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  • 标题:On Lyapunov functions and data-driven dissipativity
  • 本地全文:下载
  • 作者:T.M. Maupong ; J.C. Mayo-Maldonado ; P. Rapisarda
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2017
  • 卷号:50
  • 期号:1
  • 页码:7783-7788
  • DOI:10.1016/j.ifacol.2017.08.1052
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractOur contribution in this paper is twofold. In the first part, we study Lyapunov functions when a plant is interconnected with a dissipative stabilizing controller. In the second, we present results on data-driven approach to dissipative systems. In particular, we provide conditions under which an observed trajectory can be used to determine whether a system is dissipative with respect to a given supply rate. Our results are based on linear difference systems for which the use of quadratic difference forms play a central role for dissipativity and Lyapunov theory.
  • 关键词:KeywordsQuadratic difference formsdissipativityLyapunov stabilitydata-drivendiscrete-time systeminterconnection
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