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Numerical probabilistic analysis of structural/acoustic systems

机译:结构/声学系统的数值概率分析

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A methodology that accounts for structural variability in the acoustic response of structural/acoustic systems is presented. The new methodology integrates an advanced mean value first-order probabilistic method with finite element analysis (FEA) and boundary element analysis (BEA) in order to compute the probabilistic acoustic response of a structural/acoustic system subjected to a deterministic excitation. The advanced mean value (AMV) method is used to evaluate the probabilistic response from a linear response surface that is corrected for higher-order terms. FEA and BEA are combined for computing the performance function (i.e., acoustic response) each time that it is requested by the AMV algorithm. The AMV/FEA/BEA methodology is used to illustrate the difference between the probabilistic response of a system and the equivalent deterministic simulation through examples. The interaction between the distinct acoustic normal modes and the structural normal modes that shift due to structural variability constitutes the main source of the difference between the probabilistic and deterministic acoustic results. The non-monotonic nature of the structural/acoustic response is also considered in this development. Results are validated using a Monte Carlo simulation and a standard radius-based importance-sampling algorithm. On the basis of computational time and accuracy, the methodology is concluded to be a viable method of numerically calculating the probabilistic acoustic response of a structural/acoustic system due to structural variability.
机译:提出了一种在结构/声学系统的声学响应中考虑结构变异性的方法。新方法将先进的均值一阶概率方法与有限元分析(FEA)和边界元素分析(BEA)集成在一起,以计算经受确定性激励的结构/声学系统的概率声学响应。高级平均值(AMV)方法用于评估线性响应面的概率响应,该线性响应面已针对高阶项进行了校正。每次AMV算法请求时,FEA和BEA就会组合起来以计算性能函数(即声学响应)。 AMV / FEA / BEA方法论通过示例来说明系统的概率响应与等效确定性仿真之间的差异。不同的声学法线模式与由于结构变异而移动的结构法线模式之间的相互作用构成了概率性和确定性声学结果之间差异的主要来源。在这种发展中也考虑了结构/声学响应的非单调性质。使用蒙特卡洛模拟和基于标准半径的重要性采样算法对结果进行验证。基于计算时间和准确性,该方法被认为是一种数值计算由于结构可变性而引起的结构/声学系统的概率声学响应的可行方法。

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