• DocumentCode
    2385753
  • Title

    Level set methods for computing reachable sets of systems with differential algebraic equation dynamics

  • Author

    Cross, Elizabeth Ann ; Mitchell, Ian M.

  • Author_Institution
    Dept. of Comput. Sci., Univ. of British Columbia, Vancouver, BC
  • fYear
    2008
  • fDate
    11-13 June 2008
  • Firstpage
    2260
  • Lastpage
    2265
  • Abstract
    Most existing algorithms for approximating the reachable sets of continuous systems assume an ordinary differential equation model of system evolution. In this paper we adapt such an existing algorithm-one based on level set methods and the Hamilton-Jacobi partial differential equation-in two distinct ways to work with systems modeled by index one differential algebraic equations (DAEs). The first method works by analytic projection of the dynamics onto the DAE´s constraint manifold, while the second works in the full dimensional state space. The two schemes are demonstrated on a nonlinear power system voltage safety problem.
  • Keywords
    approximation theory; continuous systems; differential algebraic equations; partial differential equations; reachability analysis; set theory; state-space methods; Hamilton-Jacobi partial differential equation; continuous system; differential algebraic equation dynamics model; level set method; nonlinear power system voltage safety problem; reachable set approximation algorithm; state space method; system evolution model; Continuous time systems; Differential algebraic equations; Differential equations; Heuristic algorithms; Level set; Nonlinear dynamical systems; Nonlinear equations; Partial differential equations; Power system dynamics; Power system modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2008
  • Conference_Location
    Seattle, WA
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4244-2078-0
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2008.4586828
  • Filename
    4586828