Topology Optimization Method for PMSM Based on NGnet Mesh Sequence Cleaning Algorithm

To address the spatial structural discontinuity of topology optimization, this paper proposes a manufacturing‐constrained multi‐material topology optimization approach for permanent magnet synchronous motor. In this method, the centers of normalized Gaussian function within the design domain are determined using the K‐means clustering algorithm, and the number of Gaussian functions is determined by the elbow method. The mesh sequence cleaning algorithm is employed to systematically eliminate micro‐regions in the design domain to enhance structural continuity. The influence of varying cleaning level parameters on the performance of the obtained rotor structure is investigated. For permanent magnet synchronous motor, the proposed method ensures manufacturability, enhances average torque and reduces permanent magnet volume. © 2026 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.

Authors

Institutions

Publication Details

Journal
IEEJ Transactions on Electrical and Electronic Engineering
Published
2026-08-27
DOI
https://doi.org/10.1002/tee.70416
Primary Topic
Topology Optimization in Engineering
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Topology Optimization Method for PMSM Based on NGnet Mesh Sequence Cleaning Algorithm

Yanli Zhang, Zhen Wang, Dianhai Zhang, Jiaqi Wu et al.
IEEJ Transactions on Electrical and Electronic Engineering
Topology Optimization in Engineering
article

Topology Optimization Method for PMSM Based on NGnet Mesh Sequence Cleaning Algorithm

Yanli Zhang, Zhen Wang, Dianhai Zhang, Jiaqi Wu, Ziyan Ren
article en

Abstract

To address the spatial structural discontinuity of topology optimization, this paper proposes a manufacturing‐constrained multi‐material topology optimization approach for permanent magnet synchronous motor. In this method, the centers of normalized Gaussian function within the design domain are determined using the K‐means clustering algorithm, and the number of Gaussian functions is determined by the elbow method. The mesh sequence cleaning algorithm is employed to systematically eliminate micro‐regions in the design domain to enhance structural continuity. The influence of varying cleaning level parameters on the performance of the obtained rotor structure is investigated. For permanent magnet synchronous motor, the proposed method ensures manufacturability, enhances average torque and reduces permanent magnet volume. © 2026 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.

IEEJ Transactions on Electrical and Electronic Engineering
Shenyang University of Technology (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 16%
Topology Optimization in Engineering
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.

Topology Optimization Method for PMSM Based on NGnet Mesh Sequence Cleaning Algorithm — Yanli Zhang, Zhen Wang, et al. · IEEJ Transactions on Electrical and Electronic Engineering (2026) | TGRS Research Map | TGRS