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Stochastic modeling of flexible rotors

机译:挠性转子的随机建模

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摘要

Flexible rotors are characterized by inherent uncertainties affecting the parameters that influence the dynamic responses of the system. In this context, the handling of variability in rotor dynamics is a natural and necessary extension of the modeling capability of the existing techniques of deterministic analysis. Among the various methods used to model uncertainties, the stochastic finite element method has received major attention, as it is well adapted for applications involving complex engineering systems of industrial interest. In the present contribution, the stochastic finite element method applied to a flexible rotor system, with random parameters modeled as random fields is presented. The uncertainties are modeled as homogeneous Gaussian stochastic fields and are discretized according to the spectral method by using Karhunen-Loève expansions. The modeling procedure is confined to the frequency and time domain analyses, in which the envelopes of frequency response functions, the Campbell's diagram and the orbits of the stochastic flexible rotor system are generated. Also, Monte Carlo simulation method combined with the Latin Hypercube sampling is used as stochastic solver. After the presentation of the underlying theoretical formulations, numerical applications of moderate complexity are presented and discussed aiming at demonstrating the main features of the stochastic modeling procedure of flexible rotor systems.
机译:柔性转子的特点是固有的不确定性会影响影响系统动态响应的参数。在这种情况下,转子动力学可变性的处理是确定性分析现有技术建模能力的自然而必要的扩展。在用于建模不确定性的各种方法中,随机有限元方法已受到广泛关注,因为它非常适合涉及工业利益的复杂工程系统的应用。在目前的贡献中,提出了一种应用于柔性转子系统的随机有限元方法,其随机参数被建模为随机场。将不确定性建模为齐次高斯随机场,并使用Karhunen-Loève展开根据频谱方法将其离散化。建模过程仅限于频域和时域分析,其中生成了频率响应函数的包络,坎贝尔图和随机柔性转子系统的轨道。此外,将蒙特卡洛模拟方法与拉丁超立方体采样相结合用作随机求解器。在介绍了基本的理论公式之后,提出并讨论了中等复杂度的数值应用,旨在证明挠性转子系统随机建模过程的主要特征。

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