Application of stepwise multiple regression to design optimization of electric machine

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

doi:10.1109/TMAG.2006.892225

Application of stepwise multiple regression to design optimization of electric machine

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

^*Corresponding author for this work

School of Advanced Science and Engineering

Research output: Contribution to journal › Article › peer-review

18 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 language	English
Pages (from-to)	1609-1612
Number of pages	4
Journal	IEEE Transactions on Magnetics
Volume	43
Issue number	4
DOIs	https://doi.org/10.1109/TMAG.2006.892225
Publication status	Published - 2007 Apr

Keywords

Multiobjective design
Optimization methods
Stepwise multiple regression

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Electrical and Electronic Engineering

Access to Document

10.1109/TMAG.2006.892225

Cite this

@article{20b117010e3b428dab7095133e370cce,

title = "Application of stepwise multiple regression to design optimization of electric machine",

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.",

keywords = "Multiobjective design, Optimization methods, Stepwise multiple regression",

author = "Shimpei Sonoda and Yasuhito Takahashi and Kenji Kawagishi and Naoki Nishida and Shinji Wakao",

year = "2007",

month = apr,

doi = "10.1109/TMAG.2006.892225",

language = "English",

volume = "43",

pages = "1609--1612",

journal = "IEEE Transactions on Magnetics",

issn = "0018-9464",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

number = "4",

}

TY - JOUR

T1 - Application of stepwise multiple regression to design optimization of electric machine

AU - Sonoda, Shimpei

AU - Takahashi, Yasuhito

AU - Kawagishi, Kenji

AU - Nishida, Naoki

AU - Wakao, Shinji

PY - 2007/4

Y1 - 2007/4

N2 - 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.

AB - 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.

KW - Multiobjective design

KW - Optimization methods

KW - Stepwise multiple regression

UR - http://www.scopus.com/inward/record.url?scp=33947681246&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=33947681246&partnerID=8YFLogxK

U2 - 10.1109/TMAG.2006.892225

DO - 10.1109/TMAG.2006.892225

M3 - Article

AN - SCOPUS:33947681246

SN - 0018-9464

VL - 43

SP - 1609

EP - 1612

JO - IEEE Transactions on Magnetics

JF - IEEE Transactions on Magnetics

IS - 4

ER -

Application of stepwise multiple regression to design optimization of electric machine

Abstract

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this