Challenges for Risk-based Maintenance Planning for Offshore Wind Turbines

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Abstract

This paper concerns the development of a probabilistic model for riskbased maintenance planning for offshore wind turbines. A prior damage model can be combined with data to give an updated estimate of the probability of failure. For indicators, an indicator model is needed, and this paper presents how Bayesian networks can be used to learn such a model when past data is available.
OriginalsprogEngelsk
TidsskriftProceedings of the International Offshore and Polar Engineering Conference
Sider (fra-til)451-457
Antal sider7
ISSN1098-6189
StatusUdgivet - 2011
BegivenhedThe Twenty-first (2011) International Offshore and Polar Engineering Conference (ISOPE) - Maui, Hawaii, USA
Varighed: 19 jun. 201124 jun. 2011

Konference

KonferenceThe Twenty-first (2011) International Offshore and Polar Engineering Conference (ISOPE)
Land/OmrådeUSA
ByMaui, Hawaii
Periode19/06/201124/06/2011

Emneord

  • Risk-Based Planning
  • Maintenance
  • Bayesian Networks
  • Indicators

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