Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters

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GHARIB, Hla ;KOVÁCS, György .
Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters. 
Strojniški vestnik - Journal of Mechanical Engineering, [S.l.], v. 68, n.10, p. 642-653, september 2022. 
ISSN 0039-2480.
Available at: <https://www.sv-jme.eu/article/development-of-a-new-expert-system-for-diagnosing-of-marine-diesel-engines-based-on-real-time-diagnostic-parameters/>. Date accessed: 24 apr. 2024. 
doi:http://dx.doi.org/10.5545/sv-jme.2022.298.
Gharib, H., & Kovács, G.
(2022).
Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters.
Strojniški vestnik - Journal of Mechanical Engineering, 68(10), 642-653.
doi:http://dx.doi.org/10.5545/sv-jme.2022.298
@article{sv-jmesv-jme.2022.298,
	author = {Hla  Gharib and György  Kovács},
	title = {Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters},
	journal = {Strojniški vestnik - Journal of Mechanical Engineering},
	volume = {68},
	number = {10},
	year = {2022},
	keywords = {marine engines; diagnostic parameters; maintenance; newly developed diagnosis expert system; case study; },
	abstract = {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.},
	issn = {0039-2480},	pages = {642-653},	doi = {10.5545/sv-jme.2022.298},
	url = {https://www.sv-jme.eu/article/development-of-a-new-expert-system-for-diagnosing-of-marine-diesel-engines-based-on-real-time-diagnostic-parameters/}
}
Gharib, H.,Kovács, G.
2022 September 68. Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters. Strojniški vestnik - Journal of Mechanical Engineering. [Online] 68:10
%A Gharib, Hla 
%A Kovács, György 
%D 2022
%T Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters
%B 2022
%9 marine engines; diagnostic parameters; maintenance; newly developed diagnosis expert system; case study; 
%! Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters
%K marine engines; diagnostic parameters; maintenance; newly developed diagnosis expert system; case study; 
%X 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.
%U https://www.sv-jme.eu/article/development-of-a-new-expert-system-for-diagnosing-of-marine-diesel-engines-based-on-real-time-diagnostic-parameters/
%0 Journal Article
%R 10.5545/sv-jme.2022.298
%& 642
%P 12
%J Strojniški vestnik - Journal of Mechanical Engineering
%V 68
%N 10
%@ 0039-2480
%8 2022-09-16
%7 2022-09-16
Gharib, Hla, & György  Kovács.
"Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters." Strojniški vestnik - Journal of Mechanical Engineering [Online], 68.10 (2022): 642-653. Web.  24 Apr. 2024
TY  - JOUR
AU  - Gharib, Hla 
AU  - Kovács, György 
PY  - 2022
TI  - Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters
JF  - Strojniški vestnik - Journal of Mechanical Engineering
DO  - 10.5545/sv-jme.2022.298
KW  - marine engines; diagnostic parameters; maintenance; newly developed diagnosis expert system; case study; 
N2  - 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.
UR  - https://www.sv-jme.eu/article/development-of-a-new-expert-system-for-diagnosing-of-marine-diesel-engines-based-on-real-time-diagnostic-parameters/
@article{{sv-jme}{sv-jme.2022.298},
	author = {Gharib, H., Kovács, G.},
	title = {Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters},
	journal = {Strojniški vestnik - Journal of Mechanical Engineering},
	volume = {68},
	number = {10},
	year = {2022},
	doi = {10.5545/sv-jme.2022.298},
	url = {https://www.sv-jme.eu/article/development-of-a-new-expert-system-for-diagnosing-of-marine-diesel-engines-based-on-real-time-diagnostic-parameters/}
}
TY  - JOUR
AU  - Gharib, Hla 
AU  - Kovács, György 
PY  - 2022/09/16
TI  - Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters
JF  - Strojniški vestnik - Journal of Mechanical Engineering; Vol 68, No 10 (2022): Strojniški vestnik - Journal of Mechanical Engineering
DO  - 10.5545/sv-jme.2022.298
KW  - marine engines, diagnostic parameters, maintenance, newly developed diagnosis expert system, case study, 
N2  - 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.
UR  - https://www.sv-jme.eu/article/development-of-a-new-expert-system-for-diagnosing-of-marine-diesel-engines-based-on-real-time-diagnostic-parameters/
Gharib, Hla, AND Kovács, György.
"Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters" Strojniški vestnik - Journal of Mechanical Engineering [Online], Volume 68 Number 10 (16 September 2022)

Authors

Affiliations

  • University of Miskolc, Faculty of Mechanical Engineering and Informatics, Institute of Manufacturing Science, Hungary 1

Paper's information

Strojniški vestnik - Journal of Mechanical Engineering 68(2022)10, 642-653
© The Authors 2022. CC BY 4.0 Int.

https://doi.org/10.5545/sv-jme.2022.298

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.

marine engines; diagnostic parameters; maintenance; newly developed diagnosis expert system; case study;