An Improved Wiener Path Integral Approach for Stochastic Response Estimation of Nonlinear Systems Under Non-White Excitation

IF 1.9 4区 工程技术 Q3 ENGINEERING, MECHANICAL Journal of Computational and Nonlinear Dynamics Pub Date : 2024-07-18 DOI:10.1115/1.4065959
Ying Zhao, Fengyu Fan
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Abstract

An improved Wiener path integral (WPI) approach is developed for predicting the stochastic response probability density functions (PDFs) of nonlinear systems under non-white excitation. Specifically, the excitation process is modeled as the output of a filter whose input is Gaussian white noise, the joint response PDF of the nonlinear system is expressed as a functional integral of the stochastic action over the space of all possible trajectories between the initial and final states, and the second-order variation of the stochastic action is recast to a quadratic form and taken into account in the estimation of the joint response PDF. Compared to the standard WPI approach where the second-order variation of the stochastic action is regarded as a constant, the improved WPI approach developed herein considers the fluctuations of the second-order variation of the stochastic action in the computational domain, thus improving the accuracy of the stochastic response estimation. Two numerical examples are illustrated, and the non-stationary response PDFs estimated by the improved WPI approach agree well with the Monte Carlo simulation results.
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非白激励下非线性系统随机响应估计的改进型维纳路径积分法
本文提出了一种改进的维纳路径积分(WPI)方法,用于预测非白激励下非线性系统的随机响应概率密度函数(PDF)。具体来说,激励过程被建模为输入为高斯白噪声的滤波器的输出,非线性系统的联合响应概率密度函数被表示为随机作用在初始状态和最终状态之间所有可能轨迹空间上的函数积分,随机作用的二阶变化被重铸成二次方形式,并在联合响应概率密度函数的估计中被考虑在内。与将随机作用的二阶变化视为常数的标准 WPI 方法相比,本文开发的改进 WPI 方法考虑了计算域中随机作用二阶变化的波动,从而提高了随机响应估计的精度。两个数值示例说明了改进 WPI 方法估算出的非稳态响应 PDF 与蒙特卡罗模拟结果非常吻合。
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来源期刊
CiteScore
4.00
自引率
10.00%
发文量
72
审稿时长
6-12 weeks
期刊介绍: The purpose of the Journal of Computational and Nonlinear Dynamics is to provide a medium for rapid dissemination of original research results in theoretical as well as applied computational and nonlinear dynamics. The journal serves as a forum for the exchange of new ideas and applications in computational, rigid and flexible multi-body system dynamics and all aspects (analytical, numerical, and experimental) of dynamics associated with nonlinear systems. The broad scope of the journal encompasses all computational and nonlinear problems occurring in aeronautical, biological, electrical, mechanical, physical, and structural systems.
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