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Pregled bibliografske jedinice broj: 640894

Adaptive Neural Network Controller for Thermogenerator Angular Velocity Stabilization System


Horvat, Krunoslav; Šoić, Ines; Kuljača, Ognjen;
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:

Avatar Url Ognjen Kuljača (autor)

Citiraj ovu publikaciju

Horvat, Krunoslav; Šoić, Ines; Kuljača, Ognjen;
Adaptive Neural Network Controller for Thermogenerator Angular Velocity Stabilization System // Brodogradnja, 64 (2013), 2; 1-13 (međunarodna recenzija, članak, znanstveni)
Horvat, K., Šoić, I., Kuljača, O. & (2013) Adaptive Neural Network Controller for Thermogenerator Angular Velocity Stabilization System. Brodogradnja, 64 (2), 1-13.
@article{article, year = {2013}, pages = {1-13}, keywords = {activation function, adaptive neural network, tracking problem}, journal = {Brodogradnja}, volume = {64}, number = {2}, issn = {0007-215X}, title = {Adaptive Neural Network Controller for Thermogenerator Angular Velocity Stabilization System}, keyword = {activation function, adaptive neural network, tracking problem} }
@article{article, year = {2013}, pages = {1-13}, keywords = {activation function, adaptive neural network, tracking problem}, journal = {Brodogradnja}, volume = {64}, number = {2}, issn = {0007-215X}, title = {Adaptive Neural Network Controller for Thermogenerator Angular Velocity Stabilization System}, keyword = {activation function, adaptive neural network, tracking problem} }

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





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