Abstract
This paper presents how the decisions made in relation to life extension for wind turbines can be formulated as a Bayesian decision problem with decisions on analyses and inspections before the decision on whether to extend the lifetime. The paper presents an implementation where semi-probabilistic analyses are used to verify whether the fatigue life is sufficient for life extension, and where operational data can be exploited to reduce epistemic uncertainties for a more accurate prediction of the fatigue life. The optimal decision policies depends on the expected benefit of life extension, and there is a potential for making general recommendations to support wind turbine owners.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP 2019 |
| Publisher | Seoul National University |
| Publication date | 2019 |
| Article number | 83 |
| Chapter | ICAPS13-MS14 |
| ISBN (Electronic) | 979-119671250195530 |
| DOIs | |
| Publication status | Published - 2019 |
| Event | 13th International Conference on Applications of Statistics and Probability in Civil Engineering - Seoul National University, Seoul, Korea, Republic of Duration: 26 May 2019 → 30 May 2019 https://www.icasp13.snu.ac.kr/ |
Conference
| Conference | 13th International Conference on Applications of Statistics and Probability in Civil Engineering |
|---|---|
| Location | Seoul National University |
| Country/Territory | Korea, Republic of |
| City | Seoul |
| Period | 26/05/2019 → 30/05/2019 |
| Internet address |
Fingerprint
Dive into the research topics of 'Optimal Decision Making for Life Extension for Wind Turbines'. Together they form a unique fingerprint.Projects
- 1 Finished
-
LifeWind: Demonstration of Requirements for Life Extension of Wind Turbines beyond their Design Life
Sørensen, J. D. (PI) & Nielsen, J. S. (CoI)
01/11/2017 → 31/10/2019
Project: Research
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