Planning of O&M for offshore wind turbines using Bayesian graphical models

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8 Citationer (Scopus)

Abstract

The costs to operation and maintenance (O&M) for offshore wind turbines are large, and risk-based planning of O&M has the potential of reducing these costs. This paper presents how Bayesian graphical models can be used to establish a probabilistic damage model and include data from imperfect inspections and monitoring. The method offers efficient updating of the failure probability, which is necessary for risk-based decision making. An application example is presented to demonstrate the capabilities of the method.
OriginalsprogEngelsk
TitelReliability, Risk and Safety : Back to the Future
Antal sider8
Publikationsdato1 dec. 2010
Sider1081-1088
ISBN (Trykt)9780415604277
StatusUdgivet - 1 dec. 2010
BegivenhedEuropean Safety and Reliability Annual Conference: Reliability, Risk and Safety: Back to the Future, ESREL 2010 - Rhodes, Grækenland
Varighed: 5 sep. 20109 sep. 2010

Konference

KonferenceEuropean Safety and Reliability Annual Conference: Reliability, Risk and Safety: Back to the Future, ESREL 2010
Land/OmrådeGrækenland
ByRhodes
Periode05/09/201009/09/2010
NavnReliability, Risk and Safety: Back to the Future

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