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

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...

Full description

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:
neural network
ADRC
torque ripple suppression
Online Access:https://www.mdpi.com/2032-6653/14/4/92

Similar Items

Similar Items