no code implementations • 3 Jun 2021 • Shen Zhang, Sufei Li, Lijun He, Jose A. Restrepo, Thomas G. Habetler
This paper thus proposes a nonintrusive thermal monitoring scheme for the permanent magnets inside the direct-torque-controlled interior permanent magnet synchronous machines.
no code implementations • 4 Nov 2019 • Shen Zhang, Shibo Zhang, Sufei Li, Liang Du, Thomas G. Habetler
However, the number of objectives that would need to be optimized would significantly increase with the number of operating points considered in the optimization, thus posting a potential problem in regards to the visualization techniques currently in use, such as in the scatter plots of Pareto fronts, the parallel coordinates, and in the principal component analysis (PCA), inhibiting their ability to provide machine designers with intuitive and informative visualizations of all of the design candidates and their ability to pick a few for further fine-tuning with performance verification.
