Design optimizations of electromagnetic devices using sensitivity analysis and tabu algorithm

Lin Yang, Siu Lau Ho, Weinong Fu

Research output: Journal article publicationJournal articleAcademic researchpeer-review

8 Citations (Scopus)

Abstract

This paper presents a novel implementation of the sensitivity analysis with an improved Tabu search algorithm for the optimal design methodology of electromagnetic devices using finite-element method (FEM). A direct sensitivity formulation is proposed to calculate the sensitivity versus design variables by postprocessing the FEM result only once, and hence, it is expected to be very well received by the industrial users. The sensitivity analysis is also used as an indication of step vector to enhance the search performance during the optimization process. Further improvements, including a transition criterion for different current states and the introduction of a Tabu list with binary space partitioning tree, have been introduced to help obtaining the global optimum rapidly, as these are particularly useful for time-consuming optimal design problems. Optimal design examples of electromagnetic devices are reported to positively demonstrate the feasibilities and advantages of the proposed algorithm in practical engineering.
Original languageEnglish
Article number6971439
JournalIEEE Transactions on Magnetics
Volume50
Issue number11
DOIs
Publication statusPublished - 1 Nov 2014

Keywords

  • Optimal design
  • sensitivity analysis
  • Tabu search (TS) algorithm.

ASJC Scopus subject areas

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

Cite this