Pregled bibliografske jedinice broj: 413940
Design of Adaptive Neural Network Frequency Controller for Thermal Power Systems
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:
Ognjen Kuljača
(autor)