Analytical modeling and multi-objective optimization of Halbach array permanent magnet synchronous motor

Purpose To reduce dependence on finite element software, ensure the accuracy of results and intuitively reflect the relationship between motor parameters and magnetic field, this paper aims to adopt a new technological approach for motor multi-objective optimization design. Design/methodology/approach First, this paper presents a universal analytical model for slotless Halbach array permanent magnet (PM) synchronous motor and derives the air-gap flux density and back electromotive force (back-EMF). Second, the influence of pole pairs, PM thickness, air-gap length, magnetization angle and main magnetic pole width on air-gap flux density was analyzed. The case where the air-gap flux density of an air-core motor (without a rotor iron core) is higher than that of an iron-core motor was also discussed. Third, a genetic algorithm was used to perform multi-objective optimization of the air-gap flux density and PM mass based on the analytical model. Finally, a high-lift motor prototype was manufactured, and the feasibility of the analytical modeling was verified through the back-EMF results of the prototype. Findings When the pole pairs are large enough, the influence of the PM thickness on the air-gap flux density fundamental amplitude is smaller. For the segmented Halbach array, the larger the magnetization angle is, the smaller the pole width is, and the air-gap flux density of the air-core motor is larger than that of the iron-core motor. Originality/value The analytical model is applicable to both inner and outer rotor motors, and it is simple (with one undetermined parameter) and has high accuracy. Meanwhile, based on this analytical model, multi-objective optimization analysis can be conducted quickly without relying on finite element software.

Authors

Institutions

Publication Details

Journal
COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering
Published
2025-11-22
DOI
https://doi.org/10.1108/compel-06-2025-0261
Primary Topic
Electric Motor Design and Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Analytical modeling and multi-objective optimization of Halbach array permanent magnet synchronous motor

Maixia Shang, Jinglin Liu, Chao Gong
COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering
Electric Motor Design and Analysis
article

Analytical modeling and multi-objective optimization of Halbach array permanent magnet synchronous motor

Maixia Shang, Jinglin Liu, Chao Gong
article en

Abstract

Purpose To reduce dependence on finite element software, ensure the accuracy of results and intuitively reflect the relationship between motor parameters and magnetic field, this paper aims to adopt a new technological approach for motor multi-objective optimization design. Design/methodology/approach First, this paper presents a universal analytical model for slotless Halbach array permanent magnet (PM) synchronous motor and derives the air-gap flux density and back electromotive force (back-EMF). Second, the influence of pole pairs, PM thickness, air-gap length, magnetization angle and main magnetic pole width on air-gap flux density was analyzed. The case where the air-gap flux density of an air-core motor (without a rotor iron core) is higher than that of an iron-core motor was also discussed. Third, a genetic algorithm was used to perform multi-objective optimization of the air-gap flux density and PM mass based on the analytical model. Finally, a high-lift motor prototype was manufactured, and the feasibility of the analytical modeling was verified through the back-EMF results of the prototype. Findings When the pole pairs are large enough, the influence of the PM thickness on the air-gap flux density fundamental amplitude is smaller. For the segmented Halbach array, the larger the magnetization angle is, the smaller the pole width is, and the air-gap flux density of the air-core motor is larger than that of the iron-core motor. Originality/value The analytical model is applicable to both inner and outer rotor motors, and it is simple (with one undetermined parameter) and has high accuracy. Meanwhile, based on this analytical model, multi-objective optimization analysis can be conducted quickly without relying on finite element software.

COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic EngineeringVol. 45(1)
Northwestern Polytechnical University (CN)
Openalex Percentile: Top 64%
Electric Motor Design and Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Analytical modeling and multi-objective optimization of Halbach array permanent magnet synchronous motor — Maixia Shang, Jinglin Liu, et al. · COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering (2025) | TGRS Research Map | TGRS