Title :
Fast realization of the modal vector fitting method for rational modeling with accurate representation of small eigenvalues
Author :
Gustavsen, Bjorn ; Heitz, Christoph
Author_Institution :
SINTEF Energy Res., Trondheim, Norway
Abstract :
Summary form only given. Admittance-based rational modeling of multi-port systems is prone to error magnification in applications with high-impedance terminations. This problem is overcome by the modal vector fitting method (MVF) which is formulated in terms of modal components with inverse least-squares weighting by the eigenvalue magnitude. A direct realization of MVF is very demanding in computation time and memory requirements. This paper overcomes the performance deficiency via three steps: 1) the required number of MVF iterations is reduced by precalculating an improved initial pole set via conventional vector fitting with inverse magnitude weighting, 2) the pole identification step is calculated in an efficient manner by solving for only the few essential unknowns while exploiting the sparse matrix structure, 3) the residue identification step is calculated efficiently by a row-wise solution procedure that takes advantage of symmetry. The approach is demonstrated to give large savings for the modeling of a frequency-dependent network equivalent.
Keywords :
eigenvalues and eigenfunctions; least squares approximations; modal analysis; multiport networks; pole assignment; rational functions; sparse matrices; MVF; admittance-based rational modeling; frequency-dependent network equivalent; high- impedance terminations; inverse least-squares weighting; modal vector fitting method; multiport systems; pole identification; residue identification step; small eigenvalues; sparse matrix structure; Eigenvalues and eigenfunctions; Fitting; Frequency; Sparse matrices;
Conference_Titel :
Power & Energy Society General Meeting, 2009. PES '09. IEEE
Conference_Location :
Calgary, AB
Print_ISBN :
978-1-4244-4241-6
DOI :
10.1109/PES.2009.5275736