Nonlinear balancing and Mayer-Lie interpolation

Erik I. Verriest
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引用次数: 5

Abstract

The notion of balancing for linear systems is extended to the nonlinear realm. The proposed method of balancing is based upon three principles: 1) balancing should be defined with respect to a nominal flow; 2) only Gramians defined over small time intervals should be used to preserve the accuracy of the linear perturbation model and; 3) linearization should commute with balancing, in the sense that the linearization of a globally balanced model should correspond to the balanced linearized model in the original coordinates. Whereas it is generically possible to define a balanced framework locally, it is not possible to do so globally. Obstruction to the integrability of the Jacobian is generic in dimensions, n > 2. Here we show how to obtain the global balanced realization if the Mayer-Lie conditions are satisfied, and an interpolation method by integrable functions is proposed when this is not the case. The latter thus defines pseudo-balanced realizations.
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非线性平衡与Mayer-Lie插值
将线性系统平衡的概念推广到非线性领域。所提出的平衡方法基于三个原则:1)平衡应根据标称流量来定义;2)为了保持线性摄动模型的准确性,应该只使用在小时间间隔上定义的格拉姆函数;3)线性化应与平衡交换,即全局平衡模型的线性化应对应于原始坐标下的平衡线性化模型。虽然通常可以在局部定义平衡框架,但不可能在全局定义平衡框架。对雅可比矩阵可积性的阻碍在维数上是一般的,n > 2。本文给出了在满足Mayer-Lie条件的情况下如何实现全局平衡,并在不满足meyer - lie条件的情况下,提出了一种利用可积函数插值的方法。后者因此定义了伪平衡的实现。
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