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Exact Modal Decomposition of Non-linear Second-Order Systems

机译:非线性二阶系统的精确模态分解

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This paper decomposes non-linear 2nd-order dynamics in two decoupled lst-order complex component dynamics. The stability of the 2nd-order dynamics can then be assesed based on the two decomposed non-linear 1st-order complex dynamics using the tools of contraction theory. Both diagonal and Jordan decompositions are performed. This result allows to place exact state-and time-dependent complex exponential convergence or contraction rates in a controller or observer design, ideally suited to the non-linear or time-varying continuous system. It hence extends the well established LTI eigenvalue placement of a Luenberger observer or Ackermann controller~(10,14) to the time-varying or non-linear case. Typical applications include the transonic control of an aircraft with strongly Mach or angle-of-attack dependent eigenvalues or the state-dependent eigenvalue placement of the inverted pendulum. The corresponding observer design is illustrated for a Mach dependent vertical channel dynamics of a navigation system, non-linear chemical plants or the Van-der-Pol oscillator. Simple extensions to higher-order systems composed of cascades of 2nd or lst-order dynamics are also discussed. The derivations are based on non-linear contraction theory, a comparatively recent dynamic system analysis tool whose results will be reviewed.
机译:本文在两个解耦的一阶复杂分量动力学中分解了非线性二阶动力学。然后可以使用收缩理论的工具,基于两个分解后的非线性一阶复动力学来评估二阶动力学的稳定性。对角分解和约旦分解均被执行。该结果允许在控制器或观察器设计中放置精确的状态和时间相关的复杂指数收敛或收缩率,非常适合非线性或时变连续系统。因此,它将Luenberger观测器或Ackermann控制器〜(10,14)的公认的LTI特征值位置扩展到时变或非线性情况。典型的应用包括对飞机进行跨音速控制,该飞机具有强烈的马赫数或攻角相关特征值或倒立摆的状态相关特征值位置。针对导航系统,非线性化工厂或Van-der-Pol振荡器的马赫相关垂直通道动力学,说明了相应的观察者设计。还讨论了由二阶或一阶动力学级联组成的高阶系统的简单扩展。推导基于非线性收缩理论,非线性收缩理论是一种相对较新的动态系统分析工具,其结果将得到审查。

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