Stochastic dynamics analysis of nonlinear systems with time delay based on path integration method

IF 4.3 2区 工程技术 Q1 ACOUSTICS
Yuanyuan Bai , Liang Wang , Wei Xu , Zhonghua Zhang , Dongxi Li
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引用次数: 0

Abstract

In this paper, an approach based on path integration method is proposed to study the stochastic nonlinear systems with time delay. The delay terms are processed according to the idea of multi-scale representation, so that the response of obtained approximate system is Markovian process. Then the probability density function of the equivalent system is solved by the path integration method, including both transient and steady-state aspects. The method is applied to a system with nonlinear delay term and a coupled two-degree-of-freedom system with multiple delay terms, respectively. The technique of stretching and deformation is used to deal with the dilemma of heavy computational cost caused by transition probability density function when solving high-dimensional system. Meanwhile, the huge matrix is stored sparsely to reduce the running memory usage. Finally, the influence mechanism of different time delay and parameters on the system response is discussed, and the stochastic P-bifurcation phenomenon of the probability density function is observed. The results are compared with Monte Carlo simulation results to verify the effectiveness of the proposed method.
基于路径积分法的非线性时滞系统随机动力学分析
本文提出了一种基于路径积分法的随机非线性时滞系统的研究方法。根据多尺度表示的思想对延迟项进行处理,使得到的近似系统响应为马尔可夫过程。然后用路径积分法求解等效系统的概率密度函数,包括瞬态和稳态两个方面。将该方法分别应用于具有非线性延迟项的系统和具有多延迟项的耦合二自由度系统。在求解高维系统时,采用拉伸变形技术解决了转移概率密度函数带来的计算量大的难题。同时,对庞大的矩阵进行稀疏存储,以减少运行内存的使用。最后,讨论了不同时滞和参数对系统响应的影响机理,并观察到概率密度函数的随机p分岔现象。结果与蒙特卡罗仿真结果进行了比较,验证了所提方法的有效性。
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来源期刊
Journal of Sound and Vibration
Journal of Sound and Vibration 工程技术-工程:机械
CiteScore
9.10
自引率
10.60%
发文量
551
审稿时长
69 days
期刊介绍: The Journal of Sound and Vibration (JSV) is an independent journal devoted to the prompt publication of original papers, both theoretical and experimental, that provide new information on any aspect of sound or vibration. There is an emphasis on fundamental work that has potential for practical application. JSV was founded and operates on the premise that the subject of sound and vibration requires a journal that publishes papers of a high technical standard across the various subdisciplines, thus facilitating awareness of techniques and discoveries in one area that may be applicable in others.
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