Pregled bibliografske jedinice broj: 640894
Adaptive Neural Network Controller for Thermogenerator Angular Velocity Stabilization System
Adaptive Neural Network Controller for Thermogenerator Angular Velocity Stabilization System // Brodogradnja, 64 (2013), 2; 1-13 (međunarodna recenzija, članak, znanstveni)
CROSBI ID: 640894 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Adaptive Neural Network Controller for Thermogenerator Angular Velocity Stabilization System
Autori
Horvat, Krunoslav ; Šoić, Ines ; Kuljača, Ognjen ;
Izvornik
Brodogradnja (0007-215X) 64
(2013), 2;
1-13
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
activation function; adaptive neural network; tracking problem
Sažetak
The paper presents an analytical and simulation approach for the selection of activation functions for the class of neural network controllers for ship’s thermogenerator angular velocity stabilization system. Such systems can be found in many ships. A Lyapunov-like stability analysis is performed in order to obtain a weight update law. A number of simulations were performed to find the best activation function using integral error criteria and statistical T-tests.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
POVEZANOST RADA
Projekti:
192-0361557-1564 - Inteligentno upravljanje hidroenergetskim postrojenjima
Ustanove:
Brodarski institut d.o.o.
Profili:
Ognjen Kuljača
(autor)
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::
- Compendex (EI Village)
- Journal Citation Reports
- Scopus
- Marine Technology Abstracts, EBSCO