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Efficient Methodology for Reliability Assessment of Electromagnetic Devices Utilizing Accurate Surrogate Models Based on Dynamic Kriging Method
Journal of Magnetics, Volume 17, Number 4, 31 Dec 2012, Pages 291-297
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.
Keywords: dynamic Kriging; electromagnetic fields; Monte Carlo simulation; reliability; robustness
DOI: http://dx.doi.org/10.4283/JMAG.2012.17.4.291
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