A unified formalism of the GE-GDEE for generic continuous responses and first-passage reliability analysis of multi-dimensional nonlinear systems subjected to non-white-noise excitations

数学 非线性系统 马尔可夫过程 边值问题 首次命中时间模型 数学分析 白噪声 统计物理学 形式主义(音乐) 马尔可夫链 应用数学 物理 统计 量子力学 艺术 音乐剧 视觉艺术
作者
Meng‐Ze Lyu,Jianbing Chen
出处
期刊:Structural Safety [Elsevier BV]
卷期号:98: 102233-102233 被引量:39
标识
DOI:10.1016/j.strusafe.2022.102233
摘要

The stochastic response analysis and first-passage reliability evaluation of multi-dimensional nonlinear systems subjected to non-white-noise engineering dynamic excitations have long been challenging problems. The recently developed globally-evolving-based generalized density evolution equation (GE-GDEE) provides a promising tool and is extended in the present paper for these purposes. Firstly, a more general derivation of the GE-GDEE is given for generic Markov or non-Markov path-continuous stochastic processes. In this unified formalism, the GE-GDEE can be established with respect to one- or two-dimensional path-continuous response(s) of interest in a multi-dimensional system subjected to non-white-noise excitations. Further, for the first-passage reliability evaluation, a new process absorbed at the boundary (ABP) corresponding to failure criterion is constructed, and the GE-GDEE of ABP can be established as a one- or two-dimensional partial differential equation (PDE). This equation can then be solved to obtain the probability density in the safety domain, and the first-passage reliability can thereby be obtained via an integral. Meanwhile, the eligibility of imposing an absorbing boundary condition for the first-passage reliability is rigorously proved. Numerical algorithms are elaborated. Several examples of first-passage reliability analysis of multi-dimensional linear/nonlinear systems subjected to white/non-white noise are illustrated, demonstrating the efficiency and accuracy of the proposed method.
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