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Pregled bibliografske jedinice broj: 115415

Zbornik radova

Autori: Antonić, Radovan; Vukić, Zoran; Munitić, Ante
Naslov: Faulty sensor signal estimation in ship's propulsion using information fusion
Izvornik: Proceedings of International Carpathian Control Conference / Podlubny, Igor ; Kostur, Karol (ur.). - Košice : TU Košice , 2003. 40-43.
Skup: International Carpathian Control Conference
Mjesto i datum: Visoke Tatre, Slovačka, 26-29.05.2003
Ključne riječi: Diesel engine propulsion process; structural analysis; engine speed fault; redundant information; sensor fusion
Sažetak:
In the paper, a structural analysis approach to identify most relevant variables its interrelations, components or subsystems of ship's diesel engine propulsion process with inherent redundant information has been proposed. Existing redundant relations could be used in cases of sensor faults to increase fail-safe operational performance. Sensor information fusion method was chosen to be based on using artificial neural networks. The paper presents effective artificial neural network structure for on-line estimation of faulty sensor signal by means of information fusion. Simulation have been carried out in Matlab/Simulink environment with marine diesel engine speed sensor fault example. Good practical estimation results were obtained using related engine working data.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: 0171007, 0171005, 0036010
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Elektrotehnika,Tehnologija prometa i transport,Informacijske i komunikacijske znanosti



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