Pregled bibliografske jedinice broj: 589792
Design of Adaptive Neural Network Controller for Thermal Power System Frequency Control
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.
Citiraj ovu publikaciju:
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
