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DOI10.1002/we.2351
Windstorm risk assessment for offshore wind farms in the North Sea
Buchana, Paul1,2; McSharry, Patrick E.1,2,3,4
发表日期2019
ISSN1095-4244
EISSN1099-1824
卷号22期号:9页码:1219-1229
英文摘要

The North Sea is becoming increasingly attractive to wind energy developers and investors, with 38 wind farms belonging to five different countries and representing overeuro35 billion of assets. Concerns about offshore wind turbines being damaged by extreme windstorms pose a challenge to insurers, investors and regulators. Catastrophe modeling can adequately quantify the risk. In this study, a Monte Carlo simulation approach is used to assess the number of turbines that buckle using maximum wind speeds reaching each wind farm. Damage assessment is undertaken for each wind farm using a log-logistic damage function and a left-truncated Weibull distribution. The risk to offshore wind power in the North Sea is calculated using an exceedance probability (EP) curve for the portfolio of wind farms. The European Union Solvency II directive requires insurance companies to hold sufficient capital to guard against insolvency. The solvency capital requirement (SCR) is based on a value-at-risk measure calibrated to a 99.5% confidence level over a 1-year time horizon. The SCR is estimated at euro0.049 billion in the case of yawing turbines. Simulations are repeated for different climate change scenarios. If wind speeds grow by 5% and the frequency of storms increases by 40%, the SCR is seen to rise substantially to euro0.264 billion. Relative to the total value of assets, the SCR is 0.14% compared with 0.08% for European property, confirming that these wind farm assets represent a relatively high risk. Furthermore, climate change could increase the relative SCR to levels as high as 0.75%.


WOS研究方向Energy & Fuels ; Engineering
来源期刊WIND ENERGY
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/102538
作者单位1.Carnegie Mellon Univ Africa, Dept Elect & Comp Engn, Kigali, Rwanda;
2.KCRC, Kigali, Rwanda;
3.Univ Rwanda, African Ctr Excellence Data Sci, Kigali, Rwanda;
4.Univ Oxford, Oxford Man Inst Quantitat Finance, Oxford, England;
5.Carnegie Mellon Univ Africa, 8 KG 7 Ave,4th Floor,Telecom House, Kigali, Rwanda
推荐引用方式
GB/T 7714
Buchana, Paul,McSharry, Patrick E.. Windstorm risk assessment for offshore wind farms in the North Sea[J],2019,22(9):1219-1229.
APA Buchana, Paul,&McSharry, Patrick E..(2019).Windstorm risk assessment for offshore wind farms in the North Sea.WIND ENERGY,22(9),1219-1229.
MLA Buchana, Paul,et al."Windstorm risk assessment for offshore wind farms in the North Sea".WIND ENERGY 22.9(2019):1219-1229.
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