Title :
Model reduction in the physical domain
Author :
Ye, Y. ; Youcef-Toumi, K.
Author_Institution :
Dept. of Mech. Eng., MIT, Cambridge, MA, USA
Abstract :
Model reduction for dynamic systems in the physical domain has recently raised an increasing interest. To this day, the identification of the components/subsystems relevant to a given dynamic behaviour remains a problem. This paper shows that, the dynamic elements´ energy exchange pattern can be used as a measure of their relevance. Accordingly, a model reduction procedure is presented which allows one to identify the elements that make major contribution to various behaviours of a system. The approach is applicable to linear and nonlinear systems. A few examples are presented to illustrate the concepts
Keywords :
identification; linear systems; nonlinear systems; reduced order systems; dynamic systems; energy exchange pattern; identification; linear systems; model reduction; nonlinear systems; physical domain; Bonding; Home automation; Industrial relations; Mathematical model; Mechanical engineering; Nonlinear systems; Perturbation methods; Reduced order systems; State-space methods; Transfer functions;
Conference_Titel :
American Control Conference, 1999. Proceedings of the 1999
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4990-3
DOI :
10.1109/ACC.1999.786433