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Zbornik radova

Autori: Antonić, Radovan; Vukić, Zoran; Munitić, Ante
Naslov: Sensor information fusion for the needs of fault diagnosis in marine diesel engine propulsion plant
Izvornik: Proceedings of the 17th European Simulation Multiconference / Al-Dabass, David (ur.). - Nothingham : SCS-European Publishing House , 2003. 574-580.
Skup: 17th European Simulation Multiconference
Mjesto i datum: Nottingham, Engleska, 09-11.06.2003.
Ključne riječi: Diesel engine propulsion plant; structural description; redundant information; sensor fusion; neural network
Sažetak:
Complex industrial processes like Marine Diesel Propulsion Plant (MDPP) have complex interrelations and independecies between variables and parameters. This characteristic could be used in estimating unknown or unmeasured variables from the information gathered by other measurements and sources using information fusion by means of a soft computing methods. In the paper, a structural analysis approach to identify most relevant variable interrelations, components or subsystems of MDPP with inherent redundant information has been proposed. Sensor information fusion method was chosen to use artificial neural network (ANN). The paper presents proposed ANN with structure and learning algorithms. Simulation have been carried out in Matlab/Simulink environment with engine speed estimation example.
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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