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Non-parametric identification of Higher Order Sinusoidal Output Describing Functions

机译:更高阶正弦输出的非参数识别描述功能

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In this paper the concept of the Higher Order Sinusoidal Output Describing Functions (HOSODF) is presented. HQSODF can be defined for the class of causal, stable, time invariant non-linear systems which give a sinusoidal response to a specific harmonic excitation. The HOSODF relate the magnitude and phase of the individual harmonics, which together compose that specific input signal, to the sinusoidal output signal of such a system. HOSODF are the dual of the Higher Order Sinusoidal Input Describing Functions (HOSIDF). Like the HOSIDF, the HOSODF are the results of an extension of linear techniques towards non-linear systems analysis. Using the HOSODF, the non-linear systems under investigation can be modeled as a cascade of the HOSODF and a Virtual Harmonics Compressor (VHC). The VHC is defined as a non-linear component which transforms a harmonic input signal y{top}ˇ(t) into a sinusoidal output signal y(t) with frequency w, amplitude a{top}^ and phaseΦ. This input signal y{top}ˇ(t) consists of an infinite amount of harmonics of the output signal y(t) with frequency nw, amplitude a and phase nw with n=0,1,...∞. Special attention is paid to the non-parametric identification of the HOSODF. The identification requires control of the frequency and amplitude of the sinusoidal output of the system within its domain of possible sinusoidal output signals. This specific state of these non-linear systems can be reached by incorporating the system under test in a feedback loop. In this loop the desired sinusoidal output is defined as the control objective of a dedicated repetitive controller consisting of a memory loop with positive feedback. The design of the learning filter required for stability is also addressed. As a spinoff of the identification technique, the authors see opportunities for advanced non-linear control of shaker systems aimed at sinusoidal excitation of non-linear systems.
机译:本文提出了描述功能(Hosodf)的高阶正弦输出的概念。 HQSODF可以定义为因果,稳定,时间不变非线性系统的类别,其给出了对特定谐波激发的正弦响应。 Hosodf涉及各个谐波的幅度和相位,它们一起构成特定输入信号,以这种系统的正弦输出信号。 Hosodf是描述功能(Hosidf)的高阶正弦输入的双重次数。与hosidf一样,Hosodf是延长线性技术朝向非线性系统分析的结果。使用Hosodf,正在调查的非线性系统可以被建模为Hosodf的级联和虚拟谐波压缩机(VHC)。 VHC被定义为非线性分量,其具有频率W,幅度A {顶部} ^和相位φ的正弦输出信号Y(t)将谐波输入信号Y {顶部}(t)转换为正弦输出信号Y(t)。该输入信号Y {TOP}(T)由输出信号y(t)的无限量谐波组成,其中频率nw,幅度a和n = 0,1,...∞。特别注意Hosodf的非参数识别。该识别需要控制系统中可能正弦输出信号的结构域内系统的正弦输出的频率和幅度。可以通过在反馈回路中结合测试系统来达到这些非线性系统的这种特定状态。在该循环中,所需的正弦输出被定义为由具有正反馈的存储循环组成的专用重复控制器的控制目标。还解决了稳定性所需的学习过滤器的设计。作为识别技术的旋转,作者看到了旨在对非线性系统正弦波激发的振荡器系统的先进非线性控制的机会。

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