Insensitivity to propagation timing in a preview-enabled wind turbine control experiment

IF 4.7 2区 工程技术 Q1 ENGINEERING, MECHANICAL Frontiers of Mechanical Engineering Pub Date : 2023-05-23 DOI:10.3389/fmech.2023.1145305
M. Sinner, V. Petrović, David Stockhouse, A. Langidis, M. Pusch, M. Kühn, L. Pao
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Abstract

Lidar scanners are capable of taking measurements of a wind field upstream of a wind turbine. The wind turbine controller can use these measurements as a “preview” of future disturbances impacting the turbine. Such preview-enabled (or feedforward) controllers show superior performance to standard wind turbine control configurations based purely on a feedback architecture. To capitalize on the performance improvements that preview wind measurements can provide, feedforward control actions should be timed to coincide with the arrival of the wind field at the wind turbine location. However, the time of propagation of the wind field between the lidar measurement location and the wind turbine is not perfectly known. Moreover, the best time to take feedforward control action may not perfectly coincide with the true arrival time of the wind disturbance. This contribution presents results from an experiment where preview-enabled model predictive control was deployed on a fully-actuated, scaled model wind turbine operating in a wind tunnel testbed. In the study, we investigate the sensitivity of the controller performance to the assumed propagation delay using a range of wind input sequences. We find that the preview-enabled controller outperforms the feedback only case across a wide range of assumed propagation delays, demonstrating a level of robustness to the time alignment of the incoming disturbances.
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风力机控制实验中对传播时间的不敏感性
激光雷达扫描仪能够测量风力涡轮机上游的风场。风力涡轮机控制器可以使用这些测量作为影响涡轮机的未来扰动的“预览”。这样的预览启用(或前馈)控制器显示优越的性能,以标准的风力涡轮机控制配置纯粹基于反馈架构。为了利用预览风测量可以提供的性能改进,前馈控制动作的时间应该与风场到达风力涡轮机位置的时间一致。然而,风场在激光雷达测量位置和风力涡轮机之间的传播时间并不完全清楚。而且,采取前馈控制动作的最佳时间可能与风扰动的真实到达时间不完全重合。本文介绍了一项实验的结果,该实验将预览模型预测控制部署在风洞试验台上运行的全驱动、缩放模型风力涡轮机上。在研究中,我们使用一系列风输入序列来研究控制器性能对假设传播延迟的敏感性。我们发现,在广泛的假定传播延迟范围内,启用预览的控制器优于仅反馈的情况,证明了对传入干扰的时间对准的鲁棒性。
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来源期刊
Frontiers of Mechanical Engineering
Frontiers of Mechanical Engineering Engineering-Mechanical Engineering
CiteScore
7.20
自引率
6.70%
发文量
731
期刊介绍: Frontiers of Mechanical Engineering is an international peer-reviewed academic journal sponsored by the Ministry of Education of China. The journal seeks to provide a forum for a broad blend of high-quality academic papers in order to promote rapid communication and exchange between researchers, scientists, and engineers in the field of mechanical engineering. The journal publishes original research articles, review articles and feature articles.
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