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Pregled bibliografske jedinice broj: 413940

Design of Adaptive Neural Network Frequency Controller for Thermal Power Systems


Kuljaca, Ognjen; Gadewadikar, Jyotirmay; Agyepong, Kwabena
Design of Adaptive Neural Network Frequency Controller for Thermal Power Systems // Advances in Computer and Information Sciences and Engineering / Tarek Sobh (ur.).
Dordrecht: Springer, 2008. str. 372-377


CROSBI ID: 413940 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Design of Adaptive Neural Network Frequency Controller for Thermal Power Systems

Autori
Kuljaca, Ognjen ; Gadewadikar, Jyotirmay ; Agyepong, Kwabena

Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, znanstveni

Knjiga
Advances in Computer and Information Sciences and Engineering

Urednik/ci
Tarek Sobh

Izdavač
Springer

Grad
Dordrecht

Godina
2008

Raspon stranica
372-377

ISBN
978-1-4020-8740-0

Ključne riječi
neural network, frequency control, power systems

Sažetak
An adaptive neural network control scheme for thermal power system is described. Neural network control scheme does not require off-line training. The online tuning algorithm and neural network architecture are described and a stability proof is given. The performance of the controller is illustrated via simulation for different changes in process parameters and for different disturbances. 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:
192-0361557-1564 - Inteligentno upravljanje hidroenergetskim postrojenjima

Ustanove:
Brodarski institut d.o.o.

Profili:

Avatar Url Ognjen Kuljača (autor)


Citiraj ovu publikaciju:

Kuljaca, Ognjen; Gadewadikar, Jyotirmay; Agyepong, Kwabena
Design of Adaptive Neural Network Frequency Controller for Thermal Power Systems // Advances in Computer and Information Sciences and Engineering / Tarek Sobh (ur.).
Dordrecht: Springer, 2008. str. 372-377
Kuljaca, O., Gadewadikar, J. & Agyepong, K. (2008) Design of Adaptive Neural Network Frequency Controller for Thermal Power Systems. U: Tarek Sobh (ur.) Advances in Computer and Information Sciences and Engineering. Dordrecht, Springer, str. 372-377.
@inbook{inbook, author = {Kuljaca, Ognjen and Gadewadikar, Jyotirmay and Agyepong, Kwabena}, year = {2008}, pages = {372-377}, keywords = {neural network, frequency control, power systems}, isbn = {978-1-4020-8740-0}, title = {Design of Adaptive Neural Network Frequency Controller for Thermal Power Systems}, keyword = {neural network, frequency control, power systems}, publisher = {Springer}, publisherplace = {Dordrecht} }
@inbook{inbook, author = {Kuljaca, Ognjen and Gadewadikar, Jyotirmay and Agyepong, Kwabena}, year = {2008}, pages = {372-377}, keywords = {neural network, frequency control, power systems}, isbn = {978-1-4020-8740-0}, title = {Design of Adaptive Neural Network Frequency Controller for Thermal Power Systems}, keyword = {neural network, frequency control, power systems}, publisher = {Springer}, publisherplace = {Dordrecht} }




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