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
Link To Document :
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