Assessment of wind hazard at wind turbine sites based on CFD simulation under tropical cyclone conditions

IF 7 2区 工程技术 Q1 ENERGY & FUELS Sustainable Energy Technologies and Assessments Pub Date : 2025-01-01 Epub Date: 2024-12-04 DOI:10.1016/j.seta.2024.104109
Yuhui Li , Shengming Tang , Xiaodong Zhang , Hui Yu , Rong Zhu , Limin Zhou
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Abstract

In this study, a new TC wind hazard assessment framework at wind turbine sites was established based on a newly developed CFD model that accounts for the rotational effects of the mesoscale wind field in the TC boundary layer. The CFD-simulated wind field was proved to agree well with the nacelle measurements within the wind farm with a correlation coefficient above 0.85. Then, a modified composite risk index (CRI) was proposed by incorporating turbulence intensity (I). The CRI at wind turbine sites was found to be primarily controlled by horizontal wind speed (V) and I. When the TC center was close to the wind farm (< 65 km), V significantly increased and contributed more than 70 % of CRI as a dominant factor. Comparatively, when the TC center was far away and V was relatively small, I emerged as the dominant factor and contributed over 60 % of CRI. In addition, hazard factors related to changes in wind direction accounted for 10–20 % of CRI during the impact of TC, highlighting their importance as non-negligible hazard factors. This hazard assessment method is expected to provide a reference for wind farm microsite and wind turbine selection under TC conditions.
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基于CFD模拟的热带气旋条件下风电场风害评估
本研究基于新开发的计算流体力学模型(CFD),考虑了涡顶边界层中尺度风场的旋转效应,建立了新的涡顶风害评估框架。cfd模拟的风场与风电场内的短舱测量值吻合较好,相关系数在0.85以上。在此基础上,引入紊流强度(I),提出了改进的综合风险指数(CRI)。结果表明,风力机场址的CRI主要受水平风速(V)和水平风速(I)的控制。65 km时,V显著增加,占CRI的主导因子70%以上。相比之下,当TC中心较远,V较小时,I成为主导因素,贡献了60%以上的CRI。此外,在TC影响期间,与风向变化相关的危险因素占CRI的10 - 20%,突出了其作为不可忽视的危险因素的重要性。该危险性评价方法有望为TC工况下的风电场选址和风机选型提供参考。
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来源期刊
Sustainable Energy Technologies and Assessments
Sustainable Energy Technologies and Assessments Energy-Renewable Energy, Sustainability and the Environment
CiteScore
12.70
自引率
12.50%
发文量
1091
期刊介绍: Encouraging a transition to a sustainable energy future is imperative for our world. Technologies that enable this shift in various sectors like transportation, heating, and power systems are of utmost importance. Sustainable Energy Technologies and Assessments welcomes papers focusing on a range of aspects and levels of technological advancements in energy generation and utilization. The aim is to reduce the negative environmental impact associated with energy production and consumption, spanning from laboratory experiments to real-world applications in the commercial sector.
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