Reduced linear fractional representation of nonlinear systems for stability analysis

被引:5
|
作者
Polcz, Peter [1 ]
Peni, Tamas [2 ]
Szederkenyi, Gabor [1 ,2 ]
机构
[1] Pazmany Peter Catholic Univ, Fac Informat Technol & Bion, Prater U 50-a, H-1083 Budapest, Hungary
[2] Hungarian Acad Sci, Inst Comp Sci & Control MTA SZTAKI, Syst & Control Lab, Kende U 13-17, H-1111 Budapest, Hungary
来源
IFAC PAPERSONLINE | 2018年 / 51卷 / 02期
关键词
Linear fractional representation; computational methods; stability analysis; Lyapunov functions; model simplification; MAXIMAL LYAPUNOV FUNCTIONS; ATTRACTION;
D O I
10.1016/j.ifacol.2018.03.007
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Based on symbolic and numeric manipulations, a model simplification technique is proposed in this paper for the linear fractional representation (LFR) and for the differential algebraic representation introduced by Trofino and Dezuo (2013). This representation is needed for computational Lyapunov stability analysis of uncertain rational nonlinear systems. The structure of the parameterized rational Lyapunov function is generated from the linear fractional representation (LFR) of the system model. The developed method is briefly compared to the n-D order reduction technique known from the literature. The proposed model transformations does not affect the structure of Lyapunov function candidate, preserves the well-posedness of the LFR and guarantees that the resulting uncertainty block is at most the same dimensional as the initial one. The applicability of the proposed method is illustrated on two examples. (C) 2018, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:37 / 42
页数:6
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