Naslov
Neural Network Based Synchronous Generator Excitation Control

Autori
Bulić, Neven ; Sumina, Damir ; Šimić, Toni

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
EDPE 2007 Proceedings / - Košice, 2007, 1-6

ISBN
978-80-8073-868-6

Skup
EDPE 2007

Mjesto i datum
Vysoké Tatry, Slovačka, 24.09.2007. - 26.09.2007

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Excitation control; Synchronous generator; Neural networks

Sažetak
Usage of Neural Network (NN) based excitation control on single machine infinite bus and its simulation studies are reported in this paper. The proposed feed forward neural network integrates a voltage regulator and a power system stabilizer. It is trained on-line from input and output signals of a synchronous generator. A modified error function used for training the neural network by the back propagation algorithm uses the reference and terminal voltage as controlling voltage and active power deviation to provide stabilization. The complete algorithm is simulated in Matlab Simulink. Synchronous generator (83 kVA, 50 Hz, 400V) is connected over one transmission line to AC power system. The simulation results described in this paper show advantages of this method over classic control method (an excitation current loop with P controller and a terminal voltage loop with PI controller).

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA