基于分段多线性模型的非线性系统观测器线性化

M. Sugeno, T. Taniguchi
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引用次数: 2

摘要

本文提出了一种基于观测器线性化的分段非线性系统观测器设计方法。该模型是一个分段多线性(PML)系统,非线性近似,全参数化。采用反馈线性化方法稳定PML控制系统。然而,由于精确观测器线性化条件比精确反馈线性化条件更保守,因此精确观测器线性化只能应用于少数非线性系统。本文证明了基于PML模型的线性化观测器比传统观测器适用于更广泛的系统。我们将所提出的方法应用于平移振荡器(平移振荡器与旋转作动器)系统,这是非线性控制的基准问题之一。通过计算机仿真,验证了所提方案的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Observer Linearization for Nonlinear Systems Using Piecewise Multi Linear Model
— This paper proposes an observer design for piecewise nonlinear systems via observer linearization. The model is a piecewise multi-linear (PML) system, a nonlinear approximation, and fully parametric. Feedback linearization is applied to stabilize PML control system. However, since exact observer linearized conditions are more conservative than exact feedback linearized ones, the exact observer linearization can be applied to only a few nonlinear systems. This paper shows the PML model based linearized observer can be applied to a wider system than the conventional one. We apply the proposed method to TORA (Translational Oscillator with Rotating Actuator) system which is one of the benchmark problem for nonlinear control. Example is shown to confirm the feasibility of our proposals by computer simulation.
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