Title :
Performance evaluation of neural networks for µC based excitation control of a synchronous generator
Author :
Karnavas, Yannis L. ; Pantos, Sotirios
Author_Institution :
Dept. Of Electr. Eng., Technol. Educ. Instn. of Crete, Heraklion
Abstract :
The proposed paper aims(by means of simulation) at the systematical design, development and performance evaluation of an appropriate scheme of an artificial neural network (ANN), regarding its type and its architecture, in order to be coded in a muC system and applied to the excitation part of a a synchronous generator workbench system for real time operation.
Keywords :
machine control; neural nets; synchronous generators; artificial neural network; excitation control; synchronous generator; Artificial neural networks; Control system synthesis; Educational technology; Mathematical model; Neural networks; Real time systems; Sampling methods; Synchronous generators; Testing; Voltage;
Conference_Titel :
Electrical Machines, 2008. ICEM 2008. 18th International Conference on
Conference_Location :
Vilamoura
Print_ISBN :
978-1-4244-1735-3
Electronic_ISBN :
978-1-4244-1736-0
DOI :
10.1109/ICELMACH.2008.4799953
