Title :
Efficient finite element model order reduction of electromagnetic systems using fast converging Jacobi-Davidson Iteration
Author :
Kumar, Neeraj ; Vinoy, K.J. ; Gopalakrishnan, S.
Author_Institution :
Dept. of Electr. & Commun. Eng., Indian Inst. of Sci., Bangalore, India
Abstract :
Finite element models of electromagnetic scattering/radiation problems involve absorbing boundaries for the computational domain truncation. Model order reduction based on eigenspace projection for such systems, invariably, has to deal with nonlinear eigenvalue problems. For small systems, the eigenspaces can be extracted using linearization techniques. However, the linearized system is at least double in size compared to the original system. Therefore, selective extraction of interior eigenvalues can take prohibitively long using traditional shift-invert techniques. In this paper, a Jacobi-Davidson based algorithm is used to extract the desired part of the spectrum. The reduced system is setup quickly and is shown to be accurate within a desired frequency band.
Keywords :
convergence of numerical methods; eigenvalues and eigenfunctions; electromagnetic wave scattering; electromagnetic waves; finite element analysis; iterative methods; linearisation techniques; nonlinear equations; absorbing boundaries; computational domain truncation; eigenspace projection; electromagnetic radiation problem; electromagnetic scattering problem; electromagnetic systems; fast converging Jacobi-Davidson iteration; finite element model order reduction; interior eigenvalue selective extraction; linearization techniques; nonlinear eigenvalue problems; Antennas; Approximation algorithms; Computational modeling; Eigenvalues and eigenfunctions; Finite element analysis; Jacobian matrices; Vectors; Computational electromagnetics; Jacobi-Davidson; finite element analysis; model order reduction; radiation; scattering;
Conference_Titel :
Microwave and RF Conference (IMaRC), 2014 IEEE International
Conference_Location :
Bangalore
DOI :
10.1109/IMaRC.2014.7038957