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在外部独立泊松白噪声下的一些多自由度非线性系统的概率解。

Probabilistic solution of some multi-degree-of-freedom nonlinear systems under external independent Poisson white noises.

机构信息

Department of Civil Engineering, Tianjin University, Tianjin 300072, People's Republic of China.

出版信息

J Acoust Soc Am. 2012 Jun;131(6):4550-7. doi: 10.1121/1.4714766.

Abstract

This paper studies the stationary probability density function (PDF) of the response of multi-degree-of-freedom nonlinear systems under external independent Poisson white noises. The PDF is governed by the high-dimensional generalized Fokker-Planck-Kolmogorov (FPK) equation. The state-space-split (3S) method is adopted to reduce the high-dimensional generalized FPK equation to a low-dimensional equation. Subsequently, the exponential-polynomial closure (EPC) method is further used to solve the reduced FPK equation for the PDF solution. Two illustrative examples are presented to examine the accuracy of the 3S-EPC solution procedure. One example involves a two-degree-of-freedom coupled nonlinear system. The other example is concerned with a ten-degree-of-freedom system with cubic terms in displacement. A Monte Carlo simulation is also performed for simulating the PDF solution of the response. The comparison with the simulated result shows that the 3S-EPC solution procedure can provide satisfactory PDF solutions. The good agreement is also observed in the tail regions of the PDF solutions.

摘要

本文研究了多自由度非线性系统在外激励独立泊松白噪声作用下的响应稳态概率密度函数(PDF)。PDF 由高维广义福克-普朗克-科尔莫戈罗夫(FPK)方程控制。采用状态空间分裂(3S)方法将高维广义 FPK 方程降阶为低维方程。随后,进一步使用指数多项式封闭(EPC)方法求解降阶 FPK 方程以得到 PDF 解。通过两个示例来检验 3S-EPC 求解过程的准确性。一个示例涉及两自由度耦合非线性系统,另一个示例涉及具有位移三次项的十自由度系统。还进行了蒙特卡罗模拟以模拟响应的 PDF 解。与模拟结果的比较表明,3S-EPC 求解过程可以提供令人满意的 PDF 解。在 PDF 解的尾部区域也观察到了很好的一致性。

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