DocumentCode
1576428
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
Volume
1
fYear
1999
fDate
6/21/1905 12:00:00 AM
Firstpage
489
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Africon, 1999 IEEE
Conference_Location
Cape Town
Print_ISBN
0-7803-5546-6
Type
conf
DOI
10.1109/AFRCON.1999.820927
Filename
820927
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