Determinability and state estimation for switched differential–algebraic equations

Aneel Tanwani, Stephan Trenn

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)

Abstract

The problem of state reconstruction and estimation is considered for a class of switched dynamical systems whose subsystems are modeled using linear differential–algebraic equations (DAEs). Since this system class imposes time-varying dynamic and static (in the form of algebraic constraints) relations on the evolution of state trajectories, an appropriate notion of observability is presented which accommodates these phenomena. Based on this notion, we first derive a formula for the reconstruction of the state of the system where we explicitly obtain an injective mapping from the output to the state. In practice, such a mapping may be difficult to realize numerically and hence a class of estimators is proposed which ensures that the state estimate converges asymptotically to the real state of the system.

Original languageEnglish
Pages (from-to)17-31
Number of pages15
JournalAutomatica
Volume76
DOIs
Publication statusPublished - 1-Feb-2017
Externally publishedYes

Keywords

  • Descriptor systems
  • Differential–algebraic equations
  • Observer design
  • Switched systems
  • OBSERVER DESIGN
  • LINEAR-SYSTEMS
  • DESCRIPTOR SYSTEMS
  • OBSERVABILITY
  • CONTROLLABILITY
  • STABILITY
  • TIME

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