风力发电机结构对湍流风荷载的动力响应分析:时域和频域的比较评估

IF 12.2 1区 工程技术 Q1 MECHANICS Applied Mechanics Reviews Pub Date : 2023-07-17 DOI:10.3390/applmech4030043
Hailay Kiros Kelele, M. Kahsay, T. Nielsen
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引用次数: 0

摘要

本文采用随机分析方法和时域和频域计算方法对风力发电机结构动力学进行了研究。利用仿真和实验来评估风力发电机结构对湍流风荷载的动态响应,目的是在实际风电场条件下验证结果。采用两种方法分析动力响应:一种是频域模态分析方法,该方法采用von Kármán谱来表示湍流风荷载;另一种是时域蒙特卡罗模拟方法和Newmark方法,分别产生风荷载和确定动力响应。结果表明,对于大量的样品,这两种方法一致地得到模拟湍流风荷载、动力响应和峰值频率。通过实验数据进一步验证了这些发现。然而,当处理较少的样本时,时域分析结果会失真,需要更多的样本才能获得准确的结果,而频域方法保持了准确性。因此,考虑到在时域和频域分析中选择样本数量的重要性,采用时域和频域模拟可以实现对风力机结构动力学的精确分析。考虑到这些因素,可以进行更全面、更有力的分析,最终产生更有效的结果。
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Dynamic Response Analysis of Wind Turbine Structure to Turbulent Wind Load: Comparative Assessment in Time and Frequency Domains
This study investigates wind turbine structural dynamics using stochastic analysis and computational methods in both the time and frequency domains. Simulations and experiments are utilized to evaluate the dynamic response of a wind turbine structure to turbulent wind loads, with the aim of validating the results based on real wind farm conditions. Two approaches are employed to analyze the dynamic responses: the frequency domain modal analysis approach, which incorporates von Kármán spectra to represent the turbulent wind loads, and the time domain Monte Carlo simulation and Newmark methods, which generate wind loads and determine dynamic responses, respectively. The results indicate that, for a larger number of samples, both methods consistently yield simulated turbulent wind loads, dynamic responses and peak frequencies. These findings are further validated through experimental data. However, when dealing with a smaller number of samples, the time domain analysis produces distorted results, necessitating a larger number of samples to achieve accurate findings, while the frequency domain method maintains accuracy. Therefore, the accurate analysis of wind turbine structural dynamics can be achieved using simulations in both the time and frequency domains, considering the importance of the number of samples when choosing between time domain and frequency domain analyses. Taking these considerations into account allows for a more comprehensive and robust analysis, ultimately leading to more effective outcomes.
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来源期刊
CiteScore
28.20
自引率
0.70%
发文量
13
审稿时长
>12 weeks
期刊介绍: Applied Mechanics Reviews (AMR) is an international review journal that serves as a premier venue for dissemination of material across all subdisciplines of applied mechanics and engineering science, including fluid and solid mechanics, heat transfer, dynamics and vibration, and applications.AMR provides an archival repository for state-of-the-art and retrospective survey articles and reviews of research areas and curricular developments. The journal invites commentary on research and education policy in different countries. The journal also invites original tutorial and educational material in applied mechanics targeting non-specialist audiences, including undergraduate and K-12 students.
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