A set-theoretic generalization of dissipativity with applications in Tube MPC

This paper introduces a framework for analyzing a general class of uncertain nonlinear discrete-time systems with given state-, control-, and disturbance constraints. In particular, we propose a set-theoretic generalization of the concept of dissipativity for systems that are affected by external di...

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Veröffentlicht in:Automatica (Oxford) 2020-12, Vol.122, p.109179, Article 109179
Hauptverfasser: Villanueva, Mario Eduardo, Lazzari, Elena De, Müller, Matthias A., Houska, Boris
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Sprache:eng
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Zusammenfassung:This paper introduces a framework for analyzing a general class of uncertain nonlinear discrete-time systems with given state-, control-, and disturbance constraints. In particular, we propose a set-theoretic generalization of the concept of dissipativity for systems that are affected by external disturbances. The corresponding theoretical developments build upon set based analysis methods and lay a general theoretical foundation for a rigorous stability analysis of economic tube model predictive controllers.
ISSN:0005-1098
1873-2836
DOI:10.1016/j.automatica.2020.109179