A Reduced-Order Wiener Path Integral Formalism for Determining the Stochastic Response of Nonlinear Systems with Fractional Derivative Elements

I. Mavromatis, I. Kougioumtzoglou
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Abstract

A technique based on the Wiener path integral (WPI) is developed for determining the stochastic response of diverse nonlinear systems with fractional derivative elements. Specifically, a reduced-order WPI formulation is proposed, which can be construed as an approximation-free dimension reduction approach that renders the associated computational cost independent of the total number of stochastic dimensions of the problem. In fact, the herein developed technique can determine, directly, any lower-dimensional joint response probability density function corresponding to a subset only of the response vector components. This is done by utilizing an appropriate combination of fixed and free boundary conditions in the related variational, functional minimization, problem. Notably, the reduced-order WPI formulation is particularly advantageous for problems where the interest lies in few only specific degrees-of-freedom whose stochastic response is critical for the design and optimization of the overall system. An indicative numerical example is considered pertaining to a stochastically excited tuned mass-damper-inerter nonlinear system with a fractional derivative element. Comparisons with relevant Monte Carlo simulation data demonstrate the accuracy and computational efficiency of the technique.
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确定具有分数阶导数元素的非线性系统随机响应的降阶Wiener路径积分形式
提出了一种基于维纳路径积分(WPI)的方法来确定具有分数阶导数元素的非线性系统的随机响应。具体来说,提出了一种降阶WPI公式,它可以被解释为一种无近似的降维方法,使相关的计算成本与问题的随机维数无关。实际上,本文所开发的技术可以直接确定仅对应于响应向量分量子集的任何低维联合响应概率密度函数。这是通过在相关的变分、函数最小化问题中利用固定和自由边界条件的适当组合来完成的。值得注意的是,降阶WPI公式对于只关注几个特定自由度的问题特别有利,这些自由度的随机响应对整个系统的设计和优化至关重要。考虑了一个具有分数阶导数元素的随机激励调谐质量阻尼器非线性系统的指示性数值实例。通过与相关蒙特卡罗模拟数据的比较,验证了该方法的准确性和计算效率。
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CiteScore
5.20
自引率
13.60%
发文量
34
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