ANN-Based Space Vector PWM Modulation for Permanent-Magnet Synchronous Motors

This paper proposes an artificial neural network (ANN)-based space vector PWM (SVPWM) inverter controller for permanent-magnet synchronous motors (PMSM). Traditional SVPWM control methods involve complex computations and exhibit poor robustness to motor parameter variations and load disturbances, ma...

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Vydané v:	International Conference on Power Electronics and Drive Systems (Online) s. 1 - 5
Hlavní autori:	Huang, Zhen, Gong, Jiawei, Wang, Chao, Wang, Weiping, Jia, Shaofeng, Huang, Kunjie, Xia, Yonghong
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 21.07.2025
Predmet:	Aerospace electronics Artificial neural networks Backpropagation algorithms Bayes methods Computational efficiency Motors Robustness Space vector pulse width modulation Synchronous motors Vectors
ISSN:	2164-5264
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