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Forced response statistics of mistuned bladed disks: a stochastic reduced basis approach

机译:失真叶片磁盘的强制响应统计:随机减少基础方法

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摘要

This paper presents a stochastic reduced basis approach for predicting the forced response statistics of mistuned bladed-disk assemblies. In this approach, the system response in the frequency domain is represented using a linear combination of complex stochastic basis vectors with undermined coefficients. The terms of the preconditioned stochastic Krylov subspace are used here as basis vectors. Two variants of the stochastic Bubnov–Galerkin scheme are employed for computing the undetermined terms in the reduced basis representation, which arise from how the condition for orthogonality between two random vectors is interpreted. Explicit expressions for the response quantities can then be derived in terms of the random system parameters, which allow for the possibility of efficiently computing the response statistics in the post-processing stage. Numerical studies are presented for mistuned cyclic assemblies of mono-coupled single-mode components. It is demonstrated that the accuracy of the response statistical moments computed using stochastic reduced basis methods can be orders of magnitude better than classical perturbation methods.
机译:本文提出了一种随机的减基方法来预测雾化的叶片盘组件的强制响应统计量。在这种方法中,频域中的系统响应是通过复杂随机基矢量与被破坏系数的线性组合来表示的。预处理的随机Krylov子空间的术语在这里用作基向量。随机Bubnov–Galerkin方案的两个变体用于计算降基表示中的不确定项,这是由如何解释两个随机向量之间的正交性条件引起的。然后可以根据随机系统参数得出响应量的显式表达式,从而可以在后处理阶段有效地计算响应统计信息。数值研究提出了单耦合单模组件的迷惑循环组件。结果表明,使用随机约简方法计算的响应统计矩的精度要比经典微扰方法好几个数量级。

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