Title :
Neurocontrol of turbogenerators with adaptive critic designs
Author :
Venayagamoorthy, Ganesh K. ; Wunsch, Donald C., II ; Harley, Ronald G.
Author_Institution :
Dept. of Electr. Eng., Natal Univ., Durban, South Africa
fDate :
6/21/1905 12:00:00 AM
Abstract :
This paper presents the design of a neuro-controller for a turbogenerator using a novel technique based on adaptive critic designs (ACD). This adaptive critic design based neuro-controller augments/replaces the traditional automatic voltage regulator (AVR) and the turbine governor of the generator. Simulation results are presented to show that neural network controllers with the ACD have the potential to control turbogenerators when system conditions and configuration changes
Keywords :
control system analysis; control system synthesis; machine control; machine theory; neurocontrollers; turbogenerators; adaptive critic designs; control simulation; neurocontroller design; system conditions; system configuration; turbogenerator; Artificial neural networks; Mathematical model; Neural networks; Nonlinear equations; State-space methods; Transmission lines; Turbines; Turbogenerators; USA Councils; Voltage;
Conference_Titel :
Africon, 1999 IEEE
Conference_Location :
Cape Town
Print_ISBN :
0-7803-5546-6
DOI :
10.1109/AFRCON.1999.820927
