Model predictive torque control of PMSM based on data drive

Aiming at the problem of bad real-time performance caused by the large calculation of the finite control set model predictive torque control(MPTC), a data-driven method for MPTC of the permanent magnet synchronous motor(PMSM) is proposed. The data produced by PMSM-MPTC system are used to train DNN t...

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Bibliographic Details
Main Authors: Yaohua Li, Chenghui Zhao, Yifan Zhou, Yugui Qin
Format: Article
Language:English
Published: Elsevier 2020-12-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S235248472031444X