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Validation of copula-based weather generator for maintenance model of offshore wind farm

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/
Document Type:Article
Title:Validation of copula-based weather generator for maintenance model of offshore wind farm
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Skobiej, BartoszBartosz.Skobiej (at) dlr.dehttps://orcid.org/0000-0003-0529-9454
Niemi, Arto Turo OlaviArto.Niemi (at) dlr.dehttps://orcid.org/0000-0001-6307-9826
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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