Electronic Science and Technology ›› 2023, Vol. 36 ›› Issue (3): 69-75.doi: 10.16180/j.cnki.issn1007-7820.2023.03.011

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Optimal Design of Permanent Magnet Synchronous Machine Based on Analytic Model

ZHU Tuo,LI Zheng,ZHANG Kai,LI Zi   

  1. School of Mechanical Engineering,University of Shanghai for Science and Technology,Shanghai 200093,China
  • Received:2021-09-23 Online:2023-03-15 Published:2023-03-16
  • Supported by:
    National Key R&D Program of China(2018YFB0104603);Sailing Plan Fund of Shanghai Science and Technology Committee(20YF1431100)

Abstract:

Electromagnetic torque and eddy current loss are two important indexes of permanent magnet synchronous motor. Under the limited conditions of volume, effectively improving electromagnetic torque and reducing rotor eddy current loss are the key for motor design. In view of this problem, the analytical method is used to calculate the electromagnetic torque and eddy current loss respectively, and the PSO algorithm is used to optimize the size parameters of the motor. The analytical model includes armature reactive magnetic field and no-load magnetic field model. When calculating eddy current loss, eddy current reaction and circumferential segmentation of permanent magnet are considered. The objective function of the optimization algorithm uses weight values to convert multi-objective into single objective. The comparison between the analytical solution and the time-stepping finite element numerical solution shows that the error of the analytical solution is about 2%. The response surface of parameter influence analysis reveals that the correlation between electromagnetic torque and eddy current loss is consistent when the stator winding pitch is 25°. The optimization iteration results show that the optimized design reduces the average eddy current loss by 76%, the average electromagnetic torque by 22%, and the electromagnetic torque ripple by 68%.

Key words: surface-mounted permanent magnet synchronous machine, analytic model, diffusion equation, rotor eddy-current losses, electromagnetic torque, finite element analysis, particle swarm optimization, motor design

CLC Number: 

  • TP319