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Pregled bibliografske jedinice broj: 301160

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

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,
Istanbul, 2007. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

CROSBI ID: 301160 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

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

Autori
Kuljača, Ognjen ; Tešnjak, Sejid ; Koroman, Vladimir

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

Izvornik
Proceedings of the 9th WSEAS International Conference on Automatic Control, Modeling & Simulation, / - Istanbul, 2007

Skup
WSEAS International Conference on Automatic Control, Modeling & Simulation

Mjesto i datum
Istanbul, Turska, 27.05.2007. - 29.05.2007

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
power system; neural network; adaptive control; frequency control

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA

Projekti:
036-0361557-1561 - Vođenje elektroenergetskog sustava u uvjetima tržišta električne energije (Tešnjak, Sejid, MZO ) ( CroRIS)
036-0361557-1562 - Razvoj sustava za mjerenje i analizu kvalitete električne energije (Tomiša, Tomislav, MZO ) ( CroRIS)

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Sejid Tešnjak (autor)

Avatar Url Ognjen Kuljača (autor)

Avatar Url Vladimir Koroman (autor)

Citiraj ovu publikaciju:

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,
Istanbul, 2007. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Kuljača, O., Tešnjak, S. & Koroman, V. (2007) Performance Analysis of Adaptive Neural Network Frequency Controller for Thermal Power Systems. U: Proceedings of the 9th WSEAS International Conference on Automatic Control, Modeling & Simulation,.
@article{article, author = {Kulja\v{c}a, Ognjen and Te\v{s}njak, Sejid and Koroman, Vladimir}, year = {2007}, keywords = {power system, neural network, adaptive control, frequency control}, title = {Performance Analysis of Adaptive Neural Network Frequency Controller for Thermal Power Systems}, keyword = {power system, neural network, adaptive control, frequency control}, publisherplace = {Istanbul, Turska} }
@article{article, author = {Kulja\v{c}a, Ognjen and Te\v{s}njak, Sejid and Koroman, Vladimir}, year = {2007}, keywords = {power system, neural network, adaptive control, frequency control}, title = {Performance Analysis of Adaptive Neural Network Frequency Controller for Thermal Power Systems}, keyword = {power system, neural network, adaptive control, frequency control}, publisherplace = {Istanbul, Turska} }

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