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ANN Observer of Permanent Magnet Synchronous Motor Based on SVPWM
Jinan, China October 16-October 18
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ISDA.2006.100Sixth International Conference on Int ...
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Xuepeng Liu, Bin Wang, "ANN Observer of Permanent Magnet Synchronous Motor Based on SVPWM," Intelligent Systems Design and Applications, International Conference on, vol. 1, pp. 95-100, Sixth International Conference on Intelligent Systems Design and Applications (ISDA'06) Volume 1, 2006.
 
 
BibTex
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@article{ 10.1109/ISDA.2006.100,
author = {Xuepeng Liu and Bin Wang},
title = {ANN Observer of Permanent Magnet Synchronous Motor Based on SVPWM},
journal ={Intelligent Systems Design and Applications, International Conference on},
volume = {1},
year = {2006},
isbn = {0-7695-2528-8},
pages = {95-100},
doi = {http://doi.ieeecomputersociety.org/10.1109/ISDA.2006.100},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Intelligent Systems Design and Applications, International Conference on
TI - ANN Observer of Permanent Magnet Synchronous Motor Based on SVPWM
SN - 0-7695-2528-8
SP95
EP100
A1 - Xuepeng Liu,
A1 - Bin Wang,
PY - 2006
KW - ANN. SVPWM. PMSM. Sensorless control. Observer.
VL - 1
JA - Intelligent Systems Design and Applications, International Conference on
ER -
 
Xuepeng Liu, South China University of Technology, China
Bin Wang, Technology center Midea Group, China
This paper presents an ANN observer that will estimate the position of permanent magnet synchronous motor by a single shunt. The observer with artificial neural network is based on a nonlinear transformation of mathematical model of PMSM in a stationary \alpha -\beta reference frame. By designing appropriate weight value and back propagate learning rule with SVPWM, the permanent magnet synchronous motor will properly get the angular position. The simulation and experiment results show that the scheme has simple structure, satisfactory performance and strong robustness.
Index Terms:
ANN. SVPWM. PMSM. Sensorless control. Observer.
Citation:
Xuepeng Liu, Bin Wang, "ANN Observer of Permanent Magnet Synchronous Motor Based on SVPWM," isda, vol. 1, pp.95-100, Sixth International Conference on Intelligent Systems Design and Applications (ISDA'06) Volume 1, 2006
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