Reference : Global analysis of piecewise linear systems using impact maps and quadratic surface L...
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Engineering, computing & technology : Multidisciplinary, general & others
http://hdl.handle.net/10993/20429
Global analysis of piecewise linear systems using impact maps and quadratic surface Lyapunov functions
English
Goncalves, Jorge mailto [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > >]
Megretski, A. [> >]
Dahleh, M. A. [> >]
2001
Proceedings of the European Control Conference (ECC) 2001
European Union Control Association
Yes
9727520472
European Control Conference 2001
4-7 September, 2001
Porto
Portugal
[en] hybrid systems ; stability analysis ; robustness analysis ; performance analysis ; switching surfaces
[en] In this paper we develop an entirely new constructive global analysis methodology for a class of hybrid systems known as Piecewise Linear Systems (PLS). This methodology consists in inferring global properties of PLS solely by studying their behavior at switching surfaces associated with PLS. The main idea is to analyze impact maps, i.e., maps from one switching surface to the next switching surface, by constructing quadratic Lyapunov functions on switching surfaces. We found that an impact map induced by an LTI flow between two switching surfaces can be represented as a linear transformation analytically parameterized by a scalar function of the state. This representation of impact maps allows the search for quadratic surface Lyapunov functions to be done by simply solving a set of LMIs. Global asymptotic stability, robustness, and performance of limit cycles and equilibrium points of PLS can this way be efficiently checked. These new results were successfully applied to certain classes of PLS. Although this analysis methodology yields only sufficient criteria of stability, it has shown to be very successful in globally analyzing a large number of examples with a locally stable limit cycle or equilibrium point. In fact, it is still an open problem whether there exists an example with a globally stable limit cycle or equilibrium point that cannot be successfully analyzed with this new methodology. Examples analyzed include systems of relative degree larger than one and of high dimension,
for which no other analysis methodology could be applied.
http://hdl.handle.net/10993/20429

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