Analysis of power magnetic components with nonlinear static hysteresis: Proper orthogonal decomposition and model reduction

Y. Zhai, L. Vu-Quoc

Research output: Contribution to journalArticlepeer-review

27 Scopus citations

Abstract

We applied the proper orthogonal decomposition (POD) method to extract reduced-order models to efficiently solve nonlinear electromagnetic problems governed by Maxwell's equations with nonlinear hysteresis at low frequency (10 kHz), called static hysteresis, discretized by a finite-element method. We used a new domain-wall-motion hysteresis model for Power MAgnetic Components (POMACs) in the finite-element potential formulation via an efficient implicit-inverse model calculation. We propose a rational method for the selection of snapshots employed in the POD, used in conjunction with a fixed-point method for the solution of nonlinear POMAC problems. The reduced simulation time and great flexibility of the reduced-order models, as applied to nonlinear POMAC systems, suggest that the procedure can be applied to other electromagnetic problems with nonlinear hysteresis.

Original languageEnglish (US)
Pages (from-to)1888-1897
Number of pages10
JournalIEEE Transactions on Magnetics
Volume43
Issue number5
DOIs
StatePublished - May 2007
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • Electronic, Optical and Magnetic Materials
  • Electrical and Electronic Engineering

Keywords

  • Approximation theory
  • CAD
  • Current transformers
  • Electromagnetic analysis
  • Finite-element analysis
  • Iterative methods
  • Magnetic cores
  • Magnetic hysteresis
  • Maxwell equations
  • Modeling
  • Power electronics
  • Time domain analysis

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