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Low impact siting for wind power facilities in the Southeast United States 美国东南部风力发电设施的低影响选址
3区 工程技术 Q2 Energy Pub Date : 2023-09-27 DOI: 10.1002/we.2868
Xueying Feng, Shawn Li, Elizabeth L. Kalies, Caitlin Markus, Peter Harrell, Dalia Patiño‐Echeverri
Abstract Although installed wind power generation capacity in the United States reached 132 GW in 2021, more than quadruple the capacity in 2008, a noticeable void exists in the Southeast. Scant wind power development in this region is due to relatively poorer wind resources, other competitive energy sources, and political opposition. However, the dramatic increases in wind turbine hub height, which allow harvesting the faster wind speeds that occur farther from the ground, combined with a growing sense of urgency to develop renewable energy, point to a near future with significant wind development everywhere, including the Southeast. Nevertheless, the enthusiasm for replacing fossil fuels with renewable sources is tempered by fears that the vast land requirements of utility‐scale wind farms may disrupt valuable ecosystems. In this paper, we identify the areas where installed wind power capacity is least likely to disrupt wildlife and sensitive natural areas in the southeastern United States. The generated maps exclude geographic areas unsuitable for wind power development due to environmental concerns or technical considerations corresponding to five categories. The resulting geospatial product suggests that even after removing sizable areas from consideration, there is significant land for wind development to meet the Southeast's energy needs and clean energy goals.
尽管2021年美国的风力发电装机容量达到132吉瓦,是2008年的四倍多,但东南部地区仍存在明显的空白。该地区风力发电开发不足的原因是风力资源相对贫乏,还有其他有竞争力的能源,以及政治上的反对。然而,风力涡轮机轮毂高度的急剧增加,使其能够收集离地面更远的更快的风速,再加上开发可再生能源的紧迫感日益增强,表明在不久的将来,包括东南部在内的所有地方都将大力发展风能。然而,由于担心公用事业规模的风力发电场对土地的巨大需求可能会破坏宝贵的生态系统,用可再生能源取代化石燃料的热情有所减弱。在本文中,我们确定了风力发电装机容量最不可能破坏美国东南部野生动物和敏感自然区域的地区。生成的地图排除了由于环境问题或技术考虑而不适合开发风力发电的地理区域,对应于五个类别。由此产生的地理空间产品表明,即使将相当大的区域从考虑中剔除,仍有大量的土地可供风能开发,以满足东南部的能源需求和清洁能源目标。
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引用次数: 0
Robust multi‐loop control of a floating wind turbine 浮式风力发电机的鲁棒多回路控制
3区 工程技术 Q2 Energy Pub Date : 2023-09-17 DOI: 10.1002/we.2864
David Stockhouse, Manuel Pusch, Rick Damiani, Senu Sirnivas, Lucy Pao
Abstract A principal challenge facing the control of floating offshore wind turbines (FOWTs) is the problem of instability, or “negative damping,” when using blade pitch feedback to control generator speed. This closed‐loop instability can be attributed to non‐minimum phase zeros in the transfer function from blade pitch to generator speed. Standard approaches to improving stability and performance include robust tuning of control gains and introducing multiple feedback loops to respond to platform motion. Combining these approaches is nontrivial because multiple control loops complicate the impact of coupling in the system dynamics. The single‐loop approach to analyzing stability robustness neglects inter‐loop coupling, while a simplistic multi‐loop approach is highly sensitive to dimensional scaling and overestimates the robustness of the single‐loop controller. This work proposes a sensitivity representation that separates some of the natural FOWT dynamic coupling into a parallel feedback loop in the sensitivity function loop to address both of these concerns. The modified robustness measure is used with a simplified linear FOWT model to optimize scheduled multi‐loop control parameters in an automated tuning procedure. This controller is implemented for the 10‐MW Ultraflexible Smart FLoating Offshore Wind Turbine (USFLOWT) and compared against conventional single‐ and multi‐loop controllers tuned using frequency‐domain analysis and high‐fidelity OpenFAST simulations. The multi‐loop robust controller shows the highest overall performance in generator speed regulation and tower load reduction, though consideration of power quality, actuator usage, and other structural loading leads to additional trade‐offs.
浮动式海上风力涡轮机(FOWTs)控制面临的主要挑战是不稳定问题,或“负阻尼”,当使用桨距反馈来控制发电机转速时。这种闭环不稳定性可归因于从桨距到发电机转速的传递函数中的非最小相位零。提高稳定性和性能的标准方法包括鲁棒调节控制增益和引入多个反馈回路来响应平台运动。结合这些方法是非常重要的,因为多个控制回路使系统动力学中的耦合影响复杂化。分析稳定性鲁棒性的单环方法忽略了环间耦合,而简单的多环方法对维尺度高度敏感,并且高估了单环控制器的鲁棒性。这项工作提出了一种灵敏度表示,它将一些自然的FOWT动态耦合分离到灵敏度函数回路中的并行反馈回路中,以解决这两个问题。改进的鲁棒性度量与简化的线性FOWT模型一起用于自动调谐过程中调度的多环控制参数的优化。该控制器用于10兆瓦超柔性智能浮式海上风力涡轮机(USFLOWT),并与使用频域分析和高保真OpenFAST模拟调谐的传统单回路和多回路控制器进行了比较。多回路鲁棒控制器在发电机调速和塔负荷降低方面表现出最高的整体性能,但考虑到电力质量、执行器使用和其他结构负载会导致额外的权衡。
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引用次数: 0
Optimal selection of time windows for preventive maintenance of offshore wind farms subject to wake losses 受尾流损失影响的海上风电场预防性维护时间窗的最佳选择
3区 工程技术 Q2 Energy Pub Date : 2023-09-14 DOI: 10.1002/we.2815
Junqiang Zhang, Souma Chowdhury, Jie Zhang, Weiyang Tong, Achille Messac
The maintenance of wind farms is one of the major factors affecting their profitability. During preventive maintenance, the shutdown of wind turbines causes downtime energy losses. The selection of when and which turbines to maintain can significantly impact the overall downtime energy loss. This paper leverages a wind farm power generation model to calculate downtime energy losses during preventive maintenance for an offshore wind farm. Wake effects are considered to accurately evaluate power output under specific wind conditions. In addition to wind speed and direction, the influence of wake effects is an important factor in selecting time windows for maintenance. To minimize the overall downtime energy loss of an offshore wind farm caused by preventive maintenance, a mixed‐integer nonlinear optimization problem is formulated and solved by the genetic algorithm, which can select the optimal maintenance time windows of each turbine. Weather conditions are imposed as constraints to ensure the safety of maintenance personnel and transportation. Using the climatic data of Cape Cod, Massachusetts, the schedule of preventive maintenance is optimized for a simulated utility‐scale offshore wind farm. The optimized schedule not only reduces the annual downtime energy loss by selecting the maintenance dates when wind speed is low but also decreases the overall influence of wake effects within the farm. The portion of downtime energy loss reduced due to consideration of wake effects each year is up to approximately 0.2% of the annual wind farm energy generation across the case studies—with other stated opportunities for further profitability improvements.
风电场的维护是影响其盈利能力的主要因素之一。在预防性维护期间,风力涡轮机的关闭会导致停机能量损失。选择何时以及维护哪些涡轮机可以显著影响整体停机能量损失。本文利用风电场发电模型计算海上风电场预防性维护期间的停机能量损失。考虑尾流效应可以准确地评估特定风力条件下的功率输出。除风速和风向外,尾流效应的影响也是选择维修时间窗的重要因素。为使海上风电场因预防性维护而造成的整体停机能量损失最小,提出了一个混合整数非线性优化问题,并采用遗传算法求解该问题,选择各风机的最佳维护时间窗。为了确保维护人员和运输的安全,天气条件是施加的约束。利用马萨诸塞州科德角的气候数据,对模拟公用事业规模的海上风电场的预防性维护计划进行了优化。优化后的计划不仅通过选择风速较低的维护日期减少了年度停机能量损失,而且还降低了电场内尾流效应的总体影响。在整个案例研究中,由于考虑尾流效应,每年减少的停机能量损失部分约占年度风电场发电量的0.2%,并有其他进一步提高盈利能力的机会。
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引用次数: 0
Effect of atmospheric stability on the dynamic wake meandering model applied to two 12 MW floating wind turbines 大气稳定性对动态尾流曲流模型的影响,应用于两台12mw浮式风力机
3区 工程技术 Q2 Energy Pub Date : 2023-09-12 DOI: 10.1002/we.2867
Irene Rivera‐Arreba, Adam S. Wise, Lene V. Eliassen, Erin E. Bachynski‐Polić
Abstract Current global analysis tools for floating wind turbines (FWTs) do not account for the combined effects of atmospheric stability and wakes from neighboring turbines. This work uses the mid‐fidelity dynamic wake meandering model, together with turbulent wind fields generated based on stable, neutral, and unstable atmospheric conditions, to study the low‐frequency content of the global responses of two semisubmersible FWTs separated by eight rotor diameters. Incoming wind fields based on the Kaimal spectrum and exponential coherence model, the Mann spectral tensor model, and a time‐series input‐based turbulence model are used. The respective input parameters for these models are fitted to high‐fidelity large eddy simulation data. In unstable, below‐rated conditions, meandering leads to an increase in the yaw standard deviation of the downwind turbine of almost three times larger than the upwind turbine. Deficit and the upwards wake deflection affect the mean pitch and yaw, especially for the below‐rated wind speed scenario. The mean pitch of the downwind turbine is reduced up to half the mean pitch value of the upwind turbine, whereas the mean yaw changes direction due to the enhanced effect of shear. The effect of meandering on the structural loading is highest on the standard deviation of the tower‐top yaw moment of the downstream turbine, which increases more than 2.2 times compared to the upwind turbine value. Based on these findings, atmospheric stability affects wake deficit and meandering which in turn have a profound effect on the low‐frequency global motions and structural response of floating wind turbines.
当前的浮式风力涡轮机(FWTs)全球分析工具没有考虑大气稳定性和邻近涡轮机尾迹的综合影响。本研究使用中保真度动态尾流弯曲模型,以及基于稳定、中性和不稳定大气条件产生的湍流风场,研究了两个半潜式fwt的低频整体响应内容,这些fwt相隔8个转子直径。采用了基于Kaimal谱和指数相干模型、Mann谱张量模型和基于时间序列输入的湍流模型的来风场。这些模型各自的输入参数被拟合到高保真大涡模拟数据中。在不稳定的、低于额定的条件下,弯曲导致下风涡轮机偏航标准偏差的增加几乎是上风涡轮机的三倍。赤字和向上的尾流偏转影响平均俯仰和偏航,特别是在低于额定风速的情况下。顺风机的平均俯仰减小到顺风机平均俯仰的一半,而平均偏航由于剪切作用的增强而改变了方向。曲流对结构载荷的影响对下游涡轮塔顶偏航力矩的标准差影响最大,比逆风涡轮增大2.2倍以上。基于这些发现,大气稳定性影响尾流赤字和蜿蜒,而尾流赤字和蜿蜒反过来又对漂浮式风力涡轮机的低频整体运动和结构响应产生深远影响。
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引用次数: 0
Impact of turbulence and blade surface degradation on the annual energy production of small‐scale wind turbines 湍流和叶片表面退化对小型风力发电机年发电量的影响
3区 工程技术 Q2 Energy Pub Date : 2023-09-10 DOI: 10.1002/we.2866
Ander Zarketa‐Astigarraga, Markel Penalba, Alain Martin‐Mayor, Manex Martinez‐Agirre
Abstract Small‐scale horizontal axis wind‐turbines (SHAWTs) are acquiring relevance within the regulatory policies of the wind sector aiming at net‐zero emissions, while reducing visual and environmental impact by means of distributed grids. SHAWTs operate transitionally, at Reynolds numbers that fall between . Furthermore, environmental turbulence and roughness affect the energetic outcome of the turbines. In this study, the combined effect of turbulence and roughness is analysed via wind tunnel experiments upon a transitionally operating NACA0021 airfoil. The combined effects cause a negative synergy, inducing higher drops in lift and efficiency values than when considering the perturbing agents individually. Besides, such losses are Reynolds‐dependent, with higher numbers increasing the difference between clean and real configurations, reaching efficiency decrements above 60% in the worst‐case scenario. Thus, these experimental measurements are employed for obtaining the power curves and estimating the annual energy production (AEP) of a 7.8‐kW‐rated SHAWT design by means of a BEM code. The simulations show a worst‐case scenario in which the AEP reduces above 70% when compared to the baseline configuration, with such a loss getting attenuated when a pitch‐regulated control is assumed. These results highlight the relevance of performing tests that consider the joint effect of turbulence and roughness.
小型水平轴风力涡轮机(shawt)正在风电行业的监管政策中获得相关性,旨在实现净零排放,同时通过分布式电网减少视觉和环境影响。shawt的工作是过渡的,雷诺数介于两者之间。此外,环境湍流和粗糙度影响涡轮的能量输出。在本研究中,湍流和粗糙度的综合影响进行了分析,通过风洞实验在过渡操作的NACA0021翼型。综合作用会产生负协同作用,与单独考虑干扰剂相比,会导致更大的升力和效率值下降。此外,这些损失与雷诺数有关,较高的数值会增加清洁配置与实际配置之间的差异,在最坏的情况下,效率会下降60%以上。因此,这些实验测量被用于获得功率曲线,并通过BEM代码估计7.8 kW额定SHAWT设计的年发电量(AEP)。模拟显示了最坏的情况,与基线配置相比,AEP降低了70%以上,当假设螺距调节控制时,这种损失得到衰减。这些结果突出了进行考虑湍流和粗糙度联合效应的测试的相关性。
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引用次数: 0
Advanced wind turbine control development using field test analysis for generator overspeed mitigation 利用现场测试分析开发用于发电机超速缓解的先进风力涡轮机控制
IF 4.1 3区 工程技术 Q2 Energy Pub Date : 2023-09-07 DOI: 10.1002/we.2860
Mandar Phadnis, D. Zalkind, Lucy Pao
Turbulent and gusty wind conditions can cause generator overspeed peaks to exceed a threshold that then lead to wind turbine shutdowns, which then decrease the energy production of the wind turbines. We derive so‐called “gust measures” that predict when generator overspeed peaks may occur. These gust measures are then used to develop advanced controllers to mitigate generator overspeed peaks so that wind turbines can operate more robustly in difficult wind conditions without exceeding generator overspeed thresholds that would lead to turbine shutdown events. The advanced controllers are demonstrated in nonlinear aeroelastic simulations using the open‐source wind turbine simulation tool OpenFAST. To increase the realism of the simulations, they are run using field‐replicated wind conditions and a wind turbine model based on data from an experimental field campaign on a downscaled demonstrator of a novel extreme‐scale, two‐bladed, downwind rotor design.
湍流和阵风条件会导致发电机超速峰值超过阈值,然后导致风力涡轮机停机,从而降低风力涡轮机的能量生产。我们推导出了所谓的“阵风测量”,可以预测发电机何时可能出现超速峰值。然后,这些阵风措施被用于开发先进的控制器,以减轻发电机超速峰值,从而使风力涡轮机能够在困难的风力条件下更稳健地运行,而不会超过会导致涡轮机停机事件的发电机超速阈值。使用开源风力涡轮机模拟工具OpenFAST在非线性气动弹性模拟中演示了高级控制器。为了提高模拟的真实性,他们使用现场复制的风况和基于实验现场活动数据的风力涡轮机模型,在一个新型极端规模、双叶片、顺风转子设计的缩小演示器上运行。
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引用次数: 0
Experimental study of the wake interaction between two vertical axis wind turbines 两台垂直轴风力涡轮机尾流相互作用的实验研究
IF 4.1 3区 工程技术 Q2 Energy Pub Date : 2023-09-07 DOI: 10.1002/we.2863
Ming Huang, Yugandhar Vijaykumar Patil, Andrea Sciacchitano, C. Ferreira
Wakes and wake interactions in wind turbine arrays diminish energy output and raise the risk of structural fatigue; hence, comprehending the features of rotor–wake interactions is of practical relevance. Previous studies suggest that vertical axis wind turbines (VAWTs) can facilitate a quicker wake recovery. This study experimentally investigates the rotor–wake and wake–wake interaction of VAWTs; different pitch angles of the blades of the upwind VAWT are considered to assess the interactions for different wake deflections. With stereoscopic particle image velocimetry, the wake interactions of two VAWTs are analysed in nine distinct wake deflection and rotor location configurations. The time‐average velocity fields at several planes upwind and downwind from the rotors are measured. Additionally, time‐average loads on the VAWTs are measured via force balances. The results validate the rapid wake recovery and the efficacy of wake deflection, which increases the available power in the second rotor.
风力涡轮机阵列中的尾迹和尾迹相互作用减少了能量输出,并增加了结构疲劳的风险;因此,了解转子-尾流相互作用的特征具有实际意义。先前的研究表明,垂直轴风力涡轮机(VAWT)可以促进更快的尾流恢复。本研究通过实验研究了VAWT的转子-尾流和尾流-尾流相互作用;考虑了逆风VAWT叶片的不同桨距角,以评估不同尾流偏转的相互作用。利用立体粒子图像测速技术,分析了两个VAWT在九种不同尾流偏转和转子位置配置下的尾流相互作用。测量了转子逆风和顺风的几个平面上的时间平均速度场。此外,VAWT上的时间平均载荷通过力平衡进行测量。结果验证了尾流的快速恢复和尾流偏转的有效性,这增加了第二个转子的可用功率。
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引用次数: 0
Investigation of the effects of cyclic lateral load characteristics on monopiles in saturated sandy soils using hypoplastic material model 利用欠塑性材料模型研究饱和砂土单桩循环侧向荷载特性的影响
IF 4.1 3区 工程技术 Q2 Energy Pub Date : 2023-09-03 DOI: 10.1002/we.2862
Sacit Sarımurat
Offshore wind turbines play a critical role as a renewable energy source and are experiencing continuous growth in usage. Both the design and implementation phases of constructing these structures present difficulties. It is crucial to ensure these structures are built to resist such conditions, assuring their durability, as they are exposed to lateral external influences such as wind and wave loads. This study investigated how monopile foundations behave in saturated sandy soil under cyclic loading. Pore water pressure accumulations in saturated sandy soil, monopile head lateral displacements, and vertical settlements around the monopile are investigated using the hypoplastic material model and two‐phase element with the ANSYS finite element program. Analyses conducted in this study demonstrated that lateral cyclic loads could cause excessive pore water pressure accumulations around the monopile, leading to displacements in the monopile head and soil settlements around it, highlighting the importance of carefully considering loading characteristics during the design process to provide the security and longevity of offshore wind turbines.
海上风力涡轮机作为一种可再生能源发挥着至关重要的作用,其使用量正在持续增长。建造这些结构的设计和实施阶段都存在困难。至关重要的是,要确保这些结构的建造能够抵抗这种条件,确保它们的耐久性,因为它们会受到风和波浪荷载等侧向外部影响。研究了饱和砂土中单桩基础在循环荷载作用下的受力特性。利用ANSYS有限元程序,采用欠塑性材料模型和两相单元对饱和砂土孔隙水压力累积、单桩头部侧向位移和单桩周围的垂直沉降进行了研究。本研究的分析表明,横向循环荷载可能导致单桩周围孔隙水压力过大,导致单桩头部位移和周围土体沉降,这突出了在设计过程中仔细考虑荷载特性对海上风力发电机安全性和寿命的重要性。
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引用次数: 0
Erosion modelling on reconstructed rough surfaces of wind turbine blades 风力涡轮机叶片重建粗糙表面的侵蚀建模
IF 4.1 3区 工程技术 Q2 Energy Pub Date : 2023-08-28 DOI: 10.1002/we.2848
Antonios Tempelis, Leon Mishnaevsky Jr.
Numerical simulations of rain droplet impacts on real rough surfaces of leading edges of wind turbine blades are presented. The effect of rough blade surface conditions during liquid impacts on the stress distribution in the protective coating is studied. Realistic rough surfaces of wind turbine blades, obtained from 3D reconstruction of real blades with photogrammetry, as well as artificially generated rough surfaces were introduced into finite element models of the droplet/blade coating interaction. Stress distributions in the protective coating with rough and flat surfaces were studied and compared. The results of the simulations suggest that roughness on the surface of the blade leads to increased stresses in the protective coating.
数值模拟了雨滴对风力涡轮机叶片前缘真实粗糙表面的影响。研究了液体冲击过程中粗糙叶片表面条件对保护涂层应力分布的影响。将通过摄影测量对真实叶片进行三维重建获得的风机叶片真实粗糙表面以及人工生成的粗糙表面引入液滴/叶片-涂层相互作用的有限元模型中。研究并比较了粗糙和平坦表面保护涂层的应力分布。模拟结果表明,叶片表面的粗糙度会导致保护涂层中的应力增加。
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引用次数: 0
An analytical frequency‐domain model of aerodynamic mass and damping of floating wind turbines 浮动式风力涡轮机空气动力学质量和阻尼的频域分析模型
IF 4.1 3区 工程技术 Q2 Energy Pub Date : 2023-08-28 DOI: 10.1002/we.2861
Can Yang, Longfei Xiao, Peng Chen, Zhengshun Cheng, Mingyue Liu, Lei Liu
The fore‐aft motion of the rotor‐nacelle assembly (RNA) of a rotating floating wind turbine (FWT) can cause an oscillation in aerodynamic thrust, which may be equivalently treated as frequency‐dependent aerodynamic mass and damping effects. In this study, an explicit frequency‐domain analytical model is proposed to calculate the equivalent aerodynamic mass and damping of FWTs, with proper linearization of control system. Assuming that an FWT operates under steady wind conditions and a forced oscillation is exerted at the RNA along the wind direction, the thrust fluctuations are equivalently represented by the force and moment acting on the nacelle instead of pure aerodynamic loads. Based on the thrust oscillation expression, equivalent aerodynamic mass and damping are derived analytically. After verifying the model by numerical comparison, it is used to demonstrate equivalent aerodynamic mass and damping of three wind turbines (5–15 MW). Effects of wind turbine up‐scaling and controller dynamics are addressed. Results show that equivalent aerodynamic mass and damping present a nonlinear characteristic with oscillation frequency in the below‐rated region, while the relationship is close to linear for higher wind speeds. The effect of wind turbine up‐scaling has a visible impact on equivalent aerodynamic mass and damping, especially at near‐rated wind speed. Controller gains affect equivalent aerodynamic mass and damping and should be tuned reasonably in the controller design for FWTs. Outcomes of our study can be used to establish a frequency‐domain coupled model of FWTs and are beneficial for conceptual design and parameter optimization of the platform of FWTs.
旋转浮动风力涡轮机(FWT)的转子-机舱组件(RNA)的前后运动会导致空气动力学推力振荡,这可以等效地视为频率相关的空气动力学质量和阻尼效应。在本研究中,提出了一个显式频域分析模型来计算FWT的等效气动质量和阻尼,并对控制系统进行适当的线性化。假设FWT在稳定的风况下运行,并且沿风向在RNA上施加强迫振荡,则推力波动等效地由作用在机舱上的力和力矩表示,而不是纯空气动力学载荷。基于推力振荡表达式,解析推导了等效气动质量和阻尼。通过数值比较验证模型后,将其用于演示三台风力涡轮机(5-15 MW)。讨论了风力涡轮机放大和控制器动力学的影响。结果表明,等效空气动力学质量和阻尼在低于额定值的区域呈现出振荡频率的非线性特性,而在较高风速下,这种关系接近线性。风力涡轮机放大的影响对等效空气动力学质量和阻尼有明显影响,尤其是在接近额定风速的情况下。控制器增益影响等效空气动力学质量和阻尼,在FWT控制器设计中应合理调整。我们的研究结果可用于建立FWT的频域耦合模型,并有利于FWT平台的概念设计和参数优化。
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引用次数: 0
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Wind Energy
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