Design and Implementation of a Machine-Learning Observer for Sensorless PMSM Drive Control

Information about rotor positions is critical when controlling a permanent-magnet synchronous motor (PMSM). This information can be gathered using a sensor or through an estimation without using a sensor. This article discusses a machine learning technique for estimating rotor positions. The propose...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Dwi Sudarno Putra, Seng-Chi Chen, Hoai-Hung Khong, Fred Cheng
Format:	Article
Language:	English
Published:	MDPI AG 2022-03-01
Subjects:	machine learning observer rotor position estimation sensorless motor control modified Elman neural network
Online Access:	https://www.mdpi.com/2076-3417/12/6/2963