Simplified Control Structure for Current Control of Single Phase Rectifiers Using COT-ANN-PWM

Author

Viola, Julio ; Restrepo, José ; Aller, José M. ; Díaz, Mary ; Harley, Ronald ; Habetler, Thomas

Author_Institution

Univ. Simon Bolivar, Caracas

fYear

2007

fDate

12-17 Aug. 2007

Firstpage

1370

Lastpage

1374

Abstract

This paper describes a single phase switched rectifier for current control using model reference adaptive control (MRAC) with a continually on-line trained artificial neural network (COT-ANN). The results obtained with the proposed scheme are similar to the ones obtained in a previous work but using a simpler control structure. Simulations are used to test the validity of the proposed algorithm and the results are later verified by a practical implementation of this system.

Keywords

PWM rectifiers; electric current control; model reference adaptive control systems; neurocontrollers; continually online trained artificial neural network; current control; model reference adaptive control; simplified control structure; single phase switched rectifier; Artificial neural networks; Control systems; Current control; Neural networks; Neurons; Pulse width modulation; Pulse width modulation inverters; Reactive power; Rectifiers; Voltage control;

fLanguage

English

Publisher

ieee

Conference_Titel

Neural Networks, 2007. IJCNN 2007. International Joint Conference on

Conference_Location

Orlando, FL

ISSN

1098-7576

Print_ISBN

978-1-4244-1379-9

Electronic_ISBN

1098-7576

Type

conf

DOI

10.1109/IJCNN.2007.4371158

Filename

4371158