Application of stepwise multiple regression to design optimization of electric machine

Shimpei Sonoda, Yasuhito Takahashi, Kenji Kawagishi, Naoki Nishida, Shinji Wakao

Research output: Contribution to journalArticle

9 Citations (Scopus)

Abstract

This paper proposes the variables screening technique based on the step wise multiple regression in multiobjective design optimization. This approach enables us to efficiently select the design variables that have a sufficient effect on machine performance. Some numerical results that demonstrate the validity of the proposed method are also presented.

Original languageEnglish
Pages (from-to)1609-1612
Number of pages4
JournalIEEE Transactions on Magnetics
Volume43
Issue number4
DOIs
Publication statusPublished - 2007 Apr 1

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Keywords

  • Multiobjective design
  • Optimization methods
  • Stepwise multiple regression

ASJC Scopus subject areas

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

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