Title :
Rigorous simulation of hybrid dynamic systems with symbolic and interval methods
Author :
Nedialkov, Nedialko S. ; Von Mohrenschildt, Martin
Author_Institution :
Dept. of Comput. & Software, McMaster Univ., Hamilton, Ont., Canada
Abstract :
Dynamic systems with a mix of continuous and discrete components, often called hybrid dynamic systems, frequently arise in engineering applications. Since many of these applications are safety critical, it is important to use reliable methods to simulate hybrid systems. The paper illustrates two approaches to rigorous simulation of hybrid dynamic systems. In the first approach, we use symbolic methods to compute closed-form solutions, thus avoiding round off and truncation errors. In the second approach, we use interval methods to compute rigorous bounds on the solution of a hybrid system.
Keywords :
continuous time systems; control engineering computing; differential equations; discrete event systems; initial value problems; symbol manipulation; closed-form solutions; continuous components; discrete components; engineering applications; hybrid dynamic systems; interval methods; rigorous simulation; safety critical applications; symbolic methods; Application software; Automata; Automatic control; Closed-form solution; Computational modeling; Differential equations; Finite wordlength effects; Numerical simulation; Reliability engineering; Safety;
Conference_Titel :
American Control Conference, 2002. Proceedings of the 2002
Print_ISBN :
0-7803-7298-0
DOI :
10.1109/ACC.2002.1024794