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Performance Analysis of Adaptive Neural Network Frequency Controller for Thermal Power Systems (CROSBI ID 530045)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Kuljača, Ognjen ; Tešnjak, Sejid ; Koroman, Vladimir Performance Analysis of Adaptive Neural Network Frequency Controller for Thermal Power Systems // Proceedings of the 9th WSEAS International Conference on Automatic Control, Modeling & Simulation / Demiralp, Metin ; E. Mastorakis, Nikos (ur.). Istanbul: WSEAS Press, 2007. str. 127-132-x

Podaci o odgovornosti

Kuljača, Ognjen ; Tešnjak, Sejid ; Koroman, Vladimir

engleski

Performance Analysis of Adaptive Neural Network Frequency Controller for Thermal Power Systems

An adaptive neural network control scheme for thermal power system is described. No off-line training is required for the proposed neural network controller. The online tuning algorithm and neural network architecture are described. The performance of the controller is illustrated via simulation for different changes in process parameters. Performance of neural network controller is compared with conventional proportional-integral control scheme for frequency control in thermal power systems.

power system; neural network; adaptive control; frequency control

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Podaci o prilogu

127-132-x.

2007.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of the 9th WSEAS International Conference on Automatic Control, Modeling & Simulation

Demiralp, Metin ; E. Mastorakis, Nikos

Istanbul: WSEAS Press

978-960-8457-74-4

1790-5117

Podaci o skupu

9th WSEAS International Conference on Automatic Control, Modeling & Simulation

predavanje

27.05.2007-29.05.2007

Istanbul, Turska

Povezanost rada

Elektrotehnika

Poveznice