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Development of a new expert system for diagnosing marine diesel engines based on real-time diagnostic parameters
ID
Gharib, Hla
(
Avtor
),
ID
Kovács, György
(
Avtor
)
PDF - Predstavitvena datoteka,
prenos
(1,54 MB)
MD5: 4629B13FC7A7E036EB213E6F8559D91E
URL - Izvorni URL, za dostop obiščite
https://www.sv-jme.eu/sl/article/development-of-a-new-expert-system-for-diagnosing-of-marine-diesel-engines-based-on-real-time-diagnostic-parameters/
Galerija slik
Izvleček
Implementing adequate diagnostic strategies for marine engines offers a good possibility to focus on the early recognition of potentialproblems and prevent catastrophic and costly consequences. The successful and increasing application of diagnostic systems and devices for machines depends significantly on the precision of the diagnostic approaches. This research aims to develop an improved diagnosis expert system for determining the real-time technical condition of marine diesel engines. The adequate selection of the diagnostic parameters is crucial in detecting early-stage defects and failures since each parameter responds to the changes in structural parameters of the engine in different modes and degrees. This result provides valuable information on the accurate location of the fault and describes the relationship between operational and structural parameters. Firstly, this article introduces the relevant literature relating to the selection of the diagnostic parameters for marine engines and their subsystems through different statistical methods. The next part contains the description of marine diesel engine subsystems and the selected marine diesel engine’s diagnostic parameters. After that, a newly developed expert system for diagnosing marine diesel engines’ technical conditions is introduced. Finally, a case study of the operation of the developed diagnostic system is presented. The main contribution of the article is the introduction of the newly developed diagnosis expert system, which can be offered to inexperienced users on ships to effectively manage abnormal situations. Furthermore, this diagnostic tool can be applied to the engines’ subsystems to improve the reliability and efficiency of the marine diesel engines’ operation and maintenance.
Jezik:
Angleški jezik
Ključne besede:
marine engines
,
diagnostic parameters
,
maintenance
,
newly developed diagnosis expert system
,
case study
Vrsta gradiva:
Članek v reviji
Tipologija:
1.03 - Kratki znanstveni prispevek
Organizacija:
FS - Fakulteta za strojništvo
Status publikacije:
Objavljeno
Različica publikacije:
Objavljena publikacija
Leto izida:
2022
Št. strani:
12 str.
Številčenje:
Vol. 68, no. 10
PID:
20.500.12556/RUL-142725
UDK:
621.8
ISSN pri članku:
0039-2480
DOI:
10.5545/sv-jme.2022.298
COBISS.SI-ID:
130466051
Datum objave v RUL:
22.11.2022
Število ogledov:
256
Število prenosov:
74
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Objavi na:
Gradivo je del revije
Naslov:
Strojniški vestnik
Skrajšan naslov:
Stroj. vestn.
Založnik:
Zveza strojnih inženirjev in tehnikov Slovenije [etc.], = Association of Mechanical Engineers and Technicians of Slovenia [etc.
ISSN:
0039-2480
COBISS.SI-ID:
762116
Licence
Licenca:
CC BY 4.0, Creative Commons Priznanje avtorstva 4.0 Mednarodna
Povezava:
http://creativecommons.org/licenses/by/4.0/deed.sl
Opis:
To je standardna licenca Creative Commons, ki daje uporabnikom največ možnosti za nadaljnjo uporabo dela, pri čemer morajo navesti avtorja.
Sekundarni jezik
Jezik:
Slovenski jezik
Naslov:
Razvoj novega ekspertnega sistema za diagnostično obravnavo dizelskih motorjev za plovila na osnovi realnočasovnih diagnostičnih parametrov
Ključne besede:
motorji za plovila
,
diagnostični parametri
,
vzdrževanje
,
nov diagnostični ekspertni sistem
,
študija primera
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