BLDC Motors Sensorless Control Based on MLP Topology Neural Network
Author:
Affiliation:
1. Faculty of Transportation Engineering, Kunming University of Science and Technology, Kunming 650504, China
2. Wuxi Weifu Group High Tech Co., Ltd., Wuxi 214000, China
Abstract
Funder
National Natural Science Foundation of China
Development of domestic electronic control system (ECU) for China VI diesel engine
Key technology research and development of methanol/diesel dual fuel engine
Research and application of key technologies for extended-range commercial electric vehicles
Publisher
MDPI AG
Subject
Energy (miscellaneous),Energy Engineering and Power Technology,Renewable Energy, Sustainability and the Environment,Electrical and Electronic Engineering,Control and Optimization,Engineering (miscellaneous),Building and Construction
Link
https://www.mdpi.com/1996-1073/16/10/4027/pdf
Reference30 articles.
1. A Study of Sensorless BLDC Motor Drives and Future Trends;Vanchinathan;Asian J. Res. Soc. Sci. Humanit.,2016
2. Commutation torque ripple reduction in a position sensorless brushless dc motor drive;Kim;IEEE Trans. Power Electron.,2006
3. ANN based angle tracking technique for shaft resolver;Celikel;Meas. Int. Meas. Confed.,2019
4. Brushless dc Motor Control without Position and Speed Sensors;Matsui;IEEE Trans. Ind. Appl.,2012
5. A Sensorless Control Algorithm for the Circular Winding Brushless DC Motor Based on Phase Voltages and DC Current Detection;Jia;IEEE Trans. Ind. Electron.,2021
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