Uncertainty quantification for dynamic responses of offshore wind turbine based on manifold learning

• Published in: Renewable energy Vol. 222; p. 119798
• Main Authors: Shao, Yizhe, Liu, Jie
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.02.2024
• Subjects: case studies; CDF; cumulative distribution; Dynamic responses; Manifold learning; Offshore wind turbines; probabilistic models; uncertainty; Uncertainty quantification; wind; wind power; wind turbines; Uncertainty quantification; Dynamic responses; Manifold learning; CDF; Offshore wind turbines

Offshore wind turbines (WTs) are crucial in offshore wind energy development. However, the dynamic responses of WTs are subject to significant uncertainties which are usually not properly considered. To the end, this paper proposes an efficient method for quantifying the uncertainties in WTs' d...