On the design of potential turbine positions for physics-informed optimization of wind farm layout

doi:10.1016/j.renene.2020.10.060

IMECH-IR > 非线性力学国家重点实验室

	On the design of potential turbine positions for physics-informed optimization of wind farm layout
	Wu, Chutian 1,2; Yang, Xiaolei1,3 ; Zhu, Yaxin 2
通讯作者	Yang, Xiaolei(xyang@imech.ac.cn)
发表期刊	RENEWABLE ENERGY
	2021-02-01
卷号	164 页码:1108-1120
ISSN	0960-1481
摘要	Wind farm layout optimization is a critical step in the design of a wind energy project. In the literature, the potential turbine positions employed in the layout optimization are often obtained by discretizing the field using a Cartesian mesh. In this work, physical understanding is proposed to incorporate in the design of potential turbine positions. Specifically, the known knowledge, that a staggered arrangement is more efficient for extracting energy from wind than an aligned arrangement, is employed and implemented using the staggered mesh approach, the unstructured mesh approach and the sunflower mesh approach. Different mesh approaches are tested using two cases, i.e. case I, unidirectional uniform wind, and case II, uniform wind with variable wind direction. The optimal layout obtained from the staggered mesh approach performs the best for case I. For case II, the farm performance from different layouts is similar. The performance of the layouts under off-design conditions is also tested for case I. For all considered cases, the optimal layout obtained from the sunflower approach shows an overall good performance. (c) 2020 Elsevier Ltd. All rights reserved.
关键词	Wind farm layout optimization Physics-informed Potential turbine positions Jensen wake model Genetic algorithm
DOI	10.1016/j.renene.2020.10.060
收录类别	SCI
语种	英语
WOS记录号	WOS:000595554900011
WOS研究方向	Science & Technology - Other Topics ; Energy & Fuels
WOS类目	Green & Sustainable Science & Technology ; Energy & Fuels
资助项目	NSFC Basic Science Center Program for Multiscale Problems in Nonlinear Mechanics[11988102]
项目资助者	NSFC Basic Science Center Program for Multiscale Problems in Nonlinear Mechanics
引用统计	被引频次：16[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://dspace.imech.ac.cn/handle/311007/85578
专题	非线性力学国家重点实验室
通讯作者	Yang, Xiaolei
作者单位	1.Chinese Acad Sci, Inst Mech, State Key Lab Nonlinear Mech, Beijing 100190, Peoples R China 2.Huazhong Univ Sci & Technol, Dept Mech, Wuhan 430074, Peoples R China 3.Univ Chinese Acad Sci, Sch Engn Sci, Beijing 100049, Peoples R China
推荐引用方式 GB/T 7714	Wu, Chutian,Yang, Xiaolei,Zhu, Yaxin. On the design of potential turbine positions for physics-informed optimization of wind farm layout[J]. RENEWABLE ENERGY,2021,164:1108-1120.
APA	Wu, Chutian,Yang, Xiaolei,&Zhu, Yaxin.(2021).On the design of potential turbine positions for physics-informed optimization of wind farm layout.RENEWABLE ENERGY,164,1108-1120.
MLA	Wu, Chutian,et al."On the design of potential turbine positions for physics-informed optimization of wind farm layout".RENEWABLE ENERGY 164(2021):1108-1120.

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