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Failure Probability of Structural Systems in the Presence of Imprecise Uncertainties

机译:存在不确定性的结构系统的失效概率

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摘要

Structural reliability evaluation is considered to be the solution for modern complex engineering systems possessing uncertain parameters. Reliability estimation involves probabilistic theory when the uncertainties are defined as random variables, whereas with limited resources, it is strenuous to estimate precise parameters in the structural model. Therefore, for such cases, imprecise parameters should be treated appropriately in the design and analysis stage for the improvement of serviceability of the system. On the other side, analyses involving multidimensional, computationally expensive, and highly nonlinear structures are formidable in simulation-based methods in the presence of uncertainties. An efficient uncertainty analysis procedure is presented in this paper for analysing the systems with imprecise uncertainties defined as probability-box variables. The estimated bounds of failure probability for the numerical examples from structural mechanics are compared with the traditional approaches to demonstrate the efficiency of the methodology.
机译:结构可靠性评估被认为是具有不确定参数的现代复杂工程系统的解决方案。当不确定性定义为随机变量时,可靠性估计涉及概率论,而在资源有限的情况下,估计结构模型中的精确参数非常费力。因此,在这种情况下,应在设计和分析阶段适当地处理不精确的参数,以提高系统的可维护性。另一方面,在存在不确定性的情况下,基于仿真的方法中涉及多维,计算量大和高度非线性结构的分析非常困难。本文提出了一种有效的不确定性分析程序,用于分析将不确定性定义为概率箱变量的不确定性系统。将结构力学数值实例的估计失效概率范围与传统方法进行了比较,以证明该方法的有效性。

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