Application of Stepwise Multiple Regression to Design Optimization of Electric Machine

Author

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

Author_Institution

Waseda Univ., Tokyo

Volume

Issue

fYear

2007

fDate

4/1/2007 12:00:00 AM

Firstpage

1609

Lastpage

1612

Abstract

This paper proposes the variables screening technique based on the stepwise 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

Keywords

design engineering; electric machines; numerical analysis; regression analysis; electric machine design optimization; multiobjective design optimization; stepwise multiple regression; variables screening techniques; Computational efficiency; Design methodology; Design optimization; Electric machines; Finite element methods; Flowcharts; Genetic algorithms; Machinery; Optimization methods; Regression analysis; Multiobjective design; optimization methods; stepwise multiple regression;

fLanguage

English

Journal_Title

Magnetics, IEEE Transactions on

Publisher

ieee

ISSN

0018-9464

Type

jour

DOI

10.1109/TMAG.2006.892225

Filename

4137816

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=753383