Efficient methodology for reliability assessment of electromagnetic devices utilizing accurate surrogate models based on dynamic kriging method

Dong Wook Kim, Giwoo Jeung, K. K. Choi, Heung Geun Kim, Dong Hun Kim

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

This paper presents an efficient methodology for accurate reliability assessment of electromagnetic devices. To achieve the goal, elaborate surrogated models to approximate constraint functions of interest are generated based on the dynamic Kriging method and a hypercube local window. Then, the Monte Carlo simulation scheme is applied to the surrogate models. This leads to reducing computational cost dramatically without degrading accuracy of the reliability analysis. The validity of the proposed method is tested and examined with a mathematical example and a loudspeaker design.

Original languageEnglish
Pages (from-to)291-297
Number of pages7
JournalJournal of Magnetics
Volume17
Issue number4
DOIs
StatePublished - Dec 2012

Keywords

  • Dynamic kriging
  • Electromagnetic fields
  • Monte carlo simulation
  • Reliability
  • Robustness

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