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Harmonic transfer functions based controllers for linear time-periodic systems

机译:基于谐波传输函数的线性时间周期系统控制器

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The analysis, identification and control of periodic systems has gained increasing interest during the last few decades due to the increased use of dynamical systems that exhibit periodic motion. The vast majority of these studies focus on the analysis and control problem for a known state-space formulation of the linear time-periodic (LTP) system. On the other hand, there are also some studies that focus on data-driven identification of LTP systems with unknown state-space formulations. However, most of these methods provide numerical estimates for the harmonic transfer functions (HTFs) of an LTP system that are extremely difficult to work with during controller design. The goal of this paper is to provide a simple controller design methodology for unknown LTP systems by utilizing so-called HTFs estimates. To this end, we first build a mathematical basis of LTP controller design for known LTP systems using the Nyquist diagrams and analytically derived HTFs. We propose a new methodology to design P-, PD- and PID-type controllers for LTP systems using Nyquist diagrams and the eigenlocus of the HTFs. Having established the HTF-based controller design procedure, we extend our methodology to unknown LTP systems by presenting a new sum-of-cosine signal-based data-driven system identification method. We show that the proposed data-driven controller design method allows estimation of the HTFs and it provides simple tools for optimizing certain time-domain performance metrics. We provide numerical examples for both known and unknown LTP system cases to illustrate the performance of the proposed controller design methodology.
机译:由于使用呈现周期性运动的动态系统的增加,周期性系统的分析,识别和控制在过去几十年中获得了越来越兴趣。绝大多数这些研究侧重于线性时间周期(LTP)系统的已知状态空间配方的分析和控制问题。另一方面,还有一些研究专注于具有未知状态空间配方的LTP系统的数据驱动识别。然而,大多数这些方法提供了LTP系统的谐波传递函数(HTF)的数值估计,这在控制器设计期间非常难以使用。本文的目标是通过利用所谓的HTFS估计为未知的LTP系统提供简单的控制器设计方法。为此,我们首先使用奈奎斯特图和分析派生HTF为已知的LTP系统构建LTP控制器设计的数学依据。我们提出了一种新的方法,用于使用奈奎斯特图和HTF的特征来设计LTP系统的P-,PD和PID型控制器。已经建立了基于HTF的控制器设计过程,我们通过呈现基于新的余弦信号的数据驱动系统识别方法来扩展到未知的LTP系统的方法。我们表明,所提出的数据驱动控制器设计方法允许估计HTFS,它提供了用于优化某些时域性能指标的简单工具。我们为已知和未知的LTP系统案例提供了数值示例,以说明所提出的控制器设计方法的性能。

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