Dynamic reliability estimation of onshore wind turbine tower based on frequency-domain method

塔楼 频域 可靠性(半导体) 涡轮机 风力发电 蒙特卡罗方法 时域 风速 工程类 控制理论(社会学) 计算机科学 结构工程 数学 航空航天工程 物理 气象学 统计 功率(物理) 量子力学 计算机视觉 电气工程 控制(管理) 人工智能
作者
Yangyudong Liu,Minjuan He
出处
期刊:Journal of Vibration and Control [SAGE Publishing]
标识
DOI:10.1177/10775463241313013
摘要

With the upscaling of wind turbine, the issue of dynamic reliability of wind turbine towers has become increasingly evident. However, the complexity and nonlinearity of wind turbine dynamics present significant challenges in evaluating their dynamic reliability under stochastic loads, requiring substantial computational resources. In this paper, a computationally cost-effective frequency-domain method is proposed as a means of estimating the dynamic reliability of an onshore wind turbine tower. An analytical approach is employed to obtain the power spectral density (PSD) of the rated wind speed and load on the rotating blades. Secondly, a dynamic model of onshore horizontal axis onshore wind turbine is established using flexible multi-body dynamics (MBD). The linear time-varying dynamic equation is transformed into a linear time-invariant form through the application of statistical linearization method. Subsequently, complex modal analysis is used to employ the displacements and internal forces of the tower. Moreover, the first-passage reliability and fatigue reliability of the wind turbine tower are determined through power spectral analysis. A numerical example of a 5-MW wind turbine is presented to demonstrate that the proposed method yields results in good agreement with Monte Carlo simulations (MCS), thereby demonstrating its effectiveness. The reliability analysis of the 5-MW wind turbine reveals that over a 20-year design life, the first-passage reliability is 0.9997 when adopting fore-after displacement at the tower top as the failure criterion, and the fatigue reliability of the tower base is 0.9445.
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