Abstract
This paper presents a comprehensive analysis of the feasibility, cost, and electromagnetic performance of five distinct types of axial flux permanent magnet (AFPM) generators designed for direct-drive wind turbines. The generator configurations investigated include a single-sided AFPM generator with a surface-mounted PM rotor (AFPMG), a double-sided AFPM generator featuring PMs on the stator and a reluctance rotor (AFPMG-RR), a coreless stator AFPM generator with surface PMs (CAFPMG-SPM), and a coreless stator AFPM generator with a Halbach PM array rotor (CAFPMG-Hal). Each generator's operating principles and configurations are thoroughly explained and compared. Large-scale multi-objective design optimizations were conducted on each type, taking advantage of symmetric computational models and using a differential evolution algorithm based on 3D finite element analysis (FEA) to minimize cost and mass while maximizing efficiency for all designs. A comprehensive discussion of the optimization results highlights the merits of each configuration. The findings indicate and confirm that AFPM generators can potentially achieve superior performance compared to their radial counterparts, as reported in the literature, while also benefiting from more robust and compatible mechanical integration with wind turbines.
| Original language | English |
|---|---|
| Pages (from-to) | 9615-9627 |
| Number of pages | 13 |
| Journal | IEEE Transactions on Industry Applications |
| Volume | 61 |
| Issue number | 6 |
| Early online date | 9 Jun 2025 |
| DOIs | |
| Publication status | Published - 2025 |
Funding
This work was supported in part by the National Science Foundation (NSF) under Award 1809876. The work of Donovin Lewis was supported in part by an NSF Fellowship under Grant 2239063, in part by ANSYS Inc., and in part by the University of Kentucky’s L. Stanley Pigman Chair in Power Endowment. Any findings and conclusions expressed herein are those of the authors and do not necessarily reflect the views of the NSF.
| Funders | Funder number |
|---|---|
| University of Kentucky | |
| Ansys | |
| National Science Foundation | 2239063, 1809876 |
Keywords
- 3D FEA
- Axial flux PM machines
- axial flux switching
- coreless AFPM
- differential evolution
- direct-drive wind turbine
- Halbach array
ASJC Scopus subject areas
- Control and Systems Engineering
- Industrial and Manufacturing Engineering
- Electrical and Electronic Engineering