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Transformation of Uncertain Linear Fractional Order Differential Equations Into a Cooperative Form

机译:不确定的线性分数阶微分方程转换为合作形式

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Occurring uncertainties in dynamical systems can be difficult to handle. A solution can be found in exploiting cooperativity, which avoids the so-called wrapping effect and, hence, simplifies tasks such as the computation of guaranteed state enclosures, the design of interval observers, forecasting worst-case bounds and the identification of unknown parameters. Since not all dynamical systems are originally cooperative, a transformation of the state-space representation has been shown to be effective for ordinary differential equations. However, general approaches are not suitable for fractional order differential equations as they come with different stability regions. This paper shows a control approach for fractional order differential equations and then provides two different methods to transform the derived controlled system models into a cooperative form. The first method is applicable to systems with purely real eigenvalues while the other works for partially conjugate complex ones. Both methods are then validated on a battery system to compare the results and discuss their respective applicability.
机译:动态系统中出现的不确定性可能很难处理。利用协作性可以找到一种解决方案,它避免了所谓的环绕效应,因此简化了诸如保证状态封闭的计算,区间观察器的设计,预测最坏情况边界以及未知参数识别之类的任务。由于并非所有动力学系统最初都是协作的,因此状态空间表示的转换已显示出对常微分方程有效。但是,通用方法不适用于分数阶微分方程,因为它们具有不同的稳定性区域。本文展示了分数阶微分方程的控制方法,然后提供了两种不同的方法来将导出的受控系统模型转换为协作形式。第一种方法适用于具有纯实特征值的系统,而另一种方法适用于部分共轭复杂的特征值。然后在电池系统上验证这两种方法,以比较结果并讨论其各自的适用性。

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