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
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