根据叶片加速度测量结果重建风力涡轮机的几何和运行变量

IF 3 4区 工程技术 Q3 ENERGY & FUELS
Energies Pub Date : 2023-12-31 DOI:10.3390/en17010229
Francisco Pimenta, C. Moutinho, Filipe Magalhães
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引用次数: 0

摘要

要开发可靠的数值模型并更好地解释风力涡轮机的监测活动实验数据,了解结构运行条件,特别是转子角速度和叶片桨距角至关重要,但由于保密限制,通常无法获知,或者获知的时间分辨率较低(通常为 10 分钟平均值)。本研究通过分析表明,叶片加速度测量值包含有价值的信息,可以更好地描述不同运行条件下转子轴的有效倾斜度和叶片锥角。同时还表明,这些测量值可用于重建转子角速度和叶片俯仰角的时间历史。在提出分析框架后,该方法通过两台全尺寸风力涡轮机的实验数据进行了验证。转子运行条件的成功重构表明,所介绍的方法可用于进一步深入了解结构的动态,从而有助于监控数据分析,并为监控 SCADA 系统本身提供了一种替代方法。论文将在两个运行转子上收集到的独特实验数据与独创的数据处理策略相结合,为研究人员和风机运营商提供了非常有价值的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wind Turbine Geometrical and Operation Variables Reconstruction from Blade Acceleration Measurements
To develop reliable numerical models and better interpret monitoring campaigns experimental data of wind turbines, knowing the structure operation conditions, in particular the rotor angular velocity and blades’ pitch angle, is of paramount importance, but often not known due to confidentiality restrictions, or known with low time resolution (typically 10 min average values). In this work, it is shown analytically that blades accelerations measurements contain valuable information that allow for a better characterisation of the effective rotor shaft tilt and blades cone angle for different operating conditions. It is also shown that these measurements can be used to reconstruct the time history of the rotor angular velocity and blades’ pitch angle. After presented in an analytical framework, the methodology is validated with experimental data of two full scale wind turbines. The successful reconstruction of the rotor operating conditions shows that the method presented can be used to provide further insight into the dynamics of the structure that aids monitoring data analysis and provides an alternative method to monitor the SCADA systems themselves. The paper combines quite unique experimental data collected at two operating rotors with original data processing strategies that provide very valuable information to researchers and wind turbine operators.
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来源期刊
Energies
Energies ENERGY & FUELS-
CiteScore
6.20
自引率
21.90%
发文量
8045
审稿时长
1.9 months
期刊介绍: Energies (ISSN 1996-1073) is an open access journal of related scientific research, technology development and policy and management studies. It publishes reviews, regular research papers, and communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced.
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