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Output Characteristics Analysis of Gensets for Modeling of an Expert System for Fault Detection Purposes


Hederić, Željko; Barešić, Dejan; Ćorluka, Venco; Barukčić, Marinko
Output Characteristics Analysis of Gensets for Modeling of an Expert System for Fault Detection Purposes // 2017 15th International Conference on Electrical Machines, Drives and Power Systems (ELMA), ELMA 2017 Proceedings / Lazarov, Vladimir ; Aprahamian, Bohos (ur.).
Sofia: IEEE, 2017. str. 11-16 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Output Characteristics Analysis of Gensets for Modeling of an Expert System for Fault Detection Purposes

Autori
Hederić, Željko ; Barešić, Dejan ; Ćorluka, Venco ; Barukčić, Marinko

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

Izvornik
2017 15th International Conference on Electrical Machines, Drives and Power Systems (ELMA), ELMA 2017 Proceedings / Lazarov, Vladimir ; Aprahamian, Bohos - Sofia : IEEE, 2017, 11-16

ISBN
978-1-5090-6690-2

Skup
2017 15th International Conference on Electrical Machines, Drives and Power Systems (ELMA 2017)

Mjesto i datum
Sofija, Bugarska, 01-03.06.2017.

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Bayesian network ; fault detection ; genset ; expert system ; simulation

Sažetak
In complex systems, such as military organisations, a large number of technical resources requiring regular maintenance is used. These resources are often exposed to difficult working conditions increasing the probability of a fault occurrence. Fault diagnosis as a part of the maintenance process is often a complex process, which is why expert systems for fault diagnosis are developed. One of the possible systems developed for fault diagnosis on gensets uses the Bayesian network to decide on a fault with the highest probability. For proper system operation, it is important to have a reliable “knowledge base” encompassing results of diagnostic tests. Apart from direct measurements, simulation results are also used in order to obtain diagnostic results. Fault simulations are performed on a model developed using the Matlab Simulink program package.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Ustanove
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Conference Proceedings Citation Index - Science (CPCI-S)