DocumentCode
2767305
Title
Research on three-phase converter controller based on neural network technique
Author
Baocheng, Wang ; Weiyang, Wu ; Sun, Xiaofeng ; Kun, Wei
Author_Institution
Coll. of Electr. Eng., Yanshan Univ., China
Volume
2
fYear
2003
fDate
17-20 Nov. 2003
Firstpage
1514
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.
Keywords
PWM power convertors; backpropagation; neural nets; SVPWM; back propagation; current modulator; neural network online training; proportional integrate modulator; state vector pulse width modulation; system parameters insensitivity; three-phase converter controller; Control systems; Current control; Hysteresis; Low pass filters; Matrix converters; Neural networks; Pulse width modulation converters; Regulators; Space vector pulse width modulation; Voltage control;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Electronics and Drive Systems, 2003. PEDS 2003. The Fifth International Conference on
Print_ISBN
0-7803-7885-7
Type
conf
DOI
10.1109/PEDS.2003.1283211
Filename
1283211
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