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Pregled bibliografske jedinice broj: 589792

Design of Adaptive Neural Network Controller for Thermal Power System Frequency Control


Kuljača, Ognjen; Horvat, Krunoslav; Borović, Bruno
Design of Adaptive Neural Network Controller for Thermal Power System Frequency Control // Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije, 52 (2011), 4; 319-328 (međunarodna recenzija, članak, znanstveni)


CROSBI ID: 589792 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Design of Adaptive Neural Network Controller for Thermal Power System Frequency Control

Autori
Kuljača, Ognjen ; Horvat, Krunoslav ; Borović, Bruno

Izvornik
Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije (0005-1144) 52 (2011), 4; 319-328

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Choice of activation functions; Number of nodes; Neural network control

Sažetak
This paper deals with analytical and simulation approach for choice of activation functions and instead of a number of nodes for a class of neural network controllers for frequency control of thermal power systems. Neural network update laws are derived via Lyapunov like stability analysis. When number of nodes is fixed, then simulation analysis is conducted to find the best performer activation function. Best performance is chosen using integral error criteria and proper statistical tests.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Ustanove:
Brodarski institut d.o.o.

Profili:

Avatar Url Krunoslav Horvat (autor)

Avatar Url Bruno Borović (autor)

Avatar Url Ognjen Kuljača (autor)

Poveznice na cjeloviti tekst rada:

Hrčak

Citiraj ovu publikaciju:

Kuljača, Ognjen; Horvat, Krunoslav; Borović, Bruno
Design of Adaptive Neural Network Controller for Thermal Power System Frequency Control // Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije, 52 (2011), 4; 319-328 (međunarodna recenzija, članak, znanstveni)
Kuljača, O., Horvat, K. & Borović, B. (2011) Design of Adaptive Neural Network Controller for Thermal Power System Frequency Control. Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije, 52 (4), 319-328.
@article{article, author = {Kulja\v{c}a, Ognjen and Horvat, Krunoslav and Borovi\'{c}, Bruno}, year = {2011}, pages = {319-328}, keywords = {Choice of activation functions, Number of nodes, Neural network control}, journal = {Automatika : \v{c}asopis za automatiku, mjerenje, elektroniku, ra\v{c}unarstvo i komunikacije}, volume = {52}, number = {4}, issn = {0005-1144}, title = {Design of Adaptive Neural Network Controller for Thermal Power System Frequency Control}, keyword = {Choice of activation functions, Number of nodes, Neural network control} }
@article{article, author = {Kulja\v{c}a, Ognjen and Horvat, Krunoslav and Borovi\'{c}, Bruno}, year = {2011}, pages = {319-328}, keywords = {Choice of activation functions, Number of nodes, Neural network control}, journal = {Automatika : \v{c}asopis za automatiku, mjerenje, elektroniku, ra\v{c}unarstvo i komunikacije}, volume = {52}, number = {4}, issn = {0005-1144}, title = {Design of Adaptive Neural Network Controller for Thermal Power System Frequency Control}, keyword = {Choice of activation functions, Number of nodes, Neural network control} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


Uključenost u ostale bibliografske baze podataka::


  • INSPEC
  • SCI Expanded, SCOPUS, EBSCO





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