Title :
Combined Schur/L2 model reduction with fixed modes for discrete systems
Author_Institution :
Dept. of Electr. & Comput. Eng., King Abdulaziz Univ., Jeddah, Saudi Arabia
Abstract :
A practical method of reducing a linear multiple-input multiple-output (MIMO) discrete-time system using a combination of aggregation, Schur and minimum principle methods is proposed. This method is based on computing the left and right eigenspace associated with the desired eigenvalues which are present in the original system. The method has the following useful features: the aggregation matrix can be obtained in a fairly straightforward manner: it is well-conditioned; the performance degradation is evaluated; and the DC gain mismatch of the original system and the reduced-order model is minimized. An example is given to demonstrate the effectiveness of the method. Application of the method to a fifth-order system indicates that a good reduced-order model can be achieved
Keywords :
discrete time systems; eigenvalues and eigenfunctions; linear systems; matrix algebra; minimum principle; multivariable systems; Schur/L2 model reduction; discrete-time system; eigenspace; eigenvalues; fifth-order system; linear MIMO systems; matrix algebra; minimum principle; reduced-order model; Eigenvalues and eigenfunctions; Equations; Erbium; Matrix decomposition; Reduced order systems; Strontium;
Conference_Titel :
Systems Engineering, 1992., IEEE International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-0734-8
DOI :
10.1109/ICSYSE.1992.236854