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Flexible aircraft reduced-order LPV model generation from a set of large-scale LTI models

机译:从一组大型LTI模型生成灵活的飞机降阶LPV模型

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In the civilian aeronautical industry, flexible air-craft models are often built and validated at frozen flight and mass configurations. Unfortunately, these medium(large)-scale models derived from high fidelity numerical tools are generally not well adapted for simulation, control and analysis. In this paper, a methodology to derive a reduced-order Linear Parameter Varying (LPV) model from a set of medium(large)-scale Linear Time Invariant (LTI) models describing a given system at frozen configurations is described. The proposed methodology is in three steps: (i) first, local model approximation is applied using recent advances in SVD-Krylov methods, (ii) then, an appropriate base change is applied to allow interpolation, (iii) and finally, an LPV model is derived and converted into a Linear Fractional Representation (LFR) of suitable size for analysis and control purposes. Results are thoroughly assessed on a set of industrial aeroelastic aircraft models.
机译:在民用航空业中,通常会在冻结飞行和大规模配置时建立并验证灵活的飞机模型。不幸的是,这些源自高保真度数值工具的中等(大型)模型通常不能很好地适用于仿真,控制和分析。在本文中,描述了一种方法,该方法可从一组描述冻结系统中给定系统的中(大型)线性时不变(LTI)模型的集合中得出降阶线性参数变化(LPV)模型。所提出的方法分三个步骤:(i)首先,使用SVD-Krylov方法的最新进展应用局部模型逼近;(ii)然后,应用适当的基础更改以允许插值;(iii)最后是LPV导出模型并将其转换为适当大小的线性分数表示(LFR),以进行分析和控制。在一组工业航空弹性飞机模型上对结果进行了全面评估。

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