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Multi-objective optimization of IPMSM for electric vehicles based on the combinatorial surrogate model and the hierarchical design method

This paper investigates the optimization design of interior permanent magnet synchronous motors (IPMSM) for electric vehicles (EVs). The optimization process of IPMSM involves numerous design parameters, and the optimization objectives often conflict with each other, resulting in a vast design space...

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Main Authors: Yinquan Yu, Chenglong Liang, Dequan Zeng, Yiming Hu, Jinwen Yang
Format: Artigo
Language:Inglês
Published: Elsevier 2024-11-01
Series:International Journal of Electrical Power & Energy Systems
Subjects:
IPMSM
EV
Sensitivity analysis
Surrogate model
Fuzzy inference Taguchi method
Multi-objective optimization
Online Access:http://www.sciencedirect.com/science/article/pii/S0142061524004666
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