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Least Square Finite Element Model for Analysis of Multilayered Composite Plates under Arbitrary Boundary Conditions
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作者 Christian Mathew Yao Fu 《World Journal of Engineering and Technology》 2024年第1期40-64,共25页
Laminated composites are widely used in many engineering industries such as aircraft, spacecraft, boat hulls, racing car bodies, and storage tanks. We analyze the 3D deformations of a multilayered, linear elastic, ani... Laminated composites are widely used in many engineering industries such as aircraft, spacecraft, boat hulls, racing car bodies, and storage tanks. We analyze the 3D deformations of a multilayered, linear elastic, anisotropic rectangular plate subjected to arbitrary boundary conditions on one edge and simply supported on other edge. The rectangular laminate consists of anisotropic and homogeneous laminae of arbitrary thicknesses. This study presents the elastic analysis of laminated composite plates subjected to sinusoidal mechanical loading under arbitrary boundary conditions. Least square finite element solutions for displacements and stresses are investigated using a mathematical model, called a state-space model, which allows us to simultaneously solve for these field variables in the composite structure’s domain and ensure that continuity conditions are satisfied at layer interfaces. The governing equations are derived from this model using a numerical technique called the least-squares finite element method (LSFEM). These LSFEMs seek to minimize the squares of the governing equations and the associated side conditions residuals over the computational domain. The model is comprised of layerwise variables such as displacements, out-of-plane stresses, and in- plane strains, treated as independent variables. Numerical results are presented to demonstrate the response of the laminated composite plates under various arbitrary boundary conditions using LSFEM and compared with the 3D elasticity solution available in the literature. 展开更多
关键词 Multilayered Composite and Sandwich Plate Transverse Stress Continuity Condition Arbitrary Boundary Condition Layerwise Theory least-squares formulation
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均匀设计及偏最小二乘回归法在高渗乳油研制中的应用 被引量:4
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作者 魏方林 朱国念 《农药》 CAS 北大核心 2006年第6期387-389,396,共4页
以实例说明如何在高渗乳油制剂研制中应用均匀设计和偏最小二乘回归法。以制剂不含渗透剂与含有渗透剂时的润湿时间差值(Y1)、渗透时间差值(Y2)作为试验指标,以20%三唑磷高渗乳油配方研制为例,应用均匀设计法设计试验方案,对试验结果采... 以实例说明如何在高渗乳油制剂研制中应用均匀设计和偏最小二乘回归法。以制剂不含渗透剂与含有渗透剂时的润湿时间差值(Y1)、渗透时间差值(Y2)作为试验指标,以20%三唑磷高渗乳油配方研制为例,应用均匀设计法设计试验方案,对试验结果采用偏最小二乘回归法,以因变量最大值为优化方向,同时对两个试验指标进行回归建模,得到Y1与各渗透剂含量回归模型及Y2与各渗透剂含量回归模型,模型拟合的决定系数R2分别为0.9883、0.9978。最优目标函数值Y1、Y2分别为176.21s、137.18s,实测值分别为176.10s、137.11s。 展开更多
关键词 均匀设计 偏最小二乘回归 三唑磷 高渗乳油 制剂加工
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偏最小二乘回归方法在橡胶配方设计中的应用 被引量:1
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作者 高立君 辛振祥 《橡胶工业》 CAS 北大核心 2007年第10期585-588,共4页
分析采用回归分析方法在建立橡胶配方试验中考察因素和试验数据的二次多项式回归模型时存在的局限性,介绍应用偏最小二乘(PLS)回归方法建立二次多项式回归模型的技术,并通过实例演示PLS回归方法在橡胶配方设计中的应用。结果表明,PLS回... 分析采用回归分析方法在建立橡胶配方试验中考察因素和试验数据的二次多项式回归模型时存在的局限性,介绍应用偏最小二乘(PLS)回归方法建立二次多项式回归模型的技术,并通过实例演示PLS回归方法在橡胶配方设计中的应用。结果表明,PLS回归方法适应多因变量对多自变量的回归建模分析,结论可靠,整体性强。 展开更多
关键词 偏最小二乘回归 橡胶配方设计 回归建模
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Meshless acoustic analysis using a weakly singular Burton-Miller boundary integral formulation
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作者 Linchong CHEN Xiaolin LI 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2020年第12期1897-1914,共18页
The Burton-Miller boundary integral formulation is solved by a complex variable boundary element-free method(CVBEFM)for the boundary-only meshless analysis of acoustic problems with arbitrary wavenumbers.To regularize... The Burton-Miller boundary integral formulation is solved by a complex variable boundary element-free method(CVBEFM)for the boundary-only meshless analysis of acoustic problems with arbitrary wavenumbers.To regularize both strongly singular and hypersingular integrals and to avoid the computation of the solid angle and its normal derivative,a weakly singular Burton-Miller formulation is derived by considering the normal derivative of the solid angle and adopting the singularity subtraction procedures.To facilitate the implementation of the CVBEFM and the approximation of gradients of the boundary variables,a stabilized complex variable moving least-square approximation is selected in the meshless discretization procedure.The results show the accuracy and efficiency of the present CVBEFM and reveal that the method can produce satisfactory results for all wavenumbers,even for extremely large wavenumbers such as k=10000. 展开更多
关键词 meshless method complex variable moving least-square approximation boundary element-free method Burton-Miller formulation REGULARIZATION high frequency acoustic problem large wavenumber
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无单元法在孔洞应力集中问题中的应用 被引量:2
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作者 邹振祝 陈建 《石家庄铁道学院学报》 2000年第2期1-5,共5页
基于滑动最小二乘近似的无单元法摆脱了有限元法节点和单元之间彼此联系的约束 ,能够比较自由地根据实际几何实体情况布置节点、积分子区域 ,并能够根据可能的位移形式采取合适的基函数。本文对无单元法的基本理论进行了简要阐述 。
关键词 无单元法 滑动最小二乘法 罚函数 桥梁孔洞应力
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基于核重构的最小二乘配点法求解Helmholtz方程 被引量:4
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作者 史宝军 袁明武 舒东伟 《力学学报》 EI CSCD 北大核心 2006年第1期125-129,共5页
基于核重构思想构造近似函数,将配点法和最小二乘原理相结合对微分方程进行离散,建立了Helmholtz 方程的最小二乘配点格式,并分别研究了Helmholtz方程的波传播问题和边界层问题.通过数值算例可以发现,给出的数值计算结果非常接近于精确... 基于核重构思想构造近似函数,将配点法和最小二乘原理相结合对微分方程进行离散,建立了Helmholtz 方程的最小二乘配点格式,并分别研究了Helmholtz方程的波传播问题和边界层问题.通过数值算例可以发现,给出的数值计算结果非常接近于精确解,计算精度明显高于SPH法的数值结果,且随着节点数目的增加, 其精确度越来越高,具有良好的收敛性. 展开更多
关键词 HELMHOLTZ方程 无网格法 重构核点法 最小二乘配点格式
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ELASTO-PLASTICITY ANALYSIS BASED ON COLLOCATION WITH THE MOVING LEAST SQUARE METHOD 被引量:2
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作者 Song Kangzu Zhang Xiong Lu Mingwan (Department of Engineering Mechanics,Tsinghua University,Beijing 100084,China) 《Acta Mechanica Solida Sinica》 SCIE EI 2003年第2期162-170,共9页
A meshless approach based on the moving least square method is developed for elasto-plasticity analysis,in which the incremental formulation is used.In this approach,the dis- placement shape functions are constructed ... A meshless approach based on the moving least square method is developed for elasto-plasticity analysis,in which the incremental formulation is used.In this approach,the dis- placement shape functions are constructed by using the moving least square approximation,and the discrete governing equations for elasto-plastic material are constructed with the direct collo- cation method.The boundary conditions are also imposed by collocation.The method established is a truly meshless one,as it does not need any mesh,either for the purpose of interpolation of the solution variables,or for the purpose of construction of the discrete equations.It is simply formu- lated and very efficient,and no post-processing procedure is required to compute the derivatives of the unknown variables,since the solution from this method based on the moving least square approximation is already smooth enough.Numerical examples are given to verify the accuracy of the meshless method proposed for elasto-plasticity analysis. 展开更多
关键词 meshless method ELASTO-PLASTICITY collocation method moving least square incremental formulation
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弹性接触问题的最小二乘混合变分形式
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作者 王光辉 杨晓忠 杨守志 《工程数学学报》 CSCD 北大核心 2002年第2期123-126,共4页
采用最小二乘法对弹性接触问题提出了一种新的混合变分形式 ,对该变分问题解的存在唯一性进行了论证。
关键词 弹性接触问题 最小二乘法 混合变分形式 SIGNORINI问题
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