基于条件谱确定非线性系统响应统计的视角

IF 3 3区 工程技术 Q2 ENGINEERING, MECHANICAL
Beatrice Pomaro , Pol D. Spanos
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引用次数: 0

摘要

这项研究的重点是确定一类具有多项式非线性特性的通用非线性系统在频域上的随机响应特性。具体来说,研究结果是以系统位移和速度的静态功率谱密度来表示的。为此,我们重新审视了条件功率谱的概念,假设响应过程既是遍历的,又是伪谐波的,并以振幅和相位为特征。我们尝试从理论上阐明现有的条件功率谱公式。特别是,在定义与原始非线性系统相关的响应振幅量的静态概率密度函数时,结合时间平均近似对这一概念进行了解释。结果表明,正确定义响应振幅的静态概率密度,并合理处理振幅贡献的频域分布,可改进静态响应功率谱密度的近似值。这种处理方法包括对与响应振幅的各个值相关的系统响应相一致的大量静态随机响应的替代频谱密度进行平均。半分析结果与大量的蒙特卡罗模拟结果进行了比较,在涉及的相关频率的形状和范围方面,甚至在强非线性系统方面,结果都相当不错。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A perspective on conditional spectrum-based determination of response statistics of nonlinear systems
This work focuses on determining the stochastic response properties, in the frequency domain, of a general class of nonlinear systems with polynomial nonlinearities. Specifically, the results are presented in terms of the stationary power spectral densities of the system's displacement and velocity. This is pursued by revisiting the conditional power spectrum concept, with the assumption that the response process is both ergodic and pseudo-harmonic and characterized by an amplitude, and a phase. A theoretical elucidation of an existing formula for the conditional spectrum is attempted. In particular, this concept is interpreted in conjunction with the time averaging approximation made in the definition of the stationary probability density function of a response amplitude quantity, associated with the original nonlinear system. It is shown that a proper definition of the stationary probability density of the response amplitude, along with a reasonable treatment of the distribution over the frequency domain of the amplitude contribution, lead to an improved approximation of the stationary response power spectral density. The treatment involves the averaging of a population of surrogate spectral densities of stationary random responses conforming with the system responses associated with individual values of the amplitudes of the responses. The semi-analytical results have been quite favourably juxtaposed with a large suite of à propos Monte Carlo simulations, both in terms of the shape and of the range of the involved germane frequencies, even for strongly nonlinear systems.
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来源期刊
Probabilistic Engineering Mechanics
Probabilistic Engineering Mechanics 工程技术-工程:机械
CiteScore
3.80
自引率
15.40%
发文量
98
审稿时长
13.5 months
期刊介绍: This journal provides a forum for scholarly work dealing primarily with probabilistic and statistical approaches to contemporary solid/structural and fluid mechanics problems encountered in diverse technical disciplines such as aerospace, civil, marine, mechanical, and nuclear engineering. The journal aims to maintain a healthy balance between general solution techniques and problem-specific results, encouraging a fruitful exchange of ideas among disparate engineering specialities.
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