LAPSE:2023.13080
Published Article
LAPSE:2023.13080
Reliability Testing of Wind Power Plant Devices with the Use of an Intelligent Diagnostic System
February 28, 2023
This paper introduces the issue of reliability simulation studies of wind farm equipment in the process of an operation. By the improvement, retrofitting and insertion of new (optimal) solutions to change the quality and terms of the use of wind farm equipment, an evaluation of their impact on reliability under real conditions can be carried out over a long period of time. Over a brief period, testing the reliability of a technical facility is only possible in a simulation. The aspect of evaluating the reliability of wind farm equipment after the application of intelligent systems, including the Wind Power Plant Expert System (WPPES), can be tested in the manner of a simulation. It was accepted in this article that the operation of the wind farm equipment is detailed based on Markov processes. The results of such research activities are the development of reliable and appropriate strategies and an exploitation policy of PE facilities. The above-mentioned issues in such a comprehensive approach have not been fully presented in the literature. The process of exploitation of complex technical objects such as PE devices is a complex random technical and technological process.
Keywords
expert system, intelligent systems, Markov processes, reliability, servicing process, simulation testing
Suggested Citation
Duer S, Paś J, Stawowy M, Hapka A, Duer R, Ostrowski A, Woźniak M. Reliability Testing of Wind Power Plant Devices with the Use of an Intelligent Diagnostic System. (2023). LAPSE:2023.13080
Author Affiliations
Duer S: Department of Energy, Faculty of Mechanical Engineering, Technical University of Koszalin, 15-17 Raclawicka St., 75-620 Koszalin, Poland [ORCID]
Paś J: Faculty of Electronic, Military University of Technology of Warsaw, 2 Urbanowicza St., 00-908 Warsaw, Poland [ORCID]
Stawowy M: Department of Transport Telecommunication, Faculty of Transport, Warsaw University of Technology, Koszykowa St. 75, 00-662 Warsaw, Poland [ORCID]
Hapka A: Faculty of Electronic and informatics, Technical University of Koszalin, 2 Sniadeckich St., 75-620 Koszalin, Poland
Duer R: Department of Energy, Faculty of Mechanical Engineering, Technical University of Koszalin, 15-17 Raclawicka St., 75-620 Koszalin, Poland
Ostrowski A: Doctoral School, Technical University of Koszalin, 2 Sniadeckich St., 75-620 Koszalin, Poland [ORCID]
Woźniak M: Doctoral School, Technical University of Koszalin, 2 Sniadeckich St., 75-620 Koszalin, Poland [ORCID]
Journal Name
Energies
Volume
15
Issue
10
First Page
3583
Year
2022
Publication Date
2022-05-13
Published Version
ISSN
1996-1073
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Original Submission
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PII: en15103583, Publication Type: Journal Article
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LAPSE:2023.13080
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doi:10.3390/en15103583
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Feb 28, 2023
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