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...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-02-01
|
Series: | Energies |
Subjects: | |
Online Access: | https://www.mdpi.com/1996-1073/14/4/821 |
id |
doaj-eae295a2c0dc4c65a82bf09fb2d81af3 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT janniesønderkærnielsen probabilisticandriskinformedlifeextensionassessmentofwindturbinestructuralcomponents AT lindsaymillerbranovacki probabilisticandriskinformedlifeextensionassessmentofwindturbinestructuralcomponents AT ruppcarriveau probabilisticandriskinformedlifeextensionassessmentofwindturbinestructuralcomponents |
_version_ |
1724284456177500160 |