Wide-band Kriging based Optimization for EMC of a Half Bridge Buck Converter

N. Suguna Sree*, Akash, Dipanjan Gope, Jan Hansen

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

Abstract

With the increasing complexity of electronic systems and their miniaturization, Electromagnetic Compatibility (EMC) concerns have increased due to the higher switching frequencies of buck/boost power converters. Electromagnetic Interference filters are used to comply with EMC limits. However, the optimal to-the-limit design of such a power system is difficult due to the large number of involved parameters which, in case of complex EMC simulation models, lead to prohibitively long simulation times. This paper develops a method based on wide-band surrogate models of a half bridge buck converter and its EMI filter, which is fast enough to allow 10,000 system evaluations in 4 minutes with an octa-core laptop. With the surrogate models, we demonstrate the feasibility of Multi-Objective Optimization (MOO) for minimizing common-mode emission and the size of the filter's common-mode choke. A computational advantage over LTspice simulations of at least 400 times has been achieved.

Original languageEnglish
Title of host publication2023 Joint Asia-Pacific International Symposium on Electromagnetic Compatibility and International Conference on ElectroMagnetic Interference and Compatibility, APEMC/INCEMIC 2023
PublisherInstitute of Electrical and Electronics Engineers
ISBN (Electronic)9798350338348
DOIs
Publication statusPublished - 2023
Event2023 Joint Asia-Pacific International Symposium on Electromagnetic Compatibility and International Conference on ElectroMagnetic Interference and Compatibility: APEMC/INCEMIC 2023 - Bengaluru, India
Duration: 22 May 202325 May 2023

Conference

Conference2023 Joint Asia-Pacific International Symposium on Electromagnetic Compatibility and International Conference on ElectroMagnetic Interference and Compatibility
Abbreviated titleAPEMC/INCEMIC 2023
Country/TerritoryIndia
CityBengaluru
Period22/05/2325/05/23

Keywords

  • Conducted Emissions
  • EMI Filter
  • Kriging
  • Power Electronics
  • Surrogate Modeling

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering
  • Safety, Risk, Reliability and Quality
  • Electronic, Optical and Magnetic Materials
  • Instrumentation
  • Radiation

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