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Transient analysis of functionally graded curved shells using a nonuniform shape parameter integrated radial basis function approach
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作者 Vay Siu Lo Andrzej Katunin Thien Tich Truong 《Theoretical & Applied Mechanics Letters》 2025年第3期296-308,共13页
In this study,an improved integrated radial basis function with nonuniform shape parameter is introduced.The proposed shape parameter varies in each support domain and is defined byθ=1/d_(max),where d_(max)is the max... In this study,an improved integrated radial basis function with nonuniform shape parameter is introduced.The proposed shape parameter varies in each support domain and is defined byθ=1/d_(max),where d_(max)is the maximum distance of any pair of nodes in the support domain.The proposed method is verified and shows good performance.The results are stable and accurate with any number of nodes and an arbitrary nodal distribution.Notably,the support domain should be large enough to obtain accurate results.This method is then applied for transient analysis of curved shell structures made from functionally graded materials with complex geometries.Through several numerical examples,the accuracy of the proposed approach is demonstrated and discussed.Additionally,the influence of various factors on the dynamic behavior of the structures,including the power-law index,different materials,loading conditions,and geometrical parameters of the structures,was investigated. 展开更多
关键词 Integrated radial basis function shape parameter functionally graded material Curved shell Transient analysis
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改进Hicks-Henne型函数法在翼型参数化中的应用 被引量:12
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作者 张扬 白俊强 +1 位作者 朱军 黄江涛 《飞行力学》 CSCD 北大核心 2011年第5期35-38,共4页
翼型参数化是翼型优化中的重要组成部分。以最常用的Hicks-Henne型函数法为基础,分析了此型函数对翼型后缘描述不精确的原因,并提出了改进方法。由于Hicks-Henne型函数在使用中需确定型函数峰值位置,即站位点和型函数的幅值大小,利用站... 翼型参数化是翼型优化中的重要组成部分。以最常用的Hicks-Henne型函数法为基础,分析了此型函数对翼型后缘描述不精确的原因,并提出了改进方法。由于Hicks-Henne型函数在使用中需确定型函数峰值位置,即站位点和型函数的幅值大小,利用站位点生成函数,结合改变型函数幅值的思想,通过优化算法来自动调节站位点分布和型函数幅值,提高了翼型描述精度。算例分析表明,该改进方法能够大幅度提高Hicks-Henne型函数法对翼型的描述精度,具有一定的工程实用价值。 展开更多
关键词 翼型优化 翼型参数化 型函数
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基于Hicks-Henne型函数和MIGA的机翼形建筑物多目标水力优化 被引量:5
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作者 孙斌 吕宏兴 +3 位作者 宋晨光 韩文霆 张宽地 王文娥 《四川大学学报(工程科学版)》 EI CAS CSCD 北大核心 2013年第4期13-20,共8页
以建立于NACA翼型族厚度分布方程基础上的机翼形水工建筑物多目标水力优化为目标,基于Isight数值优化平台,通过Hicks-Henne型函数实现翼型参数化、多岛遗传算法(MIGA)筛选最优解,构建自动集成与优化体系;选用某小型平原灌区末级矩形渠... 以建立于NACA翼型族厚度分布方程基础上的机翼形水工建筑物多目标水力优化为目标,基于Isight数值优化平台,通过Hicks-Henne型函数实现翼型参数化、多岛遗传算法(MIGA)筛选最优解,构建自动集成与优化体系;选用某小型平原灌区末级矩形渠道机翼形量水槽为算例,根据原型工况及水力参数设定相关约束条件,引入收阻比δ概念,并结合淹没度S构建多目标优化方案,验证优化平台的可靠性与准确性,结果表明,优化方案较初始方案S与δ分别提升10.84%和42.10%。研究结果对机翼形水工建筑物在实际工程中的外形优化与应用提供了一定的参考和建议。 展开更多
关键词 hicks-henne型函数 多岛遗传算法 机翼形 多目标优化 渠道量水
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基于遗传算法及Hicks-Henne型函数的层流翼型优化设计 被引量:8
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作者 许平 姜长生 《空军工程大学学报(自然科学版)》 CSCD 北大核心 2009年第1期13-16,共4页
以高空长航时无人机大展弦比机翼的层流翼型为研究对象,在低雷诺数范围内结合遗传算法与N-S方程气动数值解法,依靠计算流体动力学(CFD)计算技术,对翼型进行气动外形优化设计。在基准翼型的基础上,翼型描述采用了基于Hicks-Henne型函数... 以高空长航时无人机大展弦比机翼的层流翼型为研究对象,在低雷诺数范围内结合遗传算法与N-S方程气动数值解法,依靠计算流体动力学(CFD)计算技术,对翼型进行气动外形优化设计。在基准翼型的基础上,翼型描述采用了基于Hicks-Henne型函数的解析函数线性叠加法,个体以解析函数中的变量组成,通过选择、交叉及变异操作,进行了以高升阻比为目标的优化设计。优化后翼型在低雷诺数条件下的升力系数及升阻比有所提高,证明了利用遗传算法进行层流翼型气动外形优化是可行的。 展开更多
关键词 遗传算法 Hicks—Henne型函数 N-S方程 翼型 气动优化
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基于人工鱼群算法及Hicks-Henne型函数的翼型优化设计研究 被引量:2
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作者 王伟 白俊强 +1 位作者 张扬 朱军 《科学技术与工程》 2011年第24期5870-5874,共5页
人工鱼群算法作为一种新型智能算法,具有良好的克服局部极值、取得全局极值的能力,并且该算法具有对搜索空间具有一定自适应能力、寻优速度较快、算法的实现无需目标函数梯度值等特性,使得其能够适用于多种翼型的优化设计。将人工鱼群... 人工鱼群算法作为一种新型智能算法,具有良好的克服局部极值、取得全局极值的能力,并且该算法具有对搜索空间具有一定自适应能力、寻优速度较快、算法的实现无需目标函数梯度值等特性,使得其能够适用于多种翼型的优化设计。将人工鱼群算法与N-S方程气动数值解法结合,依靠计算流体动力学(CFD)计算技术,对翼型进行气动外形优化设计。在基准翼型的基础上,对翼型的描述采用基于Hicks-Henne型函数的解析函数线性叠加法。利用上述开发的算法对NACA0012和RAE2822进行翼型优化设计,设计结果表明本文发展的优化方法能够很好地适用于进行多种翼型的优化设计。 展开更多
关键词 人工鱼群算法 hicks-henne型函数 N-S方程 翼型 气动优化
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Shape retrieval using multi-level included angle functions-based Fourier descriptor 被引量:1
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作者 徐国清 穆志纯 徐烨 《Journal of Southeast University(English Edition)》 EI CAS 2014年第1期22-26,共5页
An effective shape signature namely multi-level included angle functions MIAFs is proposed to describe the hierarchy information ranging from global information to local variations of shape.Invariance to rotation tran... An effective shape signature namely multi-level included angle functions MIAFs is proposed to describe the hierarchy information ranging from global information to local variations of shape.Invariance to rotation translation and scaling are the intrinsic properties of the MIAFs.For each contour point the multi-level included angles are obtained based on the paired line segments derived from unequal-arc-length partitions of contour.And a Fourier descriptor derived from multi-level included angle functions MIAFD is presented for efficient shape retrieval.The proposed descriptor is evaluated with the standard performance evaluation method on three shape image databases the MPEG-7 database the Kimia-99 database and the Swedish leaf database. The experimental results of shape retrieval indicate that the MIAFD outperforms the existing Fourier descriptors and has low computational complexity.And the comparison of the MIAFD with other shape description methods also shows that the proposed descriptor has the highest precision at the same recall value which verifies its effectiveness. 展开更多
关键词 shape description image retrieval MULTI-LEVEL included angle function Fourier descriptor
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Shape control on probability density function in stochastic systems 被引量:5
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作者 Lingzhi Wang Fucai Qian Jun Liu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第1期144-149,共6页
A novel strategy of probability density function (PDF) shape control is proposed in stochastic systems. The control er is designed whose parameters are optimal y obtained through the improved particle swarm optimiza... A novel strategy of probability density function (PDF) shape control is proposed in stochastic systems. The control er is designed whose parameters are optimal y obtained through the improved particle swarm optimization algorithm. The parameters of the control er are viewed as the space position of a particle in particle swarm optimization algorithm and updated continual y until the control er makes the PDF of the state variable as close as possible to the expected PDF. The proposed PDF shape control technique is compared with the equivalent linearization technique through simulation experiments. The results show the superiority and the effectiveness of the proposed method. The control er is excellent in making the state PDF fol ow the expected PDF and has the very smal error between the state PDF and the expected PDF, solving the control problem of the PDF shape in stochastic systems effectively. 展开更多
关键词 stochastic systems probability density function (PDF) shape control improved particle swarm optimization.
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Technique of Probability Density Function Shape Control for Nonlinear Stochastic Systems 被引量:3
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作者 王玲芝 钱富才 《Journal of Shanghai Jiaotong university(Science)》 EI 2015年第2期129-134,共6页
The shape control of probability density function(PDF) of the system state is an important topic in stochastic systems. In this paper, we propose a control technique for PDF shape of the state variable in nonlinear st... The shape control of probability density function(PDF) of the system state is an important topic in stochastic systems. In this paper, we propose a control technique for PDF shape of the state variable in nonlinear stochastic systems. Firstly, we derive and prove the form of the controller by investigating the Fokker-PlanckKolmogorov(FPK) equation arising from the stochastic system. Secondly, an approach for getting approximate solution of the FPK equation is provided. A special function including some parameters is taken as the approximate stationary solution of the FPK equation. We use nonlinear least square method to solve the parameters in the function, and capture the approximate solution of the FPK equation. Substituting the approximate solution into the form of the controller, we can acquire the PDF shape controller. Lastly, some example simulations are conducted to verify the algorithm. 展开更多
关键词 nonlinear stochastic systems probability density function(PDF) shape control Fokker-PlanckKolmogorov(FPK) equation
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Solving the Optimal Control Problems of Nonlinear Duffing Oscillators By Using an Iterative Shape Functions Method 被引量:2
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作者 Cheinshan Liu Chunglun Kuo Jiangren Chang 《Computer Modeling in Engineering & Sciences》 SCIE EI 2020年第1期33-48,共16页
In the optimal control problem of nonlinear dynamical system,the Hamiltonian formulation is useful and powerful to solve an optimal control force.However,the resulting Euler-Lagrange equations are not easy to solve,wh... In the optimal control problem of nonlinear dynamical system,the Hamiltonian formulation is useful and powerful to solve an optimal control force.However,the resulting Euler-Lagrange equations are not easy to solve,when the performance index is complicated,because one may encounter a two-point boundary value problem of nonlinear differential algebraic equations.To be a numerical method,it is hard to exactly preserve all the specified conditions,which might deteriorate the accuracy of numerical solution.With this in mind,we develop a novel algorithm to find the solution of the optimal control problem of nonlinear Duffing oscillator,which can exactly satisfy all the required conditions for the minimality of the performance index.A new idea of shape functions method(SFM)is introduced,from which we can transform the optimal control problems to the initial value problems for the new variables,whose initial values are given arbitrarily,and meanwhile the terminal values are determined iteratively.Numerical examples confirm the high-performance of the iterative algorithms based on the SFM,which are convergence fast,and also provide very accurate solutions.The new algorithm is robust,even large noise is imposed on the input data. 展开更多
关键词 Nonlinear Duffing oscillator optimal control problem Hamiltonian formulation shape functions method iterative algorithm
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Thermo-mechanical Behaviors of Functionally Graded Shape Memory Alloy Timoshenko Composite Beams 被引量:2
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作者 ZHOU Bo KANG Zetian +2 位作者 MA Xiao XUE Shifeng YANG Jie 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2021年第1期29-43,共15页
This paper focuses on the thermo-mechanical behaviors of functionally graded(FG)shape memory alloy(SMA)composite beams based on Timoshenko beam theory.The volume fraction of SMA fiber is graded in the thickness of bea... This paper focuses on the thermo-mechanical behaviors of functionally graded(FG)shape memory alloy(SMA)composite beams based on Timoshenko beam theory.The volume fraction of SMA fiber is graded in the thickness of beam according to a power-law function and the equivalent parameters are formulated.The governing differential equations,which can be solved by direct integration,are established by employing the composite laminated plate theory.The influences of FG parameter,ambient temperature and SMA fiber laying angle on the thermo-mechanical behaviors are numerically simulated and discussed under different boundary conditions.Results indicate that the neutral plane does not coincide with the middle plane of the composite beam and the distribution of martensite is asymmetric along the thickness.Both the increments of the functionally graded parameter and ambient temperature make the composite beam become stiffer.However,the influence of the SMA fiber laying angle can be negligent.This work can provide the theoretical basis for the design and application of FG SMA structures. 展开更多
关键词 shape memory alloy(SMA) shear deformation thermal effect laminated plate theory functionally graded(FG)beam
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Design and additive manufacturing of bionic hybrid structure inspired by cuttlebone to achieve superior mechanical properties and shape memory function 被引量:1
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作者 Luhao Yuan Dongdong Gu +8 位作者 Xin Liu Keyu Shi Kaijie Lin He Liu Han Zhang Donghua Dai Jianfeng Sun Wenxin Chen Jie Wang 《International Journal of Extreme Manufacturing》 SCIE EI CAS CSCD 2024年第5期189-206,共18页
Lightweight porous materials with high load-bearing,damage tolerance and energy absorption(EA)as well as intelligence of shape recovery after material deformation are beneficial and critical for many applications,e.g.... Lightweight porous materials with high load-bearing,damage tolerance and energy absorption(EA)as well as intelligence of shape recovery after material deformation are beneficial and critical for many applications,e.g.aerospace,automobiles,electronics,etc.Cuttlebone produced in the cuttlefish has evolved vertical walls with the optimal corrugation gradient,enabling stress homogenization,significant load bearing,and damage tolerance to protect the organism from high external pressures in the deep sea.This work illustrated that the complex hybrid wave shape in cuttlebone walls,becoming more tortuous from bottom to top,creates a lightweight,load-bearing structure with progressive failure.By mimicking the cuttlebone,a novel bionic hybrid structure(BHS)was proposed,and as a comparison,a regular corrugated structure and a straight wall structure were designed.Three types of designed structures have been successfully manufactured by laser powder bed fusion(LPBF)with NiTi powder.The LPBF-processed BHS exhibited a total porosity of 0.042% and a good dimensional accuracy with a peak deviation of 17.4μm.Microstructural analysis indicated that the LPBF-processed BHS had a strong(001)crystallographic orientation and an average size of 9.85μm.Mechanical analysis revealed the LPBF-processed BHS could withstand over 25000 times its weight without significant deformation and had the highest specific EA value(5.32 J·g^(−1))due to the absence of stress concentration and progressive wall failure during compression.Cyclic compression testing showed that LPBF-processed BHS possessed superior viscoelastic and elasticity energy dissipation capacity.Importantly,the uniform reversible phase transition from martensite to austenite in the walls enables the structure to largely recover its pre-deformation shape when heated(over 99% recovery rate).These design strategies can serve as valuable references for the development of intelligent components that possess high mechanical efficiency and shape memory capabilities. 展开更多
关键词 additive manufacturing laser powder bed fusion bionic structure CUTTLEBONE mechanical properties shape memory function
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Effect of Texture on the Grain-Size-Dependent Functional Properties of NiTi Shape Memory Alloys and Texture Gradient Design:A Phase Field Study 被引量:1
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作者 Bo Xu Beihai Huang +1 位作者 Chong Wang Qingyuan Wang 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2024年第1期10-32,共23页
Texture is inevitably introduced during the manufacturing of most NiTi shape memory alloys(SMAs),and the textured nanocrystalline NiTi has been extensively employed in engineering.However,the effect of texture,and the... Texture is inevitably introduced during the manufacturing of most NiTi shape memory alloys(SMAs),and the textured nanocrystalline NiTi has been extensively employed in engineering.However,the effect of texture,and the joint effect of grain size(GS)and texture on the functional properties of NiTi SMAs and the corresponding microscopic mechanisms have not been clearly understood yet.In this work,based on the phase field method,the effect of texture on the GS-dependent functional properties of NiTi SMAs,including super-elasticity(SE),one-way shape memory effect(OWSME),and stress-assisted two-way shape memory effect(SATWSME),is investigated,and the corresponding microscopic mechanisms are revealed.Moreover,the samples with discrete geometrical gradients and/or texture gradients are designed to achieve graded functional properties.The simulation results indicate that the dependence of functional properties on texture is due to the effect of crystallographic orientation on martensite transformation and reorientation,which can lead to different inelastic strains.In the designed samples with texture gradients,the stress–strain responses of sheets with various textures are different,allowing for the coordination of overall deformation of the sample by combining such sheets,with varying inelastic deformation degrees.Thus,the overall response of the sample differs from that without texture gradient,leading to the achievement of graded functional properties.The simulation results and new findings in this work contribute to a deeper understanding of the effects of texture,GS,and their interaction on the functional properties of SMAs,and provide valuable reference for the design and development of SMA-based devices with desired functional properties. 展开更多
关键词 Phase field NiTi shape memory alloy TEXTURE Grain size functional property Texture gradient
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Improved shape hardening function for bounding surface model for cohesive soils 被引量:1
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作者 Andrés Nieto-Leal Victor N.Kaliakin 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2014年第4期328-337,共10页
A shape hardening function is developed that improves the predictive capabilities of the generalized bounding surface model for cohesive soils, especially when applied to overconsolidated specimens. This improvement i... A shape hardening function is developed that improves the predictive capabilities of the generalized bounding surface model for cohesive soils, especially when applied to overconsolidated specimens. This improvement is realized without any changes to the simple elliptical shape of the bounding surface, and actually reduces the number of parameters associated with the model by one. 展开更多
关键词 Constitutive model Bounding surface plasticity shape hardening function Clay
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Changes of Left Ventricular Geometry Shape and Left Ventricular Regional Function in Patients With Dilated Cardiomyopathy 被引量:1
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作者 王良玉 谢明星 +3 位作者 李庆波 陈平 蔡志雄 朱稚丹 《South China Journal of Cardiology》 CAS 2009年第1期9-14,共6页
To assess the left ventricle regional systolic and diastolic function, left ventricle geometry and left venticle sphericity indexes in patients with dilated cardiomyopathy (DCM) by quantitative tissue velocity imagi... To assess the left ventricle regional systolic and diastolic function, left ventricle geometry and left venticle sphericity indexes in patients with dilated cardiomyopathy (DCM) by quantitative tissue velocity imaging (QTVI). Methods Thirty normal subjects and 52 DCM patients underwent QTVI and colour Doppler flow imaging study in order to measure the left ventricular regional function along left ventricle apical long-axis view and the left ventricle geometry. Peak tissue velocities of left venticle regional muscular tissue during systole ( Vs), systolic acceleration ( a), early diastole(Ve) and left atrium contraction(Va) along left venticle apical long axis view were measured. The indexes of left ventricular regional systolic and diastolic function were mearsured at the same time. The left ventricle geometry shape was reflected from the systolic and diastolic sphericity index (Sis and Sid), the left ventricular ejection fraction (LVEF) and D wave / A wave (PVd/PVa) of pulmonary veins flowing spectrum reflected the global left ventricular systolic and diastolic function. The Vs, Ve, Va, a, PVd/PVa ratio, LVEF, Sis, Sid and their correlations between normal subjects and patients with DCM were compared and analyzed. Results Vs, Ve, Va, a, PVd/PVa, Sis and Sid in patients with DCM were lower than those in normal persons. There were significant relations between Sis and a ( r = 0. 6142, P 〈 0. 05), Ve/Va and Sid ( r = 0. 6271, P 〈 0. 05 ). Conclusions QTVI offer a newer method which has a higher sensitivity and accuracy in evaluating the left venticle regional systolic and diastolic function in DCM patients. There was significant relation between regional cardiac function and left venticle sphericity. ( S Chin J Cardiol 2009; 10(1) : 9 -14) 展开更多
关键词 quantitative tissue velocity imaging geometry shape dilated cardiomyopathy left ventricular function
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THE APPLICATION OF SPLINE FUNCTION IN THE GEOMETRIC REPRODUCTION OF LOG SHAPE
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作者 于龙梅 《Journal of Northeast Forestry University》 SCIE CAS CSCD 1994年第3期75-78,共4页
The paper introduces a method to get three-dimensional reproduction of log shape by adopting Spline Function in fitting the curve of the finite log data. The method has ad-vantages of higher accuracy, less acquired da... The paper introduces a method to get three-dimensional reproduction of log shape by adopting Spline Function in fitting the curve of the finite log data. The method has ad-vantages of higher accuracy, less acquired data, easier to use, etc. Making use of high-precision drawing function of computer, the graphs of log geometric shape in different visual angles can be achieved easily with this method. It also provided a firm foundation for the determination of optimum saw cutting scheme. 展开更多
关键词 Computer Spline function Three-dimensional reproduction Log shape Optimum saw cutting
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The choosing of reproducing kernel particle shape function with mathematic proof
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作者 夏茂辉 李金 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第10期3067-3071,共5页
Many mechanical problems can be induced from differential equations with boundary conditions; there exist analytic and numerical methods for solving the differential equations. Usually it is not so easy to obtain anal... Many mechanical problems can be induced from differential equations with boundary conditions; there exist analytic and numerical methods for solving the differential equations. Usually it is not so easy to obtain analytic solutions. So it is necessary to give numerical solutions. The reproducing kernel particle (RKP) method is based on the Carlerkin Meshless method. According to the Sobolev space and Fourier transform, the RKP shape function is mathematically proved in this paper. 展开更多
关键词 point of interpolation PARTICLE reproducing kernel particle shape function
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3D analysis of functionally graded material plates with complex shapes and various holes
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作者 曹志远 唐寿高 程国华 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2009年第1期13-18,共6页
In this paper, the basic formulae for the semi-analytical graded FEM on FGM members are derived. Since FGM parameters vary along three space coordinates, the parameters can be integrated in mechanical equations. There... In this paper, the basic formulae for the semi-analytical graded FEM on FGM members are derived. Since FGM parameters vary along three space coordinates, the parameters can be integrated in mechanical equations. Therefore with the parameters of a given FGM plate, problems of FGM plate under various conditions can be solved. The approach uses 1D discretization to obtain 3D solutions, which is proven to be an effective numerical method for the mechanical analyses of FGM structures. Examples of FGM plates with complex shapes and various holes are presented. 展开更多
关键词 functionally graded material semi-analytical method complex shape 3D analysis HOLE
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Influence of Inclusion Shape on Thermoelasto-Plastic Optimun Design of Ceramic Metal Functionally Graded Materials
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作者 王继辉 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2001年第1期19-24,29,共7页
A nonlinear finite element method is applied to observe how inclusion shape influence the thermal response of a ceramic-metal functionally graded material (FGM). The elastic and plastic behaviors of the layers which a... A nonlinear finite element method is applied to observe how inclusion shape influence the thermal response of a ceramic-metal functionally graded material (FGM). The elastic and plastic behaviors of the layers which are two-phase isotropic composites consisting of randomly oriented elastic spheroidal Inclusions and a ductile matrix are predicted by cc mean field method. The prediction results show that inclusion shape has remarkable influence on the overall behavior of the composite. The consequences of the thermal response analysis of the FGM are that the response is dependent on inclusion shape and its composition profile cooperatively and that the plastic behavior of each layer should be taken into account in optimum design of a ceramic-metal FGM. 展开更多
关键词 inclusion shape ceramic-metal functionally graded material mean field method elastoplastic behavior
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ON THE SELECTION OF SHAPE FUNCTION SPACES OF TRIANGULAR PLATE ELEMENTS
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作者 陈绍春 《Acta Mathematica Scientia》 SCIE CSCD 1995年第3期275-282,共8页
Using the method of undetermined coefficients, we construct a set of shape function spaces of nine-node triangular plate elements converging for any meshes, which generalize Spect's element and Veubeke's element.
关键词 unconforming finite element shape function space method of undetermined coefficients
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Balanced Functional Maps for Three-Dimensional Non-Rigid Shape Registration
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作者 Xu-Peng Wang Hang Lei +1 位作者 Yan Liu Nan Sang 《Journal of Electronic Science and Technology》 CAS CSCD 2021年第4期369-378,共10页
Three-dimensional(3D)shape registration is a challenging problem,especially for shapes under non-rigid transformations.In this paper,a 3D non-rigid shape registration method is proposed,called balanced functional maps... Three-dimensional(3D)shape registration is a challenging problem,especially for shapes under non-rigid transformations.In this paper,a 3D non-rigid shape registration method is proposed,called balanced functional maps(BFM).The BFM algorithm generalizes the point-based correspondence to functions.By choosing the Laplace-Beltrami eigenfunctions as the function basis,the transformations between shapes can be represented by the functional map(FM)matrix.In addition,many constraints on shape registration,such as the feature descriptor,keypoint,and salient region correspondence,can be formulated linearly using the matrix.By bi-directionally searching for the nearest neighbors of points’indicator functions in the function space,the point-based correspondence can be derived from FMs.We conducted several experiments on the Topology and Orchestration Specification for Cloud Applications(TOSCA)dataset and the Shape Completion and Animation of People(SCAPE)dataset.Experimental results show that the proposed BFM algorithm is effective and has superior performance than the state-of-the-art methods on both datasets. 展开更多
关键词 functional map(FM) Laplace-Beltrami operator shape registration three-dimensional(3D)non-rigid shape.
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