The nonlinear influence of design parameters on the performance of brushless PM machines

Yao Duan; Dan M. Ionel

doi:10.1109/PESGM.2012.6345549

The nonlinear influence of design parameters on the performance of brushless PM machines

Yao Duan
, Dan M. Ionel

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

Abstract

The present paper describes a large-scale unitary-study for a generic topology of brushless motors operated from sine-wave current regulated drives. Firstly, a parametric model of the SPM machine, employing nine independent variables is introduced. A sensitivity analysis based on the Response Surface (RS) method is carried out to identify the non-linear correlation between the independent variables and the output functions. Finally, a multi-criteria optimization for the three specific output functions is performed through a Differential Evolution (DE) algorithm. The optimization method demonstrated in the paper is generally applicable to a wide class of brushless SPM machines. At the same time, the boundaries of the 3D pareto front are lined up with the expectations derived from the sensitivity study confirming the effectiveness of the DE algorithm. Other approaches for employing the optimization method for more practical application-dependent design studies are briefly discussed.

Original language	English
Title of host publication	2012 IEEE Power and Energy Society General Meeting, PES 2012
DOIs	https://doi.org/10.1109/PESGM.2012.6345549
State	Published - 2012
Event	2012 IEEE Power and Energy Society General Meeting, PES 2012 - San Diego, CA, United States Duration: Jul 22 2012 → Jul 26 2012

Publication series

Name	IEEE Power and Energy Society General Meeting
ISSN (Print)	1944-9925
ISSN (Electronic)	1944-9933

Conference

Conference	2012 IEEE Power and Energy Society General Meeting, PES 2012
Country/Territory	United States
City	San Diego, CA
Period	7/22/12 → 7/26/12

UN SDGs

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

SDG 7 Affordable and Clean Energy

ASJC Scopus subject areas

Energy Engineering and Power Technology
Nuclear Energy and Engineering
Renewable Energy, Sustainability and the Environment
Electrical and Electronic Engineering

Access to Document

10.1109/PESGM.2012.6345549

Cite this

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title = "The nonlinear influence of design parameters on the performance of brushless PM machines",

abstract = "The present paper describes a large-scale unitary-study for a generic topology of brushless motors operated from sine-wave current regulated drives. Firstly, a parametric model of the SPM machine, employing nine independent variables is introduced. A sensitivity analysis based on the Response Surface (RS) method is carried out to identify the non-linear correlation between the independent variables and the output functions. Finally, a multi-criteria optimization for the three specific output functions is performed through a Differential Evolution (DE) algorithm. The optimization method demonstrated in the paper is generally applicable to a wide class of brushless SPM machines. At the same time, the boundaries of the 3D pareto front are lined up with the expectations derived from the sensitivity study confirming the effectiveness of the DE algorithm. Other approaches for employing the optimization method for more practical application-dependent design studies are briefly discussed.",

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

year = "2012",

doi = "10.1109/PESGM.2012.6345549",

language = "English",

isbn = "9781467327275",

series = "IEEE Power and Energy Society General Meeting",

booktitle = "2012 IEEE Power and Energy Society General Meeting, PES 2012",

note = "2012 IEEE Power and Energy Society General Meeting, PES 2012 ; Conference date: 22-07-2012 Through 26-07-2012",

}

Duan, Y & Ionel, DM 2012, The nonlinear influence of design parameters on the performance of brushless PM machines. in 2012 IEEE Power and Energy Society General Meeting, PES 2012., 6345549, IEEE Power and Energy Society General Meeting, 2012 IEEE Power and Energy Society General Meeting, PES 2012, San Diego, CA, United States, 7/22/12. https://doi.org/10.1109/PESGM.2012.6345549

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AU - Duan, Yao

AU - Ionel, Dan M.

PY - 2012

Y1 - 2012

N2 - The present paper describes a large-scale unitary-study for a generic topology of brushless motors operated from sine-wave current regulated drives. Firstly, a parametric model of the SPM machine, employing nine independent variables is introduced. A sensitivity analysis based on the Response Surface (RS) method is carried out to identify the non-linear correlation between the independent variables and the output functions. Finally, a multi-criteria optimization for the three specific output functions is performed through a Differential Evolution (DE) algorithm. The optimization method demonstrated in the paper is generally applicable to a wide class of brushless SPM machines. At the same time, the boundaries of the 3D pareto front are lined up with the expectations derived from the sensitivity study confirming the effectiveness of the DE algorithm. Other approaches for employing the optimization method for more practical application-dependent design studies are briefly discussed.

AB - The present paper describes a large-scale unitary-study for a generic topology of brushless motors operated from sine-wave current regulated drives. Firstly, a parametric model of the SPM machine, employing nine independent variables is introduced. A sensitivity analysis based on the Response Surface (RS) method is carried out to identify the non-linear correlation between the independent variables and the output functions. Finally, a multi-criteria optimization for the three specific output functions is performed through a Differential Evolution (DE) algorithm. The optimization method demonstrated in the paper is generally applicable to a wide class of brushless SPM machines. At the same time, the boundaries of the 3D pareto front are lined up with the expectations derived from the sensitivity study confirming the effectiveness of the DE algorithm. Other approaches for employing the optimization method for more practical application-dependent design studies are briefly discussed.

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M3 - Conference contribution

AN - SCOPUS:84870615518

SN - 9781467327275

T3 - IEEE Power and Energy Society General Meeting

BT - 2012 IEEE Power and Energy Society General Meeting, PES 2012

T2 - 2012 IEEE Power and Energy Society General Meeting, PES 2012

Y2 - 22 July 2012 through 26 July 2012

ER -

The nonlinear influence of design parameters on the performance of brushless PM machines

Abstract

Publication series

Conference

UN SDGs

ASJC Scopus subject areas

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