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Skobiej, Bartosz and Niemi, Arto Turo Olavi (2021) Validation of copula-based weather generator for maintenance model of offshore wind farm. WMU Journal of Maritime Affairs, 20 (4). Springer Nature. doi: 10.1007/s13437-021-00255-x. ISSN 1651-436X.
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Official URL: https://link.springer.com/article/10.1007/s13437-021-00255-x
Abstract
This article discusses the aspect of modelling weather conditions in marine environment for implementation in the offshore wind farm domain. It is clear that harsh sea weather conditions influence many characteristics of any offshore installation. The accessibility to the infrastructure, maintenance procedures, failure ratios of components, energy provision levels, or utilization of vessels – are the examples of weather-related issues connected to the offshore wind industry. Regarding the growing popularity of digital twin methodology authors present a novel view to generate weather data with copula-based method. The results obtained are compared to selected historical data and implemented into the maintenance model. The selected indicators of maintenance service are used for usability assessment of proposed copula-based method.
| Item URL in elib: | https://elib.dlr.de/146346/ | |||||||||
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| Document Type: | Article | |||||||||
| Title: | Validation of copula-based weather generator for maintenance model of offshore wind farm | |||||||||
| Authors: |
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| Date: | 26 November 2021 | |||||||||
| Journal or Publication Title: | WMU Journal of Maritime Affairs | |||||||||
| Refereed publication: | Yes | |||||||||
| Open Access: | Yes | |||||||||
| Gold Open Access: | No | |||||||||
| In SCOPUS: | Yes | |||||||||
| In ISI Web of Science: | Yes | |||||||||
| Volume: | 20 | |||||||||
| DOI: | 10.1007/s13437-021-00255-x | |||||||||
| Publisher: | Springer Nature | |||||||||
| ISSN: | 1651-436X | |||||||||
| Status: | Published | |||||||||
| Keywords: | weather generator, offshore wind farm, OWF, maintenance, copula | |||||||||
| HGF - Research field: | other | |||||||||
| HGF - Program: | other | |||||||||
| HGF - Program Themes: | other | |||||||||
| DLR - Research area: | no assignment | |||||||||
| DLR - Program: | no assignment | |||||||||
| DLR - Research theme (Project): | no assignment | |||||||||
| Location: | Bremerhaven | |||||||||
| Institutes and Institutions: | Institute for the Protection of Maritime Infrastructures > Reslience of Maritime Systems | |||||||||
| Deposited By: | Skobiej, Bartosz | |||||||||
| Deposited On: | 07 Dec 2021 09:42 | |||||||||
| Last Modified: | 07 Dec 2021 09:42 |
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