DocumentCode
3538894
Title
Application of nonlinear model-order reduction to 3D eddy current problems
Author
Klis, D. ; Jochum, M. ; Farle, O. ; Dyczij-Edlinger, R.
Author_Institution
Lehrstuhl fur Theor. Elektrotechnik, Univ. des Saarlandes, Saarbrucken, Germany
fYear
2013
fDate
9-13 Sept. 2013
Firstpage
344
Lastpage
347
Abstract
Finite-element time-domain simulations of nonlinear eddy current problems require many solutions of large, sparse systems of equations. Modelorder reduction in connection with some suitable approximation to the nonlinearity is a powerful strategy for reducing the computational effort for such systems. This paper shows that the support-vector regression algorithm is a promising choice for the approximation.
Keywords
eddy currents; finite element analysis; regression analysis; time-domain analysis; 3D eddy current problems; finite-element time-domain simulations; nonlinear eddy current problems; nonlinear model-order reduction; support vector regression; Approximation methods; Coils; Computational modeling; Eddy currents; Kernel; Mathematical model; Read only memory;
fLanguage
English
Publisher
ieee
Conference_Titel
Electromagnetics in Advanced Applications (ICEAA), 2013 International Conference on
Conference_Location
Torino
Print_ISBN
978-1-4673-5705-0
Type
conf
DOI
10.1109/ICEAA.2013.6632251
Filename
6632251
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