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Data-driven model order reduction of linear switched systems in the Loewner framework
The Loewner framework for model reduction is extended to the class of linear switched
systems. One advantage of this framework is that it introduces a trade-off between accuracy …
systems. One advantage of this framework is that it introduces a trade-off between accuracy …
Balanced truncation for linear switched systems
We propose a model order reduction approach for balanced truncation of linear switched
systems. Such systems switch among a finite number of linear subsystems or modes. We …
systems. Such systems switch among a finite number of linear subsystems or modes. We …
Reachability and observability reduction for linear switched systems with constrained switching
We present an algorithm for reducing the number of continuous states of a discrete time
linear switched system, such that the reduced system has the same input–output behavior …
linear switched system, such that the reduced system has the same input–output behavior …
Model reduction by moment matching for linear switched systems
Two moment-matching methods for model reduction of linear switched systems (LSSs) are
presented. The methods are similar to the Krylov subspace methods used for moment …
presented. The methods are similar to the Krylov subspace methods used for moment …
[PDF][PDF] Model order reduction of linear and nonlinear systems in the Loewner framework
IV Gosea - Jacobs University Bremen, 2017 - d-nb.info
The Loewner framework is an interpolatory model order reduction technique that uses
measured or computed data, eg, measurements of the frequency response of a to-be …
measured or computed data, eg, measurements of the frequency response of a to-be …
Model reduction by nice selections for linear switched systems
A moment-matching method for model reduction of linear switched systems (LSSs) is
presented. The method can be seen as a non-trivial extension of the Krylov subspace …
presented. The method can be seen as a non-trivial extension of the Krylov subspace …
Model reduction of linear switched systems by restricting discrete dynamics
We present a procedure for reducing the number of continuous states of discrete-time linear
switched systems, such that the reduced system has the same behavior as the original …
switched systems, such that the reduced system has the same behavior as the original …
Data-driven model order reduction of linear switched systems
The Loewner framework for model reduction is extended to the class of linear switched
systems. One advantage of this framework is that it introduces a trade-off between accuracy …
systems. One advantage of this framework is that it introduces a trade-off between accuracy …
Model reduction by moment matching for linear switched systems
A moment-matching method for the model reduction of linear switched systems (LSSs) is
developed. The method is based upon a partial realization theory of LSSs and it is similar to …
developed. The method is based upon a partial realization theory of LSSs and it is similar to …
A method for the order reduction of linear switching systems
The paper deals with the problem of reducing the order of an original high-order
asymptotically stable linear switching system by independently approximating the (stable) …
asymptotically stable linear switching system by independently approximating the (stable) …