journal article·2024-09-13Open access

Multiphysics Optimization of a High-Speed Permanent Magnet Motor Based on Subspace and Sequential Strategy

Honglin Yan, Guanghui Du, Wentao Gao, Yanhong Chen, Cunlong Cui, Kai Xu

Applied Sciences· Volume 14· Issue 18

Abstract

In the optimization of high-speed permanent magnet motors (HSPMMs), electromagnetic characteristics, rotor stress, rotor dynamics, and temperature characteristics must all be considered simultaneously, and there are numerous optimization parameters for both the stator and rotor. These factors pose significant challenges to the multiphysics optimization of HSPMMs. Therefore, this paper presents a multiphysics optimization process for the HSPMM of 60 kW 30,000 rpm by combining subspace strategy and sequential strategy to mitigate the issues of high training volume and mutual coupling. Ten optimization parameters of stator and rotor are determined firstly. Then, using finite element analysis of rotor stress and rotor dynamics, the range of values for critical parameters of the rotor is established. Next, in the electromagnetic optimization, the process is divided into rotor parameter subspace and stator parameter subspace according to the subspace optimization strategy. The temperature field is also checked based on the optimization results. Finally, a prototype is manufactured and the comprehensive performance is tested to validate the multiphysics optimization process.
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Research context

OpenAlex topics: Electric Motor Design and Analysis · Magnetic Bearings and Levitation Dynamics · Induction Heating and Inverter Technology

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Electrical and Control Engineering, Xi’an University of Science and Technology, Xi’an 710054, China

School of Electrical and Data Engineering, University of Technology Sydney, Sydney, NSW 2007, Australia

Funding

Key Research and Development Program of Shaanxi · Outstanding Youth Science Fund of Xi’an University of Science and Technology

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