Uncertainty models for the structural design of floating offshore wind turbines: A review

被引:7
|
作者
Ramezani, Mahyar [1 ]
Choe, Do-Eun [1 ]
Heydarpour, Khashayar [1 ]
Koo, Bonjun [2 ]
机构
[1] New Mexico State Univ, Dept Civil Engn, 3035 South Espina St, Las Cruces, NM 88003 USA
[2] Floater Adv Simulat & Technol, Technip Energies, Houston, TX 77079 USA
来源
基金
美国国家科学基金会;
关键词
Renewable energy; Floating offshore wind turbine; Uncertainty model; Probabilistic modeling; Life-cycle reliability; Corrosion and fatigue deteriorations; SIGNIFICANT WAVE HEIGHT; PROBABILISTIC CAPACITY MODELS; MAXIMUM-ENTROPY DISTRIBUTION; RELIABILITY-BASED DESIGN; BIVARIATE DISTRIBUTIONS; INTERANNUAL VARIABILITY; WEIBULL DISTRIBUTION; SUPPORT STRUCTURES; FATIGUE DAMAGE; MOORING LINES;
D O I
10.1016/j.rser.2023.113610
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Floating offshore wind turbines have arisen as a promising option to access massive wind energy resources in deep water, where the existing fixed-type offshore wind turbine is no longer practical. However, due to the nature of the oceanic environmental conditions, large uncertainties are involved in the aerodynamic/hydrody-namic calculations, which are coupled with those within the structures and materials. This not only threatens its reliability but also drastically increases the manufacturing cost of floating offshore wind turbines. To understand the uncertainty within the system and properly predict its reliability, first, the uncertainties involved in the environments and subsystems need to be defined. Therefore, this paper aims to provide an extensive review of the uncertainty models involved in the structural design of floating offshore wind turbines. The presented un-certainties within the structures include those inherent in the material and geometrical/mechanical properties of the wind turbine, floating structures, and mooring lines. The uncertainties within hydrodynamics include empirical parameters and nonlinearities involved with the hydrodynamics modeling of the floaters. Within the environmental loads, the parameter uncertainties as well as the randomness of wind and wave loads are pre-sented. The uncertainties growing over time caused by fatigue, corrosion, and climate hazards are also discussed. In addition, the correlation between the random variables, such as the correlation of the wind and wave, is presented. Finally, the method of treating those uncertainties is discussed, including the probabilistic model which incorporates the uncertainties and the correlations between the random variables, as well as modeling errors.
引用
收藏
页数:25
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