Journal article
Advanced Design Optimization Technique for Torque Profile Improvement in Six-Phase PMSM Using Supervised Machine Learning for Direct-Drive EV
Abstract
Few of the challenges with development of a single onboard motor for directdrive electric vehicles include high torque density and low torque ripple. Therefore, in this paper, a 36slot, 34pole consequent pole sixphase permanent magnet synchronous machine (PMSM) has been optimized to address the aforementioned challenges for directdrive application. Existing literature on optimization processes that rely solely on finite element models are …
Authors
Dhulipati H; Ghosh E; Mukundan S; Korta P; Tjong J; Kar NC
Journal
IEEE Transactions on Energy Conversion, Vol. 34, No. 4, pp. 2041–2051
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
DOI
10.1109/tec.2019.2933619
ISSN
0885-8969