Title :
Model reduction for Metzlerian systems
Author :
Shafai, Bahram ; Ghadami, Rasoul
Author_Institution :
Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
Abstract :
The problem of model reduction for the special class of continuous-time Metzlerian system is considered in this paper. The model reduction is performed under structural maintainability and stability preserving constraints. It is shown that model reduction based on aggregation method enables to maintain the structure of the original Metzlerian system while preserving its stability. Furthermore, we employ the frequency weighted balancing to Metzlerian systems and show that the reduced order models obtained by either truncation or singular perturbation approximation are guaranteed to be stable for the general case of double-sided weighting.
Keywords :
continuous time systems; reduced order systems; stability; aggregation method; continuous-time Metzlerian system; double-sided weighting; frequency weighted balancing; model reduction; reduced order models; singular perturbation approximation; stability preserving constraints; structural maintainability; Approximation error; Biological system modeling; Chemical industry; Chemical reactors; Distillation equipment; Engineering management; Frequency domain analysis; Reduced order systems; Stability; Systems biology;
Conference_Titel :
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-3123-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2008.4739441