Smooth Speed Control of Permanent Magnet Synchronous Machine Using Back Propagation Neural Network

Torque ripple is one of the most critical problems in PMSM system. In this paper, a neural network (NN) torque compensator is combined with a conventional extended state observer (ESO)-based active disturbance rejection controller (ADRC) system to suppress the torque ripple at wide machine operation...

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Bibliographic Details
Main Authors: Chenhao Zhao, Yuefei Zuo, Huanzhi Wang, Qiankang Hou, Christopher H. T. Lee
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:World Electric Vehicle Journal
Subjects:
Online Access:https://www.mdpi.com/2032-6653/14/4/92