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Minimisation of the effect of aleatory uncertainties on dynamic systems by active control using the method of receptances

机译:利用接受方法,最小化活性控制对动态系统对动态系统的影响

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This paper presents a method to reduce the effect of uncertainties on dynamic systems by means of active control. In the proposed approach, pole placement is performed iteratively using an optimisation algorithm with an objective function that includes the variance of the real and imaginary part of each of the system's pole. The method is advantageous in that control gains are calculated using the method of receptances, which eliminates model form uncertainty since only measured receptance data is used. Moreover, variances are extracted through a polynomial chaos expansion, which requires fewer samples as opposed to other techniques. The method is demonstrated numerically on a simple multi-degree-of-freedom system. It is shown that active control can be used in a way that not only places the poles of the system but also reduces their spread. Furthermore, it is shown that it is possible to directly relate uncertainty in the poles to meaningful physical based uncertainty in the structural parameters.
机译:本文介绍了一种通过主动控制降低了减少不确定性对动态系统的影响的方法。在所提出的方法中,使用具有目标函数的优化算法来迭代地执行极点放置,该客观函数包括每个系统杆的实体和虚部的方差。该方法是有利的,因为使用该方法计算控制增益,其消除了模型形式不确定性,因为仅使用测量的接收数据。此外,通过多项式混沌膨胀提取差异,这需要更少的样品而不是其他技术。该方法在数值上以简单的多程度自由度系统进行了数字化。结果表明,可以以不仅置于系统的极点,而且还可以降低它们的传播。此外,示出了,可以在结构参数中直接将极点的不确定性与基于有意义的物理的不确定性。

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