A review of recent developments in electrical machine design optimization methods with a permanent magnet synchronous motor benchmark study

Yao Duan; Dan M. Ionel

doi:10.1109/ECCE.2011.6064270

A review of recent developments in electrical machine design optimization methods with a permanent magnet synchronous motor benchmark study

Yao Duan, Dan M. Ionel

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

31 Scopus citations

Abstract

The paper systematically covers the significant developments of the last decade, including surrogate modelling of electrical machines, direct and stochastic search algorithms for both single- and multi- objective design optimization problems. The specific challenges and the dedicated algorithms for electric machine design are discussed, followed by benchmark studies comparing Response Surface (RS) and Differential Evolutionary (DE) algorithms on a permanent magnet synchronous motor (PMSM) design with 5 independent variables and a strong non-linear multi-objective Pareto front and on a function with 11 independent variables. The results show that RS and DE are comparable when the optimization employs only a small number of design candidates and DE performs better when more candidates are included.

Original language	English
Title of host publication	IEEE Energy Conversion Congress and Exposition
Subtitle of host publication	Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings
Pages	3694-3701
Number of pages	8
DOIs	https://doi.org/10.1109/ECCE.2011.6064270
State	Published - 2011
Event	3rd Annual IEEE Energy Conversion Congress and Exposition, ECCE 2011 - Phoenix, AZ, United States Duration: Sep 17 2011 → Sep 22 2011

Publication series

Name	IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings

Conference

Conference	3rd Annual IEEE Energy Conversion Congress and Exposition, ECCE 2011
Country/Territory	United States
City	Phoenix, AZ
Period	9/17/11 → 9/22/11

Keywords

AC synchronous machine
Brushless (BL) permanent-magnet (PM) motor
design methodology
differential evolution
optimization
response surface

ASJC Scopus subject areas

Energy Engineering and Power Technology
Renewable Energy, Sustainability and the Environment

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/ECCE.2011.6064270

Cite this

Duan, Y., & Ionel, D. M. (2011). A review of recent developments in electrical machine design optimization methods with a permanent magnet synchronous motor benchmark study. In IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings (pp. 3694-3701). Article 6064270 (IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings). https://doi.org/10.1109/ECCE.2011.6064270

Duan, Yao ; Ionel, Dan M. / A review of recent developments in electrical machine design optimization methods with a permanent magnet synchronous motor benchmark study. IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings. 2011. pp. 3694-3701 (IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings).

@inproceedings{20f2f0a7a9f446018645dcc704eaaa20,

title = "A review of recent developments in electrical machine design optimization methods with a permanent magnet synchronous motor benchmark study",

abstract = "The paper systematically covers the significant developments of the last decade, including surrogate modelling of electrical machines, direct and stochastic search algorithms for both single- and multi- objective design optimization problems. The specific challenges and the dedicated algorithms for electric machine design are discussed, followed by benchmark studies comparing Response Surface (RS) and Differential Evolutionary (DE) algorithms on a permanent magnet synchronous motor (PMSM) design with 5 independent variables and a strong non-linear multi-objective Pareto front and on a function with 11 independent variables. The results show that RS and DE are comparable when the optimization employs only a small number of design candidates and DE performs better when more candidates are included.",

keywords = "AC synchronous machine, Brushless (BL) permanent-magnet (PM) motor, design methodology, differential evolution, optimization, response surface",

author = "Yao Duan and Ionel, {Dan M.}",

year = "2011",

doi = "10.1109/ECCE.2011.6064270",

language = "English",

isbn = "9781457705427",

series = "IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings",

pages = "3694--3701",

booktitle = "IEEE Energy Conversion Congress and Exposition",

note = "3rd Annual IEEE Energy Conversion Congress and Exposition, ECCE 2011 ; Conference date: 17-09-2011 Through 22-09-2011",

}

Duan, Y & Ionel, DM 2011, A review of recent developments in electrical machine design optimization methods with a permanent magnet synchronous motor benchmark study. in IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings., 6064270, IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings, pp. 3694-3701, 3rd Annual IEEE Energy Conversion Congress and Exposition, ECCE 2011, Phoenix, AZ, United States, 9/17/11. https://doi.org/10.1109/ECCE.2011.6064270

A review of recent developments in electrical machine design optimization methods with a permanent magnet synchronous motor benchmark study. / Duan, Yao; Ionel, Dan M.
IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings. 2011. p. 3694-3701 6064270 (IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A review of recent developments in electrical machine design optimization methods with a permanent magnet synchronous motor benchmark study

AU - Duan, Yao

AU - Ionel, Dan M.

PY - 2011

Y1 - 2011

N2 - The paper systematically covers the significant developments of the last decade, including surrogate modelling of electrical machines, direct and stochastic search algorithms for both single- and multi- objective design optimization problems. The specific challenges and the dedicated algorithms for electric machine design are discussed, followed by benchmark studies comparing Response Surface (RS) and Differential Evolutionary (DE) algorithms on a permanent magnet synchronous motor (PMSM) design with 5 independent variables and a strong non-linear multi-objective Pareto front and on a function with 11 independent variables. The results show that RS and DE are comparable when the optimization employs only a small number of design candidates and DE performs better when more candidates are included.

AB - The paper systematically covers the significant developments of the last decade, including surrogate modelling of electrical machines, direct and stochastic search algorithms for both single- and multi- objective design optimization problems. The specific challenges and the dedicated algorithms for electric machine design are discussed, followed by benchmark studies comparing Response Surface (RS) and Differential Evolutionary (DE) algorithms on a permanent magnet synchronous motor (PMSM) design with 5 independent variables and a strong non-linear multi-objective Pareto front and on a function with 11 independent variables. The results show that RS and DE are comparable when the optimization employs only a small number of design candidates and DE performs better when more candidates are included.

KW - AC synchronous machine

KW - Brushless (BL) permanent-magnet (PM) motor

KW - design methodology

KW - differential evolution

KW - optimization

KW - response surface

UR - http://www.scopus.com/inward/record.url?scp=81855220383&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=81855220383&partnerID=8YFLogxK

U2 - 10.1109/ECCE.2011.6064270

DO - 10.1109/ECCE.2011.6064270

M3 - Conference contribution

AN - SCOPUS:81855220383

SN - 9781457705427

T3 - IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings

SP - 3694

EP - 3701

BT - IEEE Energy Conversion Congress and Exposition

T2 - 3rd Annual IEEE Energy Conversion Congress and Exposition, ECCE 2011

Y2 - 17 September 2011 through 22 September 2011

ER -

Duan Y, Ionel DM. A review of recent developments in electrical machine design optimization methods with a permanent magnet synchronous motor benchmark study. In IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings. 2011. p. 3694-3701. 6064270. (IEEE Energy Conversion Congress and Exposition: Energy Conversion Innovation for a Clean Energy Future, ECCE 2011, Proceedings). doi: 10.1109/ECCE.2011.6064270

A review of recent developments in electrical machine design optimization methods with a permanent magnet synchronous motor benchmark study

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this