Probabilistic and Risk-Informed Life Extension Assessment of Wind Turbine Structural Components

Reassessment of the fatigue life for wind turbine structural components is typically performed using deterministic methods with the same partial safety factors as used for the original design. However, in relation to life extension, the conditions are generally different from the assumptions used fo...

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Main Authors: Jannie Sønderkær Nielsen, Lindsay Miller-Branovacki, Rupp Carriveau
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/4/821
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spelling doaj-eae295a2c0dc4c65a82bf09fb2d81af32021-02-05T00:06:09ZengMDPI AGEnergies1996-10732021-02-011482182110.3390/en14040821Probabilistic and Risk-Informed Life Extension Assessment of Wind Turbine Structural ComponentsJannie Sønderkær Nielsen0Lindsay Miller-Branovacki1Rupp Carriveau2Department of the Built Environment, Aalborg University, Thomas Manns Vej 23, 9220 Aalborg, DenmarkEnvironmental Energy Institute, University of Windsor, 401 Sunset Avenue, Windsor, ON N9B 3P4, CanadaEnvironmental Energy Institute, University of Windsor, 401 Sunset Avenue, Windsor, ON N9B 3P4, CanadaReassessment of the fatigue life for wind turbine structural components is typically performed using deterministic methods with the same partial safety factors as used for the original design. However, in relation to life extension, the conditions are generally different from the assumptions used for calibration of partial safety factors; and using a deterministic assessment method with these partial safety factors might not lead to optimal decisions. In this paper, the deterministic assessment method is compared to probabilistic and risk-based approaches, and the economic feasibility is assessed for a case wind farm. Using the models also used for calibration of partial safety factors in IEC61400-1 ed. 4, it is found that the probabilistic assessment generally leads to longer additional fatigue life than the deterministic assessment method. The longer duration of the extended life can make life extension feasible in more situations. The risk-based model is applied to include the risk of failure directly in the economic feasibility assessment and it is found that the reliability can be much lower than the target for new turbines, without compromising the economic feasibility.https://www.mdpi.com/1996-1073/14/4/821life extensionwind turbinesend-of-life issuesprobabilistic modelingeconomic optimizationfatigue
collection DOAJ
language English
format Article
sources DOAJ
author Jannie Sønderkær Nielsen
Lindsay Miller-Branovacki
Rupp Carriveau
spellingShingle Jannie Sønderkær Nielsen
Lindsay Miller-Branovacki
Rupp Carriveau
Probabilistic and Risk-Informed Life Extension Assessment of Wind Turbine Structural Components
Energies
life extension
wind turbines
end-of-life issues
probabilistic modeling
economic optimization
fatigue
author_facet Jannie Sønderkær Nielsen
Lindsay Miller-Branovacki
Rupp Carriveau
author_sort Jannie Sønderkær Nielsen
title Probabilistic and Risk-Informed Life Extension Assessment of Wind Turbine Structural Components
title_short Probabilistic and Risk-Informed Life Extension Assessment of Wind Turbine Structural Components
title_full Probabilistic and Risk-Informed Life Extension Assessment of Wind Turbine Structural Components
title_fullStr Probabilistic and Risk-Informed Life Extension Assessment of Wind Turbine Structural Components
title_full_unstemmed Probabilistic and Risk-Informed Life Extension Assessment of Wind Turbine Structural Components
title_sort probabilistic and risk-informed life extension assessment of wind turbine structural components
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2021-02-01
description Reassessment of the fatigue life for wind turbine structural components is typically performed using deterministic methods with the same partial safety factors as used for the original design. However, in relation to life extension, the conditions are generally different from the assumptions used for calibration of partial safety factors; and using a deterministic assessment method with these partial safety factors might not lead to optimal decisions. In this paper, the deterministic assessment method is compared to probabilistic and risk-based approaches, and the economic feasibility is assessed for a case wind farm. Using the models also used for calibration of partial safety factors in IEC61400-1 ed. 4, it is found that the probabilistic assessment generally leads to longer additional fatigue life than the deterministic assessment method. The longer duration of the extended life can make life extension feasible in more situations. The risk-based model is applied to include the risk of failure directly in the economic feasibility assessment and it is found that the reliability can be much lower than the target for new turbines, without compromising the economic feasibility.
topic life extension
wind turbines
end-of-life issues
probabilistic modeling
economic optimization
fatigue
url https://www.mdpi.com/1996-1073/14/4/821
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