Modelling wind turbine degradation and maintenance
degradation, inspection and maintenance processes. The model was developed based on the Petri net method that effectively captures the stochastic nature of the dynamic processes through the use of appropriate statistical distributions. The versatility of the method allows the details of the degradat...
| Main Authors: | , |
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| Format: | Article |
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Wiley
2016
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| Online Access: | https://eprints.nottingham.ac.uk/46719/ |
| _version_ | 1848797384753020928 |
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| author | Le, Bryant Andrews, John |
| author_facet | Le, Bryant Andrews, John |
| author_sort | Le, Bryant |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | degradation, inspection and maintenance processes. The model was developed based on the Petri net method that effectively captures the stochastic nature of the dynamic processes through the use of appropriate statistical distributions. The versatility of the method allows the details of the degradation and maintenance operations to be incorporated in the model. In particular, there are dependent deterioration processes between wind turbine subsystems, complex maintenance rules and the incorporation of condition monitoring systems for early failure indication to enable replacement prior to failure. The purposes of the model are to predict the future condition of wind turbine components and to investigate the effect of a specified maintenance strategy. The model outputs are statistics indicating the performance of the wind turbine components; these include the probability of being in different condition states, the expected number of maintenance actions and the average number and duration of system downtime under any maintenance strategy. |
| first_indexed | 2025-11-14T20:03:02Z |
| format | Article |
| id | nottingham-46719 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| last_indexed | 2025-11-14T20:03:02Z |
| publishDate | 2016 |
| publisher | Wiley |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-467192020-05-04T20:03:15Z https://eprints.nottingham.ac.uk/46719/ Modelling wind turbine degradation and maintenance Le, Bryant Andrews, John degradation, inspection and maintenance processes. The model was developed based on the Petri net method that effectively captures the stochastic nature of the dynamic processes through the use of appropriate statistical distributions. The versatility of the method allows the details of the degradation and maintenance operations to be incorporated in the model. In particular, there are dependent deterioration processes between wind turbine subsystems, complex maintenance rules and the incorporation of condition monitoring systems for early failure indication to enable replacement prior to failure. The purposes of the model are to predict the future condition of wind turbine components and to investigate the effect of a specified maintenance strategy. The model outputs are statistics indicating the performance of the wind turbine components; these include the probability of being in different condition states, the expected number of maintenance actions and the average number and duration of system downtime under any maintenance strategy. Wiley 2016-04 Article PeerReviewed Le, Bryant and Andrews, John (2016) Modelling wind turbine degradation and maintenance. Wind Energy, 19 (4). pp. 571-591. ISSN 1099-1824 wind turbine; Petri net; degradation; maintenance modelling http://onlinelibrary.wiley.com/doi/10.1002/we.1851/full doi:10.1002/we.1851 doi:10.1002/we.1851 |
| spellingShingle | wind turbine; Petri net; degradation; maintenance modelling Le, Bryant Andrews, John Modelling wind turbine degradation and maintenance |
| title | Modelling wind turbine degradation and maintenance |
| title_full | Modelling wind turbine degradation and maintenance |
| title_fullStr | Modelling wind turbine degradation and maintenance |
| title_full_unstemmed | Modelling wind turbine degradation and maintenance |
| title_short | Modelling wind turbine degradation and maintenance |
| title_sort | modelling wind turbine degradation and maintenance |
| topic | wind turbine; Petri net; degradation; maintenance modelling |
| url | https://eprints.nottingham.ac.uk/46719/ https://eprints.nottingham.ac.uk/46719/ https://eprints.nottingham.ac.uk/46719/ |