Title :
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
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;
Conference_Titel :
Neural Networks, 2007. IJCNN 2007. International Joint Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4244-1379-9
Electronic_ISBN :
1098-7576
DOI :
10.1109/IJCNN.2007.4371158