Research on three-phase converter controller based on neural network technique

Authors :: Wang Baocheng
Wu Weiyang
Wei Kun
Xiaofeng Sun
Source :: The Fifth International Conference on Power Electronics and Drive Systems, 2003. PEDS 2003..
Publication Year :: 2004
Publisher :: IEEE, 2004.
Abstract: A back propagation neural network is used in this paper to control the three phase converter input current with state vector PWM (SVPWM) performance. The paper presents some characters of the current modulator. To improve the performance in response of current, robustness and insensitivity to system parameters, a online training neural networks proportional integrate modulator is used. Simulation and experimental results are given out.

Subjects :: Back propagation neural network
Engineering
Artificial neural network
Control theory
Robustness (computer science)
business.industry
System parameters
Electronic engineering
State vector
Three phase converter
business
Pulse-width modulation
Backpropagation

Database :: OpenAIRE
Journal :: The Fifth International Conference on Power Electronics and Drive Systems, 2003. PEDS 2003.
Accession number :: edsair.doi...........7e493ca821a80fb454de285a66eefb11
Full Text :: https://doi.org/10.1109/peds.2003.1283211