用响应面法研究几何参数对Savonius风力机性能的影响

Sebastián Torres, A. Marulanda, Miguel Montoya, Camilo Hernandez
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引用次数: 0

摘要

对气候变化的日益关注和能源消费的增长导致需要使用基于可再生能源的技术。风能是最具发展前景的可再生能源技术之一,其作用日益重要。特别是萨沃纽斯垂直轴风力涡轮机(SVAWT)在特定的地理条件下具有一些优势,吸引着设计师们对其进行研究。本研究引入响应面法(RSM)作为评估多种SVAWT构型和估计转子几何参数对SVAWT性能影响的工具。为此,通过转子几何参数对不同的SVAWT构型进行了参数化建模,并进行了CFD仿真。数值解用于生成响应面(RS)。RS是通过寻找满意的质量指标来评估的。利用所选择的RS估计几何参数的影响。因此,提出了一个更有可能在几何参数中找到最大化SVAWT性能的值的实验空间。本研究为SVAWTs的大规模评价提供了工具。因此,在实验较少的情况下进行了参数的影响分析。RSM和提出的实验空间为进一步优化SVAWT配置提供了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Influence of Geometric Parameters on the Performance of Savonius Wind Turbine Using the Response Surface Methodology
Rising concerns about climate change and the growth of energy consumption have led to the need to use technologies based on renewable sources. Wind energy is one of the most promising renewable technologies with an increasingly important role. Particularly Savonius Vertical Axis Wind Turbines (SVAWT) have several advantages for certain geographical conditions attracting designers to research them. The present study introduces the Response Surface Methodology (RSM) as a tool for evaluating multiple SVAWT configurations and estimating the influence of rotor geometric parameters on SVAWT performance. For this purpose, CFD simulations are developed for different SVAWT configurations modeled parametrically through the rotor geometric parameters. The numerical solutions obtained are used to generate a Response Surface (RS). The RS is evaluated by finding satisfactory quality metrics. The influence of the geometric parameters is estimated using the selected RS. As a result, an experimental space is proposed where it is more likely to find the values in the geometric parameters that maximize the SVAWT performance. This research provides tools for large-scale evaluation of SVAWTs. Therefore, influence analysis of the parameters is carried out with fewer experiments. RSM and proposed experimental space serve as a base for future studies that optimize the SVAWT configuration.
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