结构非平稳随机响应分析的快速虚拟激励法

虚拟激励法能够方便地应用于结构非平稳随机响应分析,但在每个离散频点处都涉及到虚拟激励作用下动力方程的时程积分,对于大型复杂结构,其计算量是难以接受的。将结构动力方程写成状态方程形式,采用精细积分法对状态方程进行数值求解,导出了结构动力响应关于离散时刻处激励的显式线性表达式。利用这一显式表达式,只需要变换离散时刻处的激励数值,就可以方便快捷地求出新的激励作用下的结构动力响应。效率分析和数值算例表明,相对于传统虚拟激励法,本文提出的改进算法在求解非平稳激励下结构随机振动方面具有更高的计算效率。     

基于固有时间尺度分解的电台瞬态特征提取

在实际接收到的电台瞬态信号通常都表现出非平稳性或非线性,可以通过对此类信号的瞬时参数的估计达到信号检测及电台个体识别的目的。然而,利用传统的方法如希尔伯特变换或小波变换对这些非平稳信号进行处理时常常会遇到困难。提出一种基于固有时间尺度分解的非平稳信号瞬时参数提取及电台个体识别方法,仿真试验结果证明了该方法的有效性。     

参数化时频分析综述

参数化时频分析是处理非平稳信号的重要手段。该文综述了参数化时频分析的产生、原理、快速算法。分析了现存的参数化时频分析方法存在的问题,提出了进一步提高分解自适应性和实时性的思路,指出了将图像处理方法和摄动理论应用到参数化时频分析方法中等有价值的研究方向。     

基于支持向量机方法对非平稳时间序列的预测

目前有关非平稳复杂系统及其在预测中的应用研究是一个较少被人理解并有重大科学意义的前瞻性研究课题.在大气运动中,气候正是一个典型的非平稳系统,但是现有的气候预测理论,包括统计预测理论和非线性预测理论,几乎都无一例外地建立在平稳性假定的基础之上,这有悖于气候过程的基本性质,它有可能是导致气候预测水平低下的重要的理论原因.因此以分析如何降低时间序列非平稳程度作为切入点来研究短期气候预测问题有着重要的理论意义.利用基于“升维”思想的支持向量机方法对时变控制参数条件下Lorenz系统产生的非平稳时间序列以及来自实际 关键词： 支持向量机 非平稳过程 预测     

用虚拟激励法求解非比例阻尼线性体系的非平稳随机地震响应

应用复振型分解方法,将非比例阻尼线性体系在地震作用下的动力方程求解问题转化为若干个广义复振子的求解与叠加问题。通过假定地震地面运动为一零均值的非平稳随机激励,应用虚拟激励法原理,推导得到了广义复振子动力坐标计算的一般公式,进而得到了非比例阻尼线性体系非平稳随机地震响应计算的一般解答。由于可以选择少量共轭复振型的影响进行计算,对于大型复杂非比例阻尼结构,其随机地震响应计算工作量可以大幅度减小。算例证实了这种方法的可靠性及可行性。     

Block Two-stage Methods for Singular Systems and Markov Chains

The use of block two-stage methods for the iterative solution of consistent singular linear systems is studied. In these methods, suitable for parallel computations, different blocks, i.e., smaller linear systems, can be solved concurrently by different processors. Each of these smaller systems are solved by an (inner) iterative method. Hypotheses are provided for the convergence of non-stationary methods, i.e., when the number of inner iterations may vary from block to block and from one outer iteration to another. It is shown that the iteration matrix corresponding to one step of the block method is convergent, i.e., that its powers converge to a limit matrix. A theorem on the convergence of the infinite product of matrices with the same eigenspace corresponding to the eigenvalue 1 is proved, and later used as a tool in the convergence analysis of the block method. The methods studied can be used to solve any consistent singular system, including discretizations of certain differential equations. They can also be used to find stationary probability distribution of Markov chains. This last application is considered in detail.     

A COMPARATIVE STUDY OF TIME-STEPPING TECHNIQUES FOR THE INCOMPRESSIBLE NAVIER-STOKES EQUATIONS: FROM FULLY IMPLICIT NON-LINEAR SCHEMES TO SEMI-IMPLICIT PROJECTION METHODS

We present a numerical comparison of some time-stepping schemes for the discretization and solution of the non-stationary incompressible Navier– Stokes equations. The spatial discretization is by non-conforming quadrilateral finite elements which satisfy the LBB condition. The major focus is on the differences in accuracy and efficiency between the backward Euler, Crank–Nicolson and fractional-step Θ schemes used in discretizing the momentum equations. Further, the differences between fully coupled solvers and operator-splitting techniques (projection methods) and the influence of the treatment of the nonlinear advection term are considered. The combination of both discrete projection schemesand non-conforming finite elementsallows the comparison of schemes which are representative for many methods used in practice. On Cartesian grids this approach encompasses some well-known staggered grid finite difference discretizations too. The results which are obtained for several typical flow problems are thought to be representative and should be helpful for a fair rating of solution schemes, particularly in long-time simulations.     

基于组合SVR的非平稳时间序列的模糊建模方法

本文介绍一种对非平稳时间序列建模的新方法.参考Janos Abonyi提出的应用于时间序列的模糊分块算法,将该算法与改进的支持向量回归模型结合起来.首先,提出一种改进的支持向量回归的表达形式;然后,通过启发式的加权方法将模糊分块的信息与SVR结合起来;最后,提出一种基于组合SVR的建模方法.实验结果表明,本文提出的方法对于非平稳时间序列的建模具有较高的实用价值.     

Propagation of two-dimensional nonstationary vibrations in an electrically excited piezoceramic prismatic body

The paper outlines a numerical method to solve a plane problem for a piezoceramic prismatic body having rectangular cross-section and undergoing mechanically excited nonstationary vibrations. The features of the onset and propagation of vibrations are studied. The dynamic state of bodies with different widths is analyzed. The thickness and transverse displacements versus time are plotted Translated from Prikladnaya Mekhanika, Vol. 44, No. 11, pp. 71–78, November 2008.     

非平稳非高斯湿下击暴流风雨荷载的模拟

为模拟湿下击暴流风雨荷载,使用时变平均风速和调制的kaimal谱数值模拟具有非平稳非高斯特征的下击暴流脉动风速。从模拟结果可以看出,模拟的脉动风速相关函数明显具有时变的特征,而且瞬时相关函数均与目标函数吻合,因此模拟的脉动风速具有非平稳的目标特性;与此同时,在任意时刻,目标函数也与模拟的脉动风速概率密度函数吻合,表明模拟的脉动风速也具有非高斯的目标特性。因此,所采用的非平稳非高斯过程模拟方法有效可行。针对雨滴冲击荷载,首先对单个雨滴运动分析,推导出单个雨滴的冲击力,进而运用单位体积雨滴谱将单个雨滴冲击扩展到大量雨滴的冲击状态。结果表明,风速对雨滴冲击荷载的影响大,雨荷载变化趋势基本与风速一致,说明湿下击暴流的雨滴冲击作用主要由风速拖拽所致;此外,通过改变降雨强度发现,随着降雨强度增大,雨滴冲击力的变化趋势几乎不变,但峰值增大。