Surrogate-Based Optimization of SMT Inductors

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

Abstract

Parasitic electromagnetic (EM) effects within passive components are a critical problem in EMI filter applications, especially when specific filter specifications must be met. In this study, a surrogate model-based optimization methodology is proposed to determine the optimal internal geometry of a surface-mounted (SMT) ferrite bead to maximize the inductance of the device over a wide frequency range from 1 MHz to 1 GHz. Preliminary results show an improvement of the device behavior compared to the original design provided by the manufacturer over the entire frequency range of interest.

Original languageEnglish
Title of host publicationCEFC 2024 - 21st IEEE Biennial Conference on Electromagnetic Field Computation
PublisherInstitute of Electrical and Electronics Engineers
Number of pages2
ISBN (Electronic)9798350348958
DOIs
Publication statusPublished - 2024
Event21st IEEE Biennial Conference on Electromagnetic Field Computation, CEFC 2024 - Jeju, Korea, Republic of
Duration: 2 Jun 20245 Jun 2024

Conference

Conference21st IEEE Biennial Conference on Electromagnetic Field Computation, CEFC 2024
Abbreviated titleCEFC 2024
Country/TerritoryKorea, Republic of
CityJeju
Period2/06/245/06/24

Keywords

  • EM-based design
  • Kriging interpolation
  • SMT ferrite beads
  • Surrogate modeling

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Mechanical Engineering
  • Safety, Risk, Reliability and Quality
  • Electronic, Optical and Magnetic Materials
  • Mathematical Physics
  • Radiation

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