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Balanced truncation for linear switched systems

机译:线性切换系统的平衡截断

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摘要

We propose a model order reduction approach for balanced truncation of linear switched systems. Such systems switch among a finite number of linear subsystems or modes. We compute pairs of controllability and observability Gramians corresponding to each active discrete mode by solving systems of coupled Lyapunov equations. Depending on the type, each such Gramian corresponds to the energy associated to all possible switching scenarios that start or, respectively end, in a particular operational mode. In order to guarantee that hard to control and hard to observe states are simultaneously eliminated, we construct a transformed system, whose Gramians are equal and diagonal. Then, by truncation, directly construct reduced order models. One can show that these models preserve some properties of the original model, such as stability and that it is possible to obtain error bounds relating the observed output, the control input and the entries of the diagonal Gramians.
机译:我们提出了一种用于线性开关系统的平衡截断的模型降阶方法。这样的系统在有限数量的线性子系统或模式之间切换。我们通过求解耦合的Lyapunov方程组,计算与每个有效离散模式相对应的可控性和可观察性Gramian对。根据类型,每个这样的Gramian对应于与在特定操作模式下开始或结束的所有可能的切换场景相关的能量。为了保证同时消除难以控制和难以观察的状态,我们构造了一个转换系统,其革兰氏度相等且对角线。然后,通过截断直接构建降阶模型。可以证明这些模型保留了原始模型的某些属性,例如稳定性,并且有可能获得与观察到的输出,控制输入和对角Gramians的条目相关的误差范围。

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