Naslov
Sensor information fusion for the needs of fault diagnosis in marine diesel engine propulsion plant

Autori
Antonić, Radovan ; Vukić, Zoran ; Munitić, Ante

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 17th European Simulation Multiconference / Al-Dabass, David - Nottingham : SCS-European Publishing House, 2003, 574-580

Skup
17th European Simulation Multiconference

Mjesto i datum
Nottingham, Ujedinjeno Kraljevstvo, 09.06.2003. - 11.06.2003

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

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.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Tehnologija prometa i transport, Informacijske i komunikacijske znanosti

POVEZANOST RADA