Offshore wind farm optimisation: a comparison of performance between regular and irregular wind turbine layouts

IF 3.6 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Wind Energy Science Pub Date : 2023-07-25 DOI:10.5194/wes-8-1225-2023
Maaike Sickler, B. Ummels, M. Zaaijer, R. Schmehl, K. Dykes
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引用次数: 2

Abstract

Abstract. Layout optimisation is essential for improving the overall performance of offshore wind farms. During the past 15 years, the use of yield optimisation algorithms has resulted in a transition from regular to more irregular farm layouts. However, since the layout affects many factors, yield optimisation alone may not maximise the overall performance. In this paper, a comparative case study is presented to quantify the effect of the wind farm layout on the overall performance of offshore wind farms. The case study was performed to investigate two performance indicators: power performance, using yield calculations with windPRO, and wake-induced tower fatigue, using the Frandsen model. It is observed that irregular wind farm layouts have a higher annual energy production compared to regular layouts. Their power production is also more persistent and less sensitive to wind direction, improving predictability and thus the market value of power output. However, one turbine location in the irregular layout has a 24 % higher effective turbulence level, leading to additional tower fatigue. As a result, fatigue-driven tower designs would require increased wall thicknesses, which would result in higher capital costs for all turbine locations. It is demonstrated in this study that layout optimisation using minimum inter-turbine spacing effectively resolves the induced wake issue while maintaining high-yield performance.
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海上风电场优化:常规和不规则风机布局性能的比较
摘要布局优化对于提高海上风电场的整体性能至关重要。在过去的15年里,产量优化算法的使用导致了从常规农场布局向更不规则农场布局的转变。然而,由于布局影响许多因素,单靠产量优化可能无法最大限度地提高整体性能。在本文中,通过比较案例研究来量化风电场布局对海上风电场整体性能的影响。该案例研究旨在研究两个性能指标:使用windPRO进行屈服计算的功率性能,以及使用Frandsen模型进行尾流诱导的塔架疲劳。据观察,与常规布局相比,不规则风电场布局的年发电量更高。他们的电力生产也更持久,对风向不太敏感,提高了可预测性,从而提高了电力输出的市场价值。然而,不规则布局中的一个涡轮机位置具有24 % 更高的有效湍流水平,导致额外的塔架疲劳。因此,疲劳驱动的塔架设计将需要增加壁厚,这将导致所有涡轮机位置的资本成本更高。本研究表明,使用最小涡轮机间间距的布局优化有效地解决了诱导尾流问题,同时保持了高产量性能。
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来源期刊
Wind Energy Science
Wind Energy Science GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY-
CiteScore
6.90
自引率
27.50%
发文量
115
审稿时长
28 weeks
期刊最新文献
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