC. The simulation results suggest that it is large molecules, rather than small ions, that facilitate global responses to the local ATC stimulation, and the incorporation of visible stress fiber bundles improves the accuracy of modeling.

声学镊子细胞术(ATC)是近年来发展起来的一种细胞力学调节方法。靶向微泡附着在整合素和肌动蛋白细胞骨架上,在细胞内的声场中锚定、放大和传递机械能,在各种细胞类型中引起细胞骨架收缩力的显著增加。我们认为机械化学转化机制是ATC高效激活细胞收缩反应的关键。我们的模型预测了关键的实验观察结果。此外,我们还研究了ATC参数(超声中心频率、脉冲重复频率、占空比和声压)、细胞面积、ATC刺激次数和细胞外基质刚度对ATC下细胞收缩性反应的影响。模拟结果表明,是大分子而不是小离子促进了局部ATC刺激的全局响应,可见应力纤维束的加入提高了建模的准确性。
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引用次数: 0
Assembly and disassembly mechanics of a spherical snap fit 球形卡扣配合的装配和拆卸机制
IF 3.4 3区 工程技术 Q1 Engineering Pub Date : 2023-01-01 DOI: 10.1016/j.taml.2022.100403
Xiao-Lin Guo, Bo-Hua Sun

The snap fit is a common mechanical mechanism. We have studied the spherical snap fit carefully for its physical asymmetry, which is easy to assemble but difficult to disassemble. Because of the complexity of spherical snap fit, it is difficult to get a theoretical formula to describe its physical asymmetry. In this paper, the pushing assembly and pulling disassembly of spherical snap fit are studied by both finite element analysis and experiments. The theoretical formulaes of spherical snap fit have been obtained based on numerical simulations and theoretical results of cylindrical snap fit.

卡扣配合是一种常见的机械机构。我们仔细研究了球形卡扣配合的物理不对称性,它易于组装但拆卸困难。由于球面旋合的复杂性,很难得到一个描述其物理不对称性的理论公式。本文采用有限元分析和实验相结合的方法,对球面卡箍配合的推装和拉拆进行了研究。在数值模拟的基础上,结合圆柱卡箍配合的理论结果,得到了球面卡箍配合的理论公式。
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引用次数: 0
Hydrocephalic cerebrospinal fluid flowing rotationally with pulsatile boundaries: A mathematical simulation of the thermodynamical approach 以脉动边界旋转流动的脑积水脑脊液:热力学方法的数学模拟
IF 3.4 3区 工程技术 Q1 Engineering Pub Date : 2023-01-01 DOI: 10.1016/j.taml.2022.100418
Hemalatha Balasundaram , Senthamilselvi Sathyamoorthi , Unai Fernandez-Gamiz , Samad Noeiaghdam , Shyam Sundar Santra

To study the kinematics of flow rate and ventricular dilatation, an analytical perturbation approach of hydrocephalus has been devised. This research provides a comprehensive investigation of the characteristics of cerebrospinal fluid (CSF) flow and pressure in a hydrocephalic patient. The influence of hydrocephalic CSF, flowing rotationally with realistic dynamical characteristics on pulsatile boundaries of subarachnoid space, was demonstrated using a nonlinear controlling system of CSF. An analytical perturbation method of hydrocephalus has been developed to investigate the biomechanics of fluid flow rate and the ventricular enlargement. In this paper presents a detailed analysis of CSF flow and pressure dynamics in a hydrocephalic patient. It was elaborated with a nonlinear governing model of CSF to show the influence of hydrocephalic CSF, flowing rotationally with realistic dynamical behaviors on pulsatile boundaries of subarachnoid space. In accordance with the suggested model, the elasticity factor changes depending on how much a porous layer, in this case the brain parenchyma, is stretched. It was improved to include the relaxation of internal mechanical stresses for various perturbation orders, modelling the potential plasticity of brain tissue. The initial geometry that was utilised to create the framework of CSF with pathological disease hydrocephalus and indeed the output of simulations using this model were compared to the actual progression of ventricular dimensions and shapes in patients. According to this observation, the non - linear and elastic mechanical phenomena incorporated into the current model are probably true. Further modelling of ventricular dilation at a normal pressure may benefit from the existence of a valid model whose parameters approximate genuine mechanical characteristics of the cerebral cortex.

为了研究脑积水的血流速率和心室扩张的运动学,提出了一种分析脑积水的摄动方法。本研究提供了脑积水患者脑脊液(CSF)流量和压力特征的全面调查。利用脑脊液非线性控制系统,研究了脑脊液旋转流动对蛛网膜下腔脉动边界的影响。本文提出了一种分析摄动脑积水的方法来研究脑积水的流体流速和脑室增大的生物力学。本文详细分析了脑积水患者脑脊液的流动和压力动力学。利用脑脊液的非线性控制模型,阐述了脑脊液旋转流动对蛛网膜下腔脉动边界的影响。根据建议的模型,弹性因子的变化取决于多孔层(在这种情况下是脑实质)被拉伸的程度。它被改进为包括内部机械应力的各种扰动的松弛,模拟大脑组织的潜在可塑性。用于创建病理性脑积水脑脊液框架的初始几何形状,以及使用该模型的模拟输出,与患者心室尺寸和形状的实际进展进行了比较。根据这一观察,纳入当前模型的非线性和弹性力学现象可能是正确的。进一步模拟正常压力下的心室扩张可能受益于有效模型的存在,其参数接近真实的大脑皮层力学特性。
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引用次数: 1
Machine learning in mechanics 力学中的机器学习
IF 3.4 3区 工程技术 Q1 Engineering Pub Date : 2023-01-01 DOI: 10.1016/j.taml.2022.100416
Xiang Yang, Jianchun Wang
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引用次数: 1
On interaction between freely moving bodies and fluid in a channel flow 通道流动中自由运动的物体与流体的相互作用
IF 3.4 3区 工程技术 Q1 Engineering Pub Date : 2023-01-01 DOI: 10.1016/j.taml.2022.100413
Qingsong Liu , Samire Yazar , Frank Smith

The interaction between free fast-moving bodies (or particles) and the fluid surrounding them is studied, motivated by applications in different branches of industry, biomedicine, the environment and science such as flying droplets, ice growth, dust, impacts, food grains, sport, complexity and storms. New inviscid-based modelling and results on the behaviour of two interacting bodies inside a channel flow are described. This is followed by discussion of the more-bodies extension with a view to treating arrays of bodies in a rational manner. Significant dependences on initial conditions and on the comparative body masses and moments of inertia are found for the occurrence of body-body impacts as opposed to wall-body impacts and for the associated impact times.

自由快速移动的物体(或粒子)与周围流体之间的相互作用被研究,其动机是在工业、生物医学、环境和科学的不同分支中的应用,如飞沫、冰生长、灰尘、影响、粮食、运动、复杂性和风暴。描述了新的基于非粘性的模型和两个相互作用的体在通道流中的行为的结果。然后讨论多体扩展,以便以合理的方式处理多体数组。我们发现,相对于壁面碰撞,发生的体-体碰撞和相关的碰撞时间与初始条件、相对质量和转动惯量有很大的关系。
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引用次数: 1
期刊
Theoretical and Applied Mechanics Letters
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