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Pregled bibliografske jedinice broj: 231916

Zbornik radova

Autori: Antonić, Radovan; Vukić, Zoran; Munitić, Ante
Naslov: Senzor information fusion for the needs of fault diagnosis in marine diesel engine propulsion plant
Izvornik: Proceedings of the 4th Middle East Symposium on Simulation and Modelling : MESM 2002 / Al-Akaidi, Marwan (ur.). - Erlagen : Gruner Druck GmbH , 2002. 136-141 (ISBN: 90-77039-09-0).
Skup: 4th Middle East Symposium on Simulation and Modelling : MESM 2002
Mjesto i datum: Sharjah, UAE, 28-30 September 2002
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 interdependencies 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 identifying most relevant variables interrelations, components or subsystems of MDPP with inherent redundant information has been proposed. Sensor information fusion method was chosen to be using artificial neural networks (ANN). The paper presents proposed ANN with structure and learning algorithms. Simulation have been carried out in Matlab-Simulink environment wit engine speed estimation example.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: ISBN: 90-77039-09-0
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Elektrotehnika,Računarstvo,Temeljne tehničke znanosti



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