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Global Optimization by Generalized Random Tunneling Algorithm (4th Report Application to the Nonlinear Optimum Design Problem of the Mixed Design Variables) 广义随机隧道算法的全局优化(第四次报告在混合设计变量非线性优化设计问题中的应用)
Pub Date : 1900-01-01 DOI: 10.1299/JCST.2.258
S. Kitayama, K. Yamazaki
This paper presents a method to obtain the global or quasi-optimum for the discrete and continuous design variables, based on the Modified Generalized Random Tunneling Algorithm (MGRTA). By handling the discrete design variables as penalty function, the augmented objective function is constructed. As a result, all design variables can be treated as the continuous design variables. The augmented objective function becomes non-convex, and has many local minima. That is, finding optimum of discrete design variables is transformed into finding global optimum of this augmented objective function. Then the MGRTA is applied to this augmented objective function, subject to the behavior and side constraints. We also propose the new update scheme of penalty parameter for the penalty function of discrete design variables in this paper. The proposed update scheme of penalty parameter utilizes the information of the penalty function value of discrete design variables. By utilizing the characteristics of MGRTA, some optima are obtained. The validity of the proposed method is examined through typical benchmark problems.
本文提出了一种基于改进广义随机隧道算法(MGRTA)的离散和连续设计变量的全局或拟最优解求解方法。将离散设计变量作为惩罚函数处理,构造增广目标函数。因此,所有的设计变量都可以看作是连续的设计变量。增广后的目标函数变得非凸,并且具有许多局部极小值。即将离散设计变量的最优求转化为增广目标函数的全局最优求。然后在行为约束和侧约束条件下,将MGRTA应用于该增广目标函数。本文还对离散设计变量的惩罚函数提出了新的惩罚参数更新方案。提出的惩罚参数更新方案利用了离散设计变量的惩罚函数值信息。利用MGRTA的特性,得到了一些最优解。通过典型的基准问题验证了该方法的有效性。
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引用次数: 1
On the Role of an Anisotropy-Resolving Extra Term for a Subgrid-Scale Model in Near-Wall Turbulence 亚网格尺度模型在近壁湍流中各向异性解析附加项的作用
Pub Date : 1900-01-01 DOI: 10.1299/JCST.7.410
T. Ohtsuka, K. Abe
Copyright © 2013 by JSME Abstract An anisotropy-resolving subgrid-scale (SGS) model for large eddy simulation was investigated. This SGS model is constructed by combining an isotropic linear eddyviscosity model with an extra anisotropic term. Although the basic performance of this model was validated by application to fundamental test cases, there still remain several points to be further investigated. In particular, it had not been made clear how the extra anisotropic term worked for improving the predictive performance under a coarse gridresolution condition. For this purpose, we investigated in detail the predicted turbulent structures in the near-wall region. In this study, primary attention was given to the role of the extra anisotropic term in the model. By comparison of the results obtained with and without this extra anisotropic term, it was found that this term was generally effective to enhance unsteady motions of vortex structures generated in the near-wall region. These motions are thought to increase the Reynolds shear stress, resulting in the improvement of the prediction accuracy.
摘要研究了一种用于大涡模拟的各向异性分辨亚网格尺度(SGS)模型。该模型是将各向同性线性涡流黏度模型与一个额外的各向异性项相结合而建立的。尽管该模型的基本性能通过应用于基本测试用例得到了验证,但仍有几个要点需要进一步研究。特别是,在粗糙网格分辨率条件下,额外的各向异性项是如何提高预测性能的,目前还不清楚。为此,我们对预测的近壁区湍流结构进行了详细的研究。本研究主要关注模型中额外各向异性项的作用。通过对加入和不加入该各向异性项的结果进行比较,发现该项一般能有效增强近壁区涡结构的非定常运动。这些运动被认为增加了雷诺剪切应力,从而提高了预测精度。
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引用次数: 8
A Software System for Filling Complex Holes in 3D Meshes by Flexible Interacting Particles 用柔性相互作用粒子填充三维网格复杂孔的软件系统
Pub Date : 1900-01-01 DOI: 10.1299/JCST.2.655
D. Yamazaki, V. Savchenko
3D meshes generated by acquisition devices such as laser range scanners often contain holes due to occlusion, etc. In practice, these holes are extremely geometrically and topologically complex. We propose a heuristic hole filling technique using particle systems to fill complex holes with arbitrary topology in 3D meshes. Our approach includes the following steps: hole identification, base surface creation, particle distribution, triangulation, and mesh refinement. We demonstrate the functionality of the proposed surface retouching system on synthetic and real data.
由激光距离扫描仪等采集设备生成的三维网格通常由于遮挡等原因而包含孔洞。实际上,这些孔在几何上和拓扑上都非常复杂。我们提出了一种启发式填充技术,利用粒子系统填充三维网格中具有任意拓扑结构的复杂孔。我们的方法包括以下步骤:孔识别,基面创建,粒子分布,三角测量和网格细化。我们在合成数据和实际数据上演示了所提出的表面修饰系统的功能。
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引用次数: 0
Trans-Mesh Method and Its Application to Simulations of Incompressible Fluid-Rigid Bodies Interaction 反网格法及其在不可压缩流体-刚体相互作用模拟中的应用
Pub Date : 1900-01-01 DOI: 10.1299/JCST.5.163
S. Asao, K. Matsuno, M. Yamakawa
In this paper, a Trans-mesh method is presented for simulating three-dimensional incompressible fluid-rigid body interaction with collisions. In the Trans-mesh method, the bodies can move freely in a main mesh that covers the entire flow field. The method is constructed based on the four-dimensional control volume in space-time unified domain such that the method assures to be divergence-free in the space-time unified domain and thus satisfies both the physical and geometrical conservation laws simultaneously. First of all, it is confirmed that the present method satisfies the geometric conservation law. Next, we did calculations for a single sphere settling under gravity in the stationary fluid to evaluate the present method. The method was applied to a flow around bodies driven by a flow in a square duct and the unsteady behavior of the flow is shown. The results indicate that this method is promising in such simulations.
本文提出了一种模拟三维不可压缩流体-刚体相互作用的跨网格法。在跨网格法中,物体可以在覆盖整个流场的主网格中自由移动。该方法基于时空统一域中的四维控制体构造,保证了该方法在时空统一域中的无发散性,从而同时满足物理和几何守恒定律。首先,证实了该方法满足几何守恒定律。接下来,我们对一个球体在静止流体中在重力作用下沉降进行了计算,以评估本方法。将该方法应用于方形管道中绕体流动,得到了绕体流动的非定常特性。结果表明,该方法在此类模拟中具有良好的应用前景。
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引用次数: 4
Theoretical Model of Nanoparticle Detection Mechanism in Microchannel with Gating Probe Electrodes 门控探针电极微通道中纳米颗粒检测机理的理论模型
Pub Date : 1900-01-01 DOI: 10.1299/JCST.5.78
K. Doi, M. Ueda, S. Kawano
In recent years, high-speed molecular detection technologies have attracted much attention and some important experimental results in this area have been reported. Tsutsui et al. successfully obtained electric signals of Au nanoparticles flowing in microchannels with gating nanoelectrodes [Tsutsui et al., Nano Lett., Vol. 9, No. 4 (2009), pp. 1659-1662]. The result of their study is expected to contribute to the fundamental development of high-speed DNA sequencers for the next generation. However, details of electro-fluid dynamics phenomena remain to be clarified. In the present study, a theoretical model is developed to explain the mechanism of the detection of charged metallic particles using gating nanoelectrodes, focusing on electric transient responses observed experimentally. The behavior of charges in the experimental system is discussed theoretically, and the resistance, capacitance, and time constant produced by the interaction between a metallic nanoparticle and the gating electrode are quantitatively evaluated. The theoretical result is in reasonable agreement with the experimental data obtained using Au nanoparticles. Thus, the present method is applicable to the study of more complex systems in which molecular fluid dynamics affects electric response.
近年来,高速分子检测技术备受关注,并在该领域取得了一些重要的实验成果。Tsutsui等人利用门控纳米电极成功地获得了金纳米颗粒在微通道中流动的电信号[Tsutsui et al., Nano Lett]。, Vol. 9, No. 4 (2009), pp. 1659-1662。他们的研究结果有望为下一代高速DNA测序仪的基础开发做出贡献。然而,电流体动力学现象的细节仍有待澄清。在本研究中,建立了一个理论模型来解释用门控纳米电极检测带电金属粒子的机制,重点是实验观察到的电瞬态响应。从理论上讨论了实验系统中电荷的行为,并定量评价了金属纳米粒子与门控电极相互作用产生的电阻、电容和时间常数。理论结果与实验结果基本吻合。因此,本方法适用于分子流体动力学影响电响应的更复杂系统的研究。
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引用次数: 4
Influence of the Discretizing Method on the Identified Results in Boundary Value Inverse Analysis by the Boundary Element Method 边界元法边值反分析中离散化方法对辨识结果的影响
Pub Date : 1900-01-01 DOI: 10.1299/JCST.2.1
S. Kawamura, K. Takao, H. Minamoto, Z. Hossain
In this study, the influence of the discretizing method, such as a constant element or a linear element, on the accuracy of the identified results is investigated in the boundary value inverse analysis by the Boundary Element Method. For the regularization of the inverse analysis, the combination method is used; the one that the fundamental solution in B.E.M. is selected adequately and the one that the rank of the coefficient matrix is reduced. The optimum condition for solving the inverse problem is found by two performance indexes which are the condition number of the coefficient matrix and the residual norm caused by the rank reduction of the matrix. In a numerical example, the inverse problem governed by two-dimensional Laplace equation is treated. As a result, the identified result obtained using the linear element has almost the same accuracy as the one using the constant element while the accuracy using the constant element is often better, and the selection method of an adequate fundamental solution is very effective for the inverse analysis. Thus, the inverse analysis may be carried out using the constant element and the adequate fundamental solution selected.
本文研究了用边界元法进行边界值反演分析时,离散化方法(常数元或线性元)对识别结果精度的影响。对于逆分析的正则化,采用组合法;一种是充分选取B.E.M.中的基本解,另一种是降低系数矩阵的秩。通过系数矩阵的条件数和矩阵降阶后的残差模两个性能指标,找到了求解逆问题的最优条件。在一个数值例子中,处理了由二维拉普拉斯方程控制的反问题。结果表明,采用线性单元得到的辨识结果与采用常数单元得到的辨识结果精度几乎相同,而采用常数单元得到的辨识结果往往精度更高,选取合适的基本解的方法对于逆分析是非常有效的。因此,可以使用常数元和选择适当的基本解进行逆分析。
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引用次数: 1
Reliability-Based Topology Optimization of Frame Structures for Multiple Criteria Using SLSV Method 基于SLSV方法的多准则框架结构可靠性拓扑优化
Pub Date : 1900-01-01 DOI: 10.1299/JCST.4.172
N. Kogiso, Y. Hirano, S. Nishiwaki, K. Izui, M. Yoshimura, S. Min
The SLSV (single-loop-single-vector) method is modified for the reliability-based optimization problem with multiple reliability constraints. The design problem is formulated to minimize the structural volume of frame structure in terms of cross-sectional area of each frame element subjected to the two mode reliability constraints. The two mode reliability criteria consist of the mean compliance and mean eigenfrequency. The limit state functions are formulated as normalized form to achieve numerical stability of the SLSV method, because the functions are directly adopted as constraint conditions. That is a large difference from the conventional double-loop method, where the limit state functions do not appear in the optimization loop. Through numerical examples of 2-D and 3-D frame design problems, higher computational efficiency and sufficient reliability approximation accuracy by the SLSV method are demonstrated in comparison with the conventional double loop method that the mode reliabilities are evaluated by the first order reliability method (FORM) in each optimization step. Additionally, the importance of normalization of the limit state functions in the SLSV method is also demonstrated.
针对多可靠性约束的可靠性优化问题,对单环-单向量方法进行了改进。设计问题的目的是在两模态可靠性约束下,使框架结构的结构体积以每个框架单元的横截面积来表示。两种模态可靠性准则由平均柔度和平均特征频率组成。由于将极限状态函数直接作为约束条件,为了实现SLSV方法的数值稳定性,将极限状态函数表述为归一化形式。这与传统的双环方法有很大的不同,在双环方法中,极限状态函数不出现在优化环中。通过二维和三维框架设计问题的数值算例,与传统的双环方法相比,SLSV方法具有更高的计算效率和足够的可靠性逼近精度,该方法在每个优化步骤中都采用一阶可靠度法(FORM)进行模态可靠度评估。此外,还论证了极限状态函数归一化在SLSV方法中的重要性。
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引用次数: 6
Analysis of Tire Tractive Performance on Deformable Terrain by Finite Element-Discrete Element Method 变形地形上轮胎牵引性能的有限元-离散元分析
Pub Date : 1900-01-01 DOI: 10.1299/JCST.2.423
H. Nakashima, Yuzuru Takatsu
The goal of this study is to develop a practical and fast simulation tool for soil-tire interaction analysis, where finite element method (FEM) and discrete element method (DEM) are coupled together, and which can be realized on a desktop PC. We have extended our formerly proposed dynamic FE-DE method (FE-DEM) to include practical soil-tire system interaction, where not only the vertical sinkage of a tire, but also the travel of a driven tire was considered. Numerical simulation by FE-DEM is stable, and the relationships between variables, such as load-sinkage and sinkage-travel distance, and the gross tractive effort and running resistance characteristics, are obtained. Moreover, the simulation result is accurate enough to predict the maximum drawbar pull for a given tire, once the appropriate parameter values are provided. Therefore, the developed FE-DEM program can be applied with sufficient accuracy to interaction problems in soil-tire systems.
本研究的目标是开发一种实用、快速的土-轮胎相互作用分析仿真工具,将有限元法(FEM)和离散元法(DEM)耦合在一起,并可在桌面PC上实现。我们扩展了以前提出的动态FE-DE方法(FE-DEM),以包括实际的土-轮胎系统相互作用,其中不仅考虑了轮胎的垂直下沉,而且考虑了驱动轮胎的行程。FE-DEM数值模拟结果稳定,得到了载荷沉降、沉降行程等变量与总牵引力和运行阻力特性之间的关系。此外,一旦提供适当的参数值,仿真结果足够准确,可以预测给定轮胎的最大拉杆拉力。因此,所开发的有限元dem程序能够以足够的精度应用于土-轮胎系统的相互作用问题。
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引用次数: 31
Proposition of a First-Principles Aided Triple-Scale Analysis for Biocompatible Piezoelectric Thin Films 生物相容性压电薄膜的第一性原理辅助三尺度分析
Pub Date : 1900-01-01 DOI: 10.1299/JCST.3.499
Hwisim Hwang, Y. Uetsuji, S. Sakata, K. Tsuchiya, E. Nakamachi
A process crystallography algorithm based on the first-principles aided triple-scale analysis is newly developed to design biocompatible piezoelectric thin films fabricated on a substrate. The pseudo-potential method within the density functional theory was used to predict the crystal morphology of thin film, such as preferred orientations and their fractions as well as the structural stability of possible conformations of crystal clusters on substrates. A crystal morphology at the micro scale was selected and macro homogenized properties of piezoelectric thin film were obtained through a double-scale finite element analysis based on the crystallographic homogenization theory. Further, our analysis was applied to the existent biocompatible piezoelectric BaTiO3 thin films, fabricated on SrTiO3(110), SrTiO3(001) and MgO(100) substrates. Numerical results of the preferred orientations of the micro structure and the homogenized dielectric constants of the macro structure showed good agreements with experimental results. Additionally, the proposed process crystallography algorithm was applied to the new biocompatible piezoelectric MgSiO3 thin film generation, which has been found by the first-principles calculation in the previous study. As a result, the computational result indicates that the Cr(110) substrate is most suitable for stable crystal growth of [101] oriented MgSiO3 and shows high piezoelectric stress constants, such as e33= 5.39 C/m2 and e31= -3.64 C/m2.
本文提出了一种基于第一性原理辅助三尺度分析的过程晶体学算法,用于设计生物相容性压电薄膜。利用密度泛函理论中的伪势方法预测薄膜的晶体形态,如择优取向及其分数,以及基底上晶体团簇可能构象的结构稳定性。采用基于晶体均匀化理论的双尺度有限元分析方法,选择了一种微观尺度的晶体形态,得到了压电薄膜的宏观均匀化特性。进一步,我们的分析应用于现有的生物相容性压电BaTiO3薄膜,分别制备在SrTiO3(110), SrTiO3(001)和MgO(100)衬底上。微观结构择优取向和宏观结构均质介电常数的数值计算结果与实验结果吻合较好。此外,将本文提出的工艺晶体学算法应用于前人研究中第一性原理计算发现的新型生物相容性MgSiO3压电薄膜的生成。计算结果表明,Cr(110)衬底最适合于[101]取向MgSiO3的稳定晶体生长,且具有较高的压电应力常数,如e33= 5.39 C/m2和e31= -3.64 C/m2。
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引用次数: 2
One-Way Coupled Crystal Plasticity-Hydrogen Diffusion Simulation on Artificial Microstructure 单向耦合晶体塑性-人工微观结构氢扩散模拟
Pub Date : 1900-01-01 DOI: 10.1299/JCST.4.105
R. Miresmaeili, N. Saintier, H. Notsu, J. Olive, H. Kanayama
Many attempts were made in the past to investigate numerically the metal-hydrogen interactions at macro-scale but the actual microstructure was generally not introduced into the analyses. The objective of this work is to simulate, on an artificial polycrystal, the effect of the microstructure-induced stress-strain field heterogeneity on the internal hydrogen evolution. Finite element method is used to take into account explicitly the grain morphologies and their crystalline orientations into the description of the mechanical deformation. A one-way coupled crystal plasticity-transient hydrogen diffusion analysis is developed and applied to solve the boundary value problem. The analysis of the computed hydrogen content field shows that a segregation of hydrogen is observed mainly at the grain boundaries. It is also shown that grain size has a significant effect not only on the amount of hydrogen segregated at the grain boundaries but also on the relative size of concentration gradients.
在宏观尺度上对金属-氢相互作用进行了大量的数值研究,但通常没有将实际的微观结构引入到分析中。本工作的目的是在人工多晶上模拟微观结构诱导的应力-应变场非均匀性对内部析氢的影响。在描述机械变形时,采用有限元方法明确地考虑了晶粒形态及其结晶取向。提出了晶体塑性-瞬态氢扩散的单向耦合分析方法,并将其应用于边值问题的求解。对计算得到的氢含量场进行分析,发现氢偏析主要发生在晶界处。晶粒尺寸不仅对晶界处的氢偏析量有显著影响,而且对浓度梯度的相对大小也有显著影响。
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引用次数: 10
期刊
Journal of Computational Science and Technology
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