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Pregled bibliografske jedinice broj: 451603

Adaptive Two Layers Neural Network Frequency Controller for Isolated Thermal Power System


Kuljaca, Ognjen; Horvat, Krunoslav; Gadewadikar, Jyotirmay
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, USA: Springer, 2010. str. NA-NA


CROSBI ID: 451603 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

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, USA

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.

Profili:

Avatar Url Krunoslav Horvat (autor)

Avatar Url Ognjen Kuljača (autor)


Citiraj ovu publikaciju

Kuljaca, Ognjen; Horvat, Krunoslav; Gadewadikar, Jyotirmay
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, USA: Springer, 2010. str. NA-NA
Kuljaca, O., Horvat, K. & Gadewadikar, J. (2010) Adaptive Two Layers Neural Network Frequency Controller for Isolated Thermal Power System. U: Elleithy, K., Sobh, T., Iskander, M., Kapila, V., Karim, M. & Mahmood, A. (ur.) Technological Developments in Networking, Education and Automation. Secaucus, USA, Springer, str. NA-NA.
@inbook{inbook, year = {2010}, pages = {NA-NA}, keywords = {NA}, isbn = {978-90-481-9150-5}, title = {Adaptive Two Layers Neural Network Frequency Controller for Isolated Thermal Power System}, keyword = {NA}, publisher = {Springer}, publisherplace = {Secaucus, USA} }
@inbook{inbook, year = {2010}, pages = {NA-NA}, keywords = {NA}, isbn = {978-90-481-9150-5}, title = {Adaptive Two Layers Neural Network Frequency Controller for Isolated Thermal Power System}, keyword = {NA}, publisher = {Springer}, publisherplace = {Secaucus, USA} }




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