Title :
ANN-based speed and current controllers for an AC-DC converter fed DC drive system
Author :
Deghedie, S. ; Abdelhamid, T.H. ; Naguib, M.
Author_Institution :
Alexandria Univ., Egypt
Abstract :
This paper presents the application of ANN for adaptive speed and current control of a DC drive system fed from single-phase AC-DC converter. Two ANNs have been used to act as two PI controllers in order to set the reference values of the motor armature current and voltage. The overall system is simulated using Matlab and its response is presented
Keywords :
AC-DC power convertors; DC motor drives; control system analysis computing; control system synthesis; electric current control; electric machine analysis computing; machine control; neurocontrollers; rectifying circuits; two-term control; velocity control; AC-DC power converters; DC motor drive system; Matlab; PI controllers; artificial neural networks; computer simulation; control design; control simulation; current control; motor armature current; motor armature voltage; response; speed control; AC-DC power converters; Adaptive control; Artificial neural networks; Control systems; DC motors; Optimal control; Pi control; Programmable control; Torque; Voltage control;
Conference_Titel :
Electric Machines and Drives, 1999. International Conference IEMD '99
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-5293-9
DOI :
10.1109/IEMDC.1999.769092
