DocumentCode
1880211
Title
COT-ANN-PWM single-phase synchronous rectifiers without line-voltage sensors
Author
Restrepo, I.A. ; Millan, A.J. ; Harley, R.G. ; Habetler, T.G.
Author_Institution
Simon Bolivar Univ., Caracas, Venezuela
Volume
5
fYear
2004
fDate
20-25 June 2004
Firstpage
3859
Abstract
The aim of this work is to present an approach for attaining a practical implementation of a continually online trained artificial neural network (COT-ANN) regulating a PWM single phase synchronous rectifier without line-voltage sensors, to control the line or source current to a PWM voltage source inverter. The line voltage sensor is eliminated by a voltage estimator. Simulations are used to test the validity of the algorithm and the results are later verified by a practical implementation of this rectifier.
Keywords
PWM invertors; electric current control; neural nets; power engineering computing; rectifying circuits; voltage control; ANN; PWM; artificial neural network; line-voltage sensors; pulse width modulation; synchronous rectifiers; voltage source inverter; Artificial neural networks; Control systems; Load flow; Pulse width modulation; Pulse width modulation inverters; Reactive power; Rectifiers; Testing; Tuning; Voltage control;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Electronics Specialists Conference, 2004. PESC 04. 2004 IEEE 35th Annual
ISSN
0275-9306
Print_ISBN
0-7803-8399-0
Type
conf
DOI
10.1109/PESC.2004.1355157
Filename
1355157
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