BLDC Motors Sensorless Control Based on MLP Topology Neural Network

BLDC Motors Sensorless Control Based on MLP Topology Neural Network

In order to reduce the complexity of the brushless DC motor (BLDC)-control-system algorithm while improving the estimation performance of the rotor phase position and the speed of the sensorless motor, a neural network (ANN) control algorithm based on multi-layer perceptron (MLP) topology is propose...

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Bibliographic Details
Main Authors: Guozhong Yao, Jiayu Feng, Guiyong Wang, Shaojun Han
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Energies
Subjects:
brushless DC motor
neural network
sensorless control
multi-layer perceptron
phase voltage
Online Access:https://www.mdpi.com/1996-1073/16/10/4027

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