Abstract
In this technical note, a new method for model reduction of bilinear systems is presented. The method is developed in particular for many applications in which one is interested to approximate a system in a given frequency-interval. To this end, new generalized frequency-interval gramians are introduced for bilinear systems. It is shown that these gramians are the solutions to the so-called frequency-interval generalized Lyapunov equations. The conditions for these equations to be solvable are derived and an algorithm is proposed to solve such equations iteratively. The method is further illustrated with the help of an illustrative example. The numerical results show that the method is more accurate than its previous counterpart which is based on the ordinary gramians.
Original language | English |
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Article number | 6690103 |
Journal | IEEE Transactions on Automatic Control |
Volume | 59 |
Issue number | 7 |
Pages (from-to) | 1948-1953 |
Number of pages | 6 |
ISSN | 0018-9286 |
DOIs | |
Publication status | Published - Jul 2014 |
Keywords
- Bilinear systems
- frequency-interval
- generalized Lyapunov equation
- gramians
- model reduction