Title :
H∞ model reduction with application to flexible systems
Author :
Geromel, J.C. ; Egas, R.G. ; Kawaoka, F.R.R.
Author_Institution :
DSCE/Sch. of Electr. & Comput. Eng., Campinas, Brazil
fDate :
3/1/2005 12:00:00 AM
Abstract :
In this note, H∞ model reduction of continuous time linear systems is revisited. The main objective is to define a convex programming problem expressed in terms of linear matrix inequalities which provides a good suboptimal solution to the model reduction problem. The quality of the proposed suboptimal solution is assessed through comparisons, performed via simulation, with the already classical balanced truncation method, leading to the conclusion that the proposed method performs significantly better. Finally, the proposed method is applied to the determination of a reduced order model of a flexible bar.
Keywords :
H∞ control; continuous time systems; convex programming; distributed parameter systems; linear matrix inequalities; linear systems; reduced order systems; suboptimal control; H∞ model reduction; balanced truncation method; continuous time linear systems; convex programming problem; flexible systems; linear matrix inequalities; suboptimal solution; Computational complexity; Constraint optimization; Linear matrix inequalities; Linear programming; Linear systems; Nonlinear equations; Reduced order systems; Symmetric matrices; Transfer functions; Upper bound; Linear matrix inequalities (LMIs); linear time-invariant (LTI) systems; model reduction;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2005.843855