Robust design optimization taking into account manufacturing uncertainties of a permanent magnet assisted synchronous reluctance motor
2022 IEEE International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM)(2022)
摘要
In this paper, deterministic and robust design optimizations of a permanent magnet assisted synchronous reluctance machine were performed to increase its mean torque while reducing torque ripple. These optimizations were carried out using a surrogate model based on 2-D finite element simulations. The results of the robust optimizations, which considered manufacturing uncertainties, were compared to the deterministic optimization. The robust designs have shown not only good mean torque and torque ripple performances, but they have also shown improved robustness against design parameters uncertainties.
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关键词
Synchronous Machines,Robust Design Optimization,Manufacturing uncertainties,Surrogate model,Finite elements analysis
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