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First-passage Reliability Evaluation Based on the Probability Density Evolution of Stochastic Processes

机译:基于随机过程概率密度演化的第一通道可靠性评估

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First-passage reliability of structures has been playing a central role in engineering performance evaluation and design for decades. It is well recognized that nonlinear stochastic dynamics of high-dimensional systems is the embedded essential tool for reliability evaluation, but great challenges still exist in this field. In the past decade, a family of probability density evolution method (PDEM) was developed. In this method, the coupling between the nonlinearity and the randomness was broken, and thereby a family of generalized density evolution equation was derived. Most recently, it is also applied in the dimension reduction of FPK equation for additively excited systems. In the present paper, this method is employed to capture the first-passage reliability of additively excited systems by imposing an absorbing boundary condition on the governing probability density evolution equation. Numerical examples are illustrated. Problems to be further studied are discussed.
机译:几十年来,结构的第一段可靠性在工程绩效评估和设计方面一直在发挥着核心作用。众所周知,高维系统的非线性随机动力学是可靠性评估的嵌入式基本工具,但该领域仍存在巨大挑战。在过去十年中,开发了一系列概率密度进化法(PDEM)。在该方法中,非线性和随机性之间的耦合被破坏,从而导出了一系列广义密度进化方程。最近,它还应用于用于加剧激励系统的FPK方程的维度降低。在本文中,采用该方法来捕获通过对控制概率密度进化方程的吸收边界条件施加吸收边界条件来捕获添加剂的第一通道可靠性。说明了数值例子。讨论了要进一步研究的问题。

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