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MODEL REDUCTION OF MODAL REPRESENTATIONS

机译:模态表示的模型缩减

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摘要

Dynamic analysis is extensively used to study the behavior of continuous and lumped parameter linear systems. In addition to the physical space, analyses can also be performed in the modal space where useful frequency information of the system can be extracted. More specifically, modal analysis can be used for the analysis and controller design of dynamic systems, where reduction of model complexity without degrading the accuracy is often required for the efficient use of the model. The reduction of modal models has been extensively studied and many reduction techniques are available. The majority of these techniques use frequency as the metric to determine the reduced model. This paper describes a new method for calculating the modal power of lumped parameter systems with the use of the bond graph representation, which is developed through a power conserving modal decomposition. This method is then used to reduce the size of the model. This technique is based on the previously developed Model Order Reduction Algorithm (MORA), which uses an energy-based metric to generate a series of proper reduced models. An example is provided to demonstrate the calculation of the modal power and the elimination of unimportant modes or modal elements using MORA.
机译:动态分析被广泛用于研究连续和集中参数线性系统的行为。除了物理空间之外,还可以在模态空间中执行分析,在模态空间中可以提取系统的有用频率信息。更具体地说,模态分析可用于动态系统的分析和控制器设计,其中,为有效使用模型,通常需要在不降低模型精度的情况下降低模型复杂性。模态模型的约简已经被广泛研究,并且有许多约简技术可用。这些技术中的大多数都使用频率作为度量来确定简化模型。本文介绍了一种通过键合图表示来计算集总参数系统的模态功率的新方法,该方法是通过节能模态分解而开发的。然后使用此方法减小模型的大小。该技术基于先前开发的模型降阶算法(MORA),该模型使用基于能量的度量来生成一系列适当的降阶模型。提供了一个示例来演示使用MORA计算模态功率并消除不重要的模态或模态元素。

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