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Pregled bibliografske jedinice broj: 438527

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


Kuljaca, Ognjen; Horvat, Krunoslav; Gadewadikar, Jyotirmay
Adaptive Two Layer Neural Network Frequency Controller for Isolated Thermal Power System // Engineering/Computing and Systems Research E-Conference CISSE 2009, International Conference on Industrial Electronics, Technology & Automation IETA 09 / NA (ur.).
Bridgeport (CT), 2009. str. CD-CD (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


CROSBI ID: 438527 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Adaptive Two Layer Neural Network Frequency Controller for Isolated Thermal Power System

Autori
Kuljaca, Ognjen ; Horvat, Krunoslav ; Gadewadikar, Jyotirmay

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

Izvornik
Engineering/Computing and Systems Research E-Conference CISSE 2009, International Conference on Industrial Electronics, Technology & Automation IETA 09 / NA - Bridgeport (CT), 2009, CD-CD

Skup
International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering (CISSE 09) - International Conference on Industrial Electronics, Technology & Automation (IETA 09)

Mjesto i datum
NA, 4-12.12.2209

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Adaptive Neural Network; Frequency Controller; Isolated Thermal Power System

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 Ognjen Kuljača (autor)

Avatar Url Krunoslav Horvat (autor)

Citiraj ovu publikaciju:

Kuljaca, Ognjen; Horvat, Krunoslav; Gadewadikar, Jyotirmay
Adaptive Two Layer Neural Network Frequency Controller for Isolated Thermal Power System // Engineering/Computing and Systems Research E-Conference CISSE 2009, International Conference on Industrial Electronics, Technology & Automation IETA 09 / NA (ur.).
Bridgeport (CT), 2009. str. CD-CD (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Kuljaca, O., Horvat, K. & Gadewadikar, J. (2009) Adaptive Two Layer Neural Network Frequency Controller for Isolated Thermal Power System. U: NA (ur.)Engineering/Computing and Systems Research E-Conference CISSE 2009, International Conference on Industrial Electronics, Technology & Automation IETA 09.
@article{article, author = {Kuljaca, Ognjen and Horvat, Krunoslav and Gadewadikar, Jyotirmay}, year = {2009}, pages = {CD-CD}, keywords = {Adaptive Neural Network, Frequency Controller, Isolated Thermal Power System}, title = {Adaptive Two Layer Neural Network Frequency Controller for Isolated Thermal Power System}, keyword = {Adaptive Neural Network, Frequency Controller, Isolated Thermal Power System}, publisherplace = {NA} }
@article{article, author = {Kuljaca, Ognjen and Horvat, Krunoslav and Gadewadikar, Jyotirmay}, year = {2009}, pages = {CD-CD}, keywords = {Adaptive Neural Network, Frequency Controller, Isolated Thermal Power System}, title = {Adaptive Two Layer Neural Network Frequency Controller for Isolated Thermal Power System}, keyword = {Adaptive Neural Network, Frequency Controller, Isolated Thermal Power System}, publisherplace = {NA} }




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