基于控制策略调整的规模化fot叶片气动相似性重构

IF 6.3 2区 工程技术 Q1 ENGINEERING, CIVIL Ocean Engineering Pub Date : 2025-02-01 Epub Date: 2024-12-13 DOI:10.1016/j.oceaneng.2024.120078
Gang Ma , Longhui Liu , Hongwei Wang , Jianhua Zhang , Ke Sun , Hailong Chen
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引用次数: 0

摘要

在浮式海上风力机(FOWT)模型试验中,同时满足Froude和Reynolds相似度是一项具有挑战性的工作。这个问题导致FOWT模型的推力和扭矩达不到预期值。提出了一种基于第三代非支配排序遗传算法(NSGA-III)和升力匹配的叶片尺度重构方法,将不同速度尺度下的机群推力和扭矩与机群全模型的推力和扭矩进行匹配。基于升力匹配原理和原型叶片模型弦型,重构了FOWT叶片模型弦型。利用NSGA-III优化控制策略(不同风速下的俯仰角和转子转速),使FOWT模型的推力和转矩与期望的推力和转矩之差最小。将该方法应用于DTU 10 MW和IEA 15 MW风机不同速度尺度比下的叶片模型重构,验证了该方法在不同机型上的适用性,并进行了性能分析。结果表明,调整控制策略后,模型的推力和转矩与期望值吻合较好,误差大部分在5%以内。
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Reconstruction of scaled FOWT blades for achieving aerodynamic similarity with control strategy adjustment
It is challenging to simultaneously satisfy Froude and Reynolds similarities in floating offshore wind turbine (FOWT) model tests. This issue causes the thrust and torque of FOWT model to fall short of the desired values. A scaled blade reconstruction method based on the third generation non-dominated sorting genetic algorithm (NSGA-III) and lift force matching is proposed to match the thrust and torque of the FOWT at various speed scales with those of the full model of FOWT. The chord of FOWT blade model is reconstructed based on the lift force matching principle and the chord of prototype blade model. The NSGA-III is used to optimize the control strategy (pitch angle and rotor speed under different wind speeds) to minimize the difference between the thrust and torque of the FOWT model and the desired thrust and torque. The proposed method is applied to reconstruct the blade models for the DTU 10 MW and IEA 15 MW wind turbines at different speed scale ratios, demonstrating its applicability across different turbine types, followed by a performance analysis. The results show that the thrust and torque of the FOWT models after adjusting control strategy closely match the desired values, with most of errors within 5%.
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来源期刊
Ocean Engineering
Ocean Engineering 工程技术-工程:大洋
CiteScore
7.30
自引率
34.00%
发文量
2379
审稿时长
8.1 months
期刊介绍: Ocean Engineering provides a medium for the publication of original research and development work in the field of ocean engineering. Ocean Engineering seeks papers in the following topics.
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