An Optimized Commutation Method for Sensorless Brushless DC Motor Based on Back Electromotive Force Using Backpropogation Neural Network

2019 8th International Symposium on Next Generation Electronics (ISNE) ◽

10.1109/isne.2019.8896360 ◽

2019 ◽

Author(s):

Yuxiang Liu ◽

Zhaohui Wu ◽

Bin Li ◽

Fang Yuan ◽

Zhaolin Yao ◽

...

Keyword(s):

Neural Network ◽

Electromotive Force ◽

Dc Motor ◽

Brushless Dc Motor ◽

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Brushless DC motor Control System Based on RBF Neural Network

2020 IEEE International Conference on Mechatronics and Automation (ICMA) ◽

10.1109/icma49215.2020.9233849 ◽

2020 ◽

Author(s):

Hong Xu ◽

Linsen Xu ◽

Shouqi Chen ◽

Jinfu Liu ◽

Gaoxin Cheng ◽

...

Keyword(s):

Neural Network ◽

Motor Control ◽

Control System ◽

Rbf Neural Network ◽

Dc Motor ◽

Brushless Dc Motor ◽

Brushless Dc ◽

Dc Motor Control ◽

Motor Control System

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Brushless DC motor speed control based on extreme learning machine (ELM) neural network algorithm

10.1063/5.0022846 ◽

2020 ◽

Author(s):

Sofyan Ahmadi ◽

Khairul Anam ◽

Bambang Sujanarko

Keyword(s):

Neural Network ◽

Extreme Learning Machine ◽

Speed Control ◽

Dc Motor ◽

Brushless Dc Motor ◽

Motor Speed ◽

Brushless Dc ◽

Network Algorithm ◽

Neural Network Algorithm ◽

Learning Machine

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Sensorless Commutation Error Compensation of High Speed Brushless DC Motor Based on RBF Neural Network Method

IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2018.8595144 ◽

2018 ◽

Author(s):

Xi Chen ◽

Haitao Li ◽

Maolin Sun ◽

Gang Liu

Keyword(s):

Neural Network ◽

Error Compensation ◽

Rbf Neural Network ◽

Dc Motor ◽

Brushless Dc Motor ◽

Neural Network Method ◽

Brushless Dc ◽

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Torque ripples control and speed regulation of Permanent magnet Brushless dc Motor Drive using Artificial Neural Network

2014 Recent Advances in Engineering and Computational Sciences (RAECS) ◽

10.1109/raecs.2014.6799498 ◽

2014 ◽

Author(s):

Niraj Kishore ◽

Surbhi Singh

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Permanent Magnet ◽

Dc Motor ◽

Brushless Dc Motor ◽

Motor Drive ◽

Brushless Dc ◽

Speed Regulation ◽

Permanent Magnet Brushless Dc ◽

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Control Method of Sensorless Brushless DC Motor Based on Neural Network

The 26th Chinese Control and Decision Conference (2014 CCDC) ◽

10.1109/ccdc.2014.6852987 ◽

2014 ◽

Author(s):

Zhang Jinquan ◽

Gu Deying

Keyword(s):

Neural Network ◽

Control Method ◽

Dc Motor ◽

Brushless Dc Motor ◽

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Artificial neural network controller for improved performance of brushless DC motor

2014 International Conference on Power Signals Control and Computations (EPSCICON) ◽

10.1109/epscicon.2014.6887513 ◽

2014 ◽

Author(s):

N. Leena ◽

R. Shanmugasundaram

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Dc Motor ◽

Brushless Dc Motor ◽

Brushless Dc ◽

Neural Network Controller ◽

Network Controller ◽

Artificial Neural ◽

Improved Performance

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Torque ripple control of position-sensorless brushless DC motor based on neural network identification

2008 3rd IEEE Conference on Industrial Electronics and Applications ◽

10.1109/iciea.2008.4582616 ◽

2008 ◽

Author(s):

Jianbo Cao ◽

Binggang Cao ◽

Peng Xu ◽

Shiqiong Zhou ◽

Guifang Guo ◽

...

Keyword(s):

Neural Network ◽

Torque Ripple ◽

Dc Motor ◽

Brushless Dc Motor ◽

Brushless Dc ◽

Network Identification ◽

Position Sensorless ◽

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Analysis of Brushless DC Motor Using Deep Neural Network and BAT Algorithm

Advances in Intelligent Systems and Computing - Advances in Smart System Technologies ◽

10.1007/978-981-15-5029-4_5 ◽

2020 ◽

pp. 51-60

Author(s):

K. Balamurugan ◽

R. Mahalakshmi

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Bat Algorithm ◽

Dc Motor ◽

Brushless Dc Motor ◽

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Experimental Modelling of Propulsion Transients of a Brushless DC Motor and Propeller Pair under Limited Power Conditions: A Neural Network Based Approach

IFAC Proceedings Volumes ◽

10.3182/20090921-3-tr-3005.00009 ◽

2009 ◽

Vol 42 (19) ◽

pp. 37-42 ◽

Author(s):

Muhammed T. Köroğlu ◽

Mert önkol ◽

Mehmet önder Efe

Keyword(s):

Neural Network ◽

Dc Motor ◽

Brushless Dc Motor ◽

Experimental Modelling ◽

Brushless Dc ◽

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Robust sensorless control for brushless DC motor against sudden disturbance and validation under change of back electromotive force constant

IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2016.7793463 ◽

2016 ◽

Author(s):

Kazuma Nakai ◽

Takahiro Nozaki ◽

Toshiyuki Murakami

Keyword(s):

Force Constant ◽

Electromotive Force ◽

Sensorless Control ◽

Dc Motor ◽

Brushless Dc Motor ◽

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