On the Simulation of Lower Order Control Strategies for Higher Order Systems

Awudu Atinga, J. Bitó, J. Tar
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Abstract

In model-based control of dynamical systems the order of the necessary controller is that of the time-derivative of the generalized coordinate of the system that immediately can be set by the controller. It is determined by the “physics” of the system to be controlled. In finite time-resolution approach the digital controllers model the derivatives by finite differences, and the simplest numerical integration via Euler’s method also uses such differences. Whenever some fractional order derivative of the tracking error is fed back, this long memory term allows the realization of such control strategies for various integer order systems by appropriately masking” and weighting certain elements of longer sequences. On this mathematical basis the idea of controlling a higher order system by the application of a lower order strategy can be formulated, too. The main benefit may be achieving monotonic decrease in the components of the tracking error. In this paper the first order control of a popular second order system often used for benchmark applications, the van der Pol oscillator is considered. The realization of a simple proportional feedback first order controller in two variants, and a PID-type Computed Torque Control are considered in the fixed point iteration-based adaptive framework to tackle the problems caused by modeling imprecisions. The applicability and the limits of the investigated approaches are concluded.
高阶系统的低阶控制策略仿真研究
在基于模型的动力系统控制中,必要的控制器的阶数是系统广义坐标的时间导数的阶数,该广义坐标可以由控制器立即设定。它是由被控制系统的“物理”决定的。在有限时间分辨率方法中,数字控制器通过有限差分对导数进行建模,通过欧拉方法进行最简单的数值积分也使用了这种差分。当跟踪误差的一些分数阶导数被反馈时,这种长记忆期允许通过适当地屏蔽和加权长序列的某些元素来实现对各种整数阶系统的控制策略。在这个数学基础上,用低阶策略控制高阶系统的思想也可以表述出来。主要的好处可能是实现跟踪误差分量的单调减少。本文研究了一种常用的二阶系统的一阶控制问题,即范得波振荡器。在基于不动点迭代的自适应框架中,考虑实现简单的两变量比例反馈一阶控制器和pid型计算转矩控制,以解决建模不精确带来的问题。总结了所研究方法的适用性和局限性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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