Pregled bibliografske jedinice broj: 451603
Adaptive Two Layers Neural Network Frequency Controller for Isolated Thermal Power System
Adaptive Two Layers Neural Network Frequency Controller for Isolated Thermal Power System // Technological Developments in Networking, Education and Automation / Elleithy, K. ; Sobh, T. ; Iskander, M. ; Kapila, V. ; Karim, M.A. ; Mahmood, A. (ur.).
Secaucus (NJ): Springer, 2010. str. NA-NA
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Naslov
Adaptive Two Layers Neural Network Frequency Controller for Isolated Thermal Power System
Autori
Kuljaca, Ognjen ; Horvat, Krunoslav ; Gadewadikar, Jyotirmay
Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, znanstveni
Knjiga
Technological Developments in Networking, Education and Automation
Urednik/ci
Elleithy, K. ; Sobh, T. ; Iskander, M. ; Kapila, V. ; Karim, M.A. ; Mahmood, A.
Izdavač
Springer
Grad
Secaucus (NJ)
Godina
2010
Raspon stranica
NA-NA
ISBN
978-90-481-9150-5
Ključne riječi
NA
Sažetak
An adaptive neural network control scheme for thermal power system is described. Neural network control scheme presented in this paper does not require off-line training. 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 and for different disturbances. Performance of neural network controller is compared with conventional proportional-integral control scheme for frequency control in thermal power systems. Neural network control scheme described here is not linear-in-parameter. Neural network has two layers and nodes weights in both layers are tuned.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
POVEZANOST RADA
Projekti:
192-0361557-1564 - Inteligentno upravljanje hidroenergetskim postrojenjima
Ustanove:
Brodarski institut d.o.o.