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Impact of photovoltaic power generation on poverty alleviation in Jiangsu, China 光伏发电对中国江苏扶贫工作的影响
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0208522
Wenbo Li, Jiaxin Huang, LingJing Kong, Dongzhen Liang
The photovoltaic poverty alleviation project, part of the “Ten Major Precise Poverty Alleviation Projects” implemented by the Poverty Alleviation Office of the State Council, significantly contributes to eradicating poverty and rural revitalization. A difference-in-differences model was utilized in this study to assess this project's impact on rural households. This analysis used tracking data from households both with photovoltaic equipment installed and without in “S Town,” Jiangsu Province, from 2017 to 2021. The results indicate that photovoltaic installations lead to an increase in per capita disposable income, hence reducing poverty. However, further analysis suggests that better health and work capacity in disadvantaged households correlate with lesser benefits from the photovoltaic project in terms of income. The policy implications of these findings include a necessity for developing innovative models in the photovoltaic sector to enhance conditions for farmers, reducing their dependence on government subsidies.
光伏扶贫项目是国务院扶贫办实施的 "十大精准扶贫工程 "的一部分,对消除贫困和乡村振兴做出了重大贡献。本研究采用差异模型来评估该项目对农村家庭的影响。该分析使用了江苏省 "S 镇 "已安装和未安装光伏设备的家庭从 2017 年至 2021 年的跟踪数据。结果表明,光伏设备的安装提高了人均可支配收入,从而减少了贫困。然而,进一步的分析表明,贫困家庭健康状况和工作能力的改善与光伏项目在收入方面带来的收益较少相关。这些研究结果的政策影响包括,有必要在光伏部门开发创新模式,以改善农民的条件,减少他们对政府补贴的依赖。
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引用次数: 0
Performance analysis and configuration method optimization of AA-CAES-based air storage tanks 基于 AA-CAES 的储气罐性能分析和配置方法优化
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0206283
Wenlong Zhang, Yufei Zhang, Xiangdong Li, Ruixiong Li, Huanran Wang, Peng Jin, Junyu Du, Yaoguang Song
To improve the performance of the compressed air energy storage (CAES) system, flow and heat transfer in different air storage tank (AST) configurations are investigated using numerical simulations after the numerical model has been experimentally validated. System performance for different AST placement methods is analyzed through numerical simulations integrated with the thermodynamic model of advanced adiabatic compressed air energy storage (AA-CAES). An in-depth study examines the impact of key system parameters on system performance with different AST configurations. Based on these analyses, the AA-CAES system with a constant volume of AST is optimized. The results indicate that horizontal placement of the AST improves heat transfer capability within the same working pressure range but results in slightly lower energy storage efficiency, achieving 64.61% compared to 65.50% for vertical placement. However, horizontal placement offers higher energy storage density, achieving 3.54 kW h/m3 under specific conditions, compared to 3.14 kW h/m3 for vertical placement. As the energy storage flow rate increases, exceeding the critical flow rate significantly improves heat transfer in vertically placed ASTs, thus narrowing the energy storage density gap between configurations. Increased turbine efficiency, additional external heat sources, and further utilization of compression heat provide more significant performance improvements for the AA-CAES with the AST placed horizontally compared to vertically. Compared to the AA-CAES with vertically placed ASTs, the configuration of the ASTs is optimized to enhance the electrical output of the AA-CAES by 76.4 MW h and reduce the input by 78.9 MW h at a storage flow rate of 0.5 kg/s.
为了提高压缩空气储能(CAES)系统的性能,在对数值模型进行实验验证后,利用数值模拟研究了不同空气储气罐(AST)配置中的流动和传热情况。通过与先进绝热压缩空气储能(AA-CAES)热力学模型相结合的数值模拟,分析了不同 AST 布置方法的系统性能。深入研究了不同 AST 配置下关键系统参数对系统性能的影响。在这些分析的基础上,对具有恒定 AST 容积的 AA-CAES 系统进行了优化。结果表明,在相同的工作压力范围内,水平放置 AST 可提高传热能力,但储能效率略低,仅为 64.61%,而垂直放置则为 65.50%。不过,水平放置的储能密度更高,在特定条件下可达到 3.54 kW h/m3,而垂直放置的储能密度为 3.14 kW h/m3。随着储能流速的增加,超过临界流速将显著改善垂直放置 AST 的热传递,从而缩小配置之间的储能密度差距。与垂直放置的 AST 相比,涡轮机效率的提高、额外外部热源的增加以及压缩热的进一步利用为 AA-CAES 提供了更显著的性能改进。与垂直放置 AST 的 AA-CAES 相比,AST 的配置经过优化,在 0.5 千克/秒的存储流量条件下,AA-CAES 的电力输出提高了 76.4 兆瓦时,输入减少了 78.9 兆瓦时。
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引用次数: 0
Production of green hydrogen in Brazil for exportation from desalinated seawater using energy generated by heliothermal, photovoltaic, and wind plants 利用日热发电厂、光伏发电厂和风力发电厂产生的能源,在巴西利用淡化海水生产绿色氢气并出口
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0206514
José Henrique Martins Neto
A current global trend is the production of green hydrogen via electrolysis of fresh water, preferably extracted from regions that have an abundance of renewable energy, to contribute to the mitigation of global warming. Despite being considered a source of fresh water, Brazil is experiencing a water crisis, with a shortage of water to meet agriculture and hydroelectric generation due to climate effects that affect the water cycle. With the forecast of increasing population and increasing demand for fresh water for consumption, agriculture, and industry, it is necessary to investigate opportunities for the generation of green hydrogen. This article presents results of technical and economic feasibility analyses of eight green hydrogen production systems for export, derived from two main concepts of seawater desalination plants aimed at preserving freshwater for other more noble purposes. All the analyzed systems use electrical and (or) thermal energy generation plants derived from solar and wind energy, with emphasis on heliothermal energy concentration systems. It is observed that the heliothermal systems, generators of electric and thermal energy, require higher investment costs; however, they have hydrogen production costs compatible with those of the other systems and dispatchable daily production of hydrogen and desalinated water. Furthermore, a system that combines thermal energy from a heliothermal plant to drive a thermal desalination plant and electrical energy from photovoltaic and wind plants to drive the electrolyzers was very well classified. Finally, it is verified that desalination plants have negligible investment cost compared to the cost of power and hydrogen plants.
当前的全球趋势是通过电解淡水生产绿色氢气,最好是从可再生能源丰富的地区提取淡水,为减缓全球变暖做出贡献。尽管巴西被认为是淡水之源,但由于气候影响水循环,农业和水力发电用水短缺,巴西正在经历一场水危机。由于预计人口将不断增长,消费、农业和工业对淡水的需求也将不断增加,因此有必要研究生产绿色氢气的机会。本文介绍了八种绿色氢气出口生产系统的技术和经济可行性分析结果,这些系统源自海水淡化厂的两个主要概念,旨在为其他更高尚的用途保存淡水。所有分析的系统都使用太阳能和风能产生的电能和(或)热能发电厂,重点是日热能浓缩系统。据观察,作为电能和热能发电机的日热能系统需要较高的投资成本,但其氢气生产成本与其他系统相当,而且氢气和淡化水的日产量可以调度。此外,将日热发电厂的热能与光伏发电厂和风力发电厂的电能结合起来驱动热海水淡化厂的系统也非常适用。最后,与发电厂和制氢厂的成本相比,海水淡化厂的投资成本可以忽略不计。
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引用次数: 0
Assessing rural energy poverty and early warning based on long-run evolution for clean energy transition in China 基于长期演化的中国农村能源贫困评估与清洁能源转型预警
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0209376
S. Yin, Man Wang, Yaqi Shi, Yumeng Zhao
Rural China grapples with pervasive energy poverty. This study aims to measure China's rural energy poverty and propose early warning strategies. It establishes a rural energy relative poverty evaluation system based on four dimensions: energy service effectiveness, consumption cleanliness, management integrity, and development sustainability. Using the Analytic Hierarchy Process-Criteria Importance Though Intercriteria Correlation-Technique for Order Preference by Similarity to Ideal Solution model, it calculates rural energy poverty indices for Chinese provinces, while ward cluster analysis sets regional and hierarchical early warning criteria. Findings indicate: (1) China's rural energy poverty index varies widely, with a low range of 0.49–0.52 and a high range above 0.65. The top 14 regions average a rural energy poverty index of 0.62. (2) Over 2015–2021, there is a 9.70% decrease in the index, indicating a general downward trend. While rural energy services' efficiency and management integrity improve, consumption cleanliness and development sustainability decline. (3) Spatially, energy poverty is higher in the west and north, notably lower in the east and south. The eastern coastal and central regions exhibit significantly lower poverty levels due to better economic foundations and leading energy transformations. (4) Nine provinces are red warning areas, witnessing declining sustainability but improving service effectiveness, consumption cleanliness, and management integrity. Weak links in energy poverty vary across regions in terms of service effectiveness, consumption cleanliness, management integrity, and development sustainability. This study enhances the rural energy poverty evaluation system and proposes regional, hierarchical, and phased early warning standards.
中国农村普遍存在能源贫困问题。本研究旨在衡量中国农村能源贫困状况,并提出预警策略。它从能源服务有效性、消费清洁性、管理完整性和发展可持续性四个维度建立了农村能源相对贫困评价体系。利用层次分析法--标准重要性--标准间相关性--与理想解相似性排序偏好技术模型,计算了中国各省的农村能源贫困指数,并通过病房聚类分析设定了区域性和层次性预警标准。研究结果表明:(1) 中国农村能源贫困指数差异较大,低的在 0.49-0.52 之间,高的在 0.65 以上。前 14 个地区的平均农村能源贫困指数为 0.62。(2)2015-2021 年,该指数下降了 9.70%,表明总体呈下降趋势。在农村能源服务效率和管理诚信度提高的同时,消费清洁度和发展可持续性下降。(3)从空间上看,西部和北部的能源贫困程度较高,东部和南部明显较低。东部沿海和中部地区由于经济基础较好,能源转型领先,贫困程度明显降低。(4)九个省份为红色预警地区,可持续发展能力下降,但服务效率、消费清洁度和管理诚信度有所提高。各地区能源贫困的薄弱环节在服务效率、消费清洁度、管理诚信度和发展可持续性方面存在差异。本研究完善了农村能源贫困评价体系,提出了区域性、分层次、分阶段的预警标准。
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引用次数: 0
Multi-site solar irradiance prediction based on hybrid spatiotemporal graph neural network 基于混合时空图神经网络的多站点太阳辐照度预测
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0207462
Yunjun Yu, Zejie Cheng, Biao Xiong, Qian Li
Constructing accurate spatiotemporal correlations is a challenging task in joint prediction of multiple photovoltaic sites. Some advanced algorithms for incorporating other surrounding site information have been proposed, such as graph neural network-based methods, which are usually based on static or dynamic graphs to build spatial dependencies between sites. However, the possibility of the simultaneous existence of multiple spatial dependencies is not considered. This paper establishes a spatiotemporal prediction model based on hybrid spatiotemporal graph neural network. In this model, we apply adaptive hybrid graph learning to learn composite spatial correlations among multiple sites. A temporal convolution module with multi-subsequence temporal data input is used to extract local semantic information to better predict future nonlinear temporal dependencies. A spatiotemporal adaptive fusion module is added to address the issue of integrating diverse spatiotemporal trends among multiple sites. To assess the model's predictive performance, nine solar radiation observation stations were selected in two different climatic environments. The average root mean square error (RMSE) of the constructed model was 38.51 and 49.90 W/m2, with average mean absolute error (MAE) of 14.72 and 23.06 W/m2, respectively. Single-site and multi-site prediction models were selected as baseline models. Compared with the baseline models, the RMSE and MAE reduce by 3.1%–20.8% and 8.9%–32.8%, respectively, across all sites. The proposed model demonstrates the effectiveness of improving accuracy in forecasting solar irradiance through multi-site predictions.
构建精确的时空相关性是对多个光伏站点进行联合预测的一项具有挑战性的任务。目前已经提出了一些先进的算法,如基于图神经网络的方法,这些方法通常基于静态或动态图来构建站点之间的空间依赖关系,从而纳入其他周边站点信息。然而,这些方法并未考虑同时存在多个空间依赖关系的可能性。本文建立了一个基于混合时空图神经网络的时空预测模型。在该模型中,我们应用自适应混合图学习来学习多个站点之间的复合空间相关性。多子序列时空数据输入的时空卷积模块用于提取局部语义信息,以更好地预测未来的非线性时空依赖关系。此外,还增加了一个时空自适应融合模块,以解决整合多个站点之间不同时空趋势的问题。为了评估该模型的预测性能,在两种不同的气候环境中选择了九个太阳辐射观测站。所建模型的平均均方根误差(RMSE)分别为 38.51 和 49.90 W/m2,平均绝对误差(MAE)分别为 14.72 和 23.06 W/m2。单站点和多站点预测模型被选为基准模型。与基线模型相比,所有站点的均方根误差和平均绝对误差分别减少了 3.1%-20.8%和 8.9%-32.8%。拟议模型证明了通过多站点预测提高太阳辐照度预测精度的有效性。
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引用次数: 0
Wake flow characteristics of small wind turbine models with single- and double-rotor arrangements: A wind tunnel study 单转子和双转子布置的小型风力涡轮机模型的气流特征:风洞研究
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0215625
Ravi Kumar, Ojing Siram, U. Saha, Niranjan Sahoo
In the multirotor system of a wind turbine, the overall power generation is greatly influenced by the placement and interaction of rotors in proximity. Thus, a great deal of study is needed to ascertain the integration strategy of small wind turbines. In this paper, the wake flow patterns have been investigated for two model wind turbines, viz., single-rotor and double-rotor arrangements operating at a low tip speed ratio. The model rotors composed of SG6043 airfoil have a similar configuration. In the single-rotor arrangement, the model rotor is placed at the center of the wind tunnel. While in the double-rotor arrangement, the model rotors are placed at an equal distance from the central line axis of the wind tunnel. To understand the wake propagation and interaction, experiments have been performed at various wind speed conditions such that the corresponding tip speed ratio is kept between 2.5 and 3. The study is, therefore, specifically focused on the wake characteristics of the rotors under low λ, and the assessment has been made within the near wake region. The span-wise and stream-wise assessments of the wake for the double rotor suggest a minimal velocity deficit close to the rotor plane and a higher deficit downstream contrary to the single-rotor configuration.
在风力涡轮机的多旋翼系统中,旋翼的位置和相互作用对整体发电量有很大影响。因此,需要进行大量研究来确定小型风力涡轮机的集成策略。本文研究了两种风力涡轮机模型的尾流模式,即在低转速比下运行的单转子和双转子布置。由 SG6043 机翼组成的模型转子具有相似的构造。在单转子布置中,模型转子位于风洞中心。而在双旋翼布置中,模型旋翼与风洞中心线轴的距离相等。为了了解尾流的传播和相互作用,我们在不同的风速条件下进行了实验,使相应的尖端速度比保持在 2.5 和 3 之间。因此,本研究特别关注低 λ 条件下转子的尾流特性,并在近尾流区域内进行了评估。对双转子尾流的跨度和流向评估表明,与单转子结构相反,靠近转子平面的速度损失最小,而下游的速度损失较大。
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引用次数: 0
A multi-objective operation optimization model for the electro-thermal integrated energy systems considering power to gas and multi-type demand response 考虑电转气和多类型需求响应的电热综合能源系统多目标运行优化模型
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0217570
Fangqiu Xu, Xiaopeng Li, Chunhua Jin
Power-to-gas technology and demand response strategy are effective approaches to improve the flexibility and efficiency of energy systems. This paper proposes a multi-objective operation optimization model for an electro-thermal integrated energy system considering power to gas and demand response strategies. First, the structure of integrated energy system and the demand response model of different types of electro-thermal loads are proposed. Second, the operation optimization model of integrated energy system is established with three objectives of total cost minimization, carbon emission minimization, and energy curtailment rate minimization. A hybrid intelligent algorithm combining multi-objective particle swarm optimization and VlseKriterijumska Optimizacija I Kompromisno Resenje technique is employed to solve the proposed model. Then, an industrial park in North China is studied. The results indicate that power to gas can reduce the total cost, carbon emission, and energy curtailment rate by 8.18%, 11.92%, and 75.80%, respectively, and the demand response also has a positive impact on system performance.
电转气技术和需求响应策略是提高能源系统灵活性和效率的有效方法。本文提出了一种考虑电转气和需求响应策略的电热综合能源系统多目标运行优化模型。首先,提出了综合能源系统的结构和不同类型电热负荷的需求响应模型。其次,以总成本最小化、碳排放最小化和能源削减率最小化三个目标为基础,建立了综合能源系统的运行优化模型。采用多目标粒子群优化和 VlseKriterijumska Optimizacija I Kompromisno Resenje 技术相结合的混合智能算法来求解所提出的模型。然后,对华北某工业园区进行了研究。结果表明,电改气可使总成本、碳排放和能源削减率分别降低 8.18%、11.92% 和 75.80%,需求响应也对系统性能产生了积极影响。
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引用次数: 0
A computational fluid dynamics analysis on enhancing wind turbine efficiency through synthetic jet actuation 通过合成射流驱动提高风力涡轮机效率的计算流体动力学分析
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0208120
A. Matiz-Chicacausa, S. Molano, O. L. Mejia
Synthetic jets (SJs) offer a promising technique for enhancing aerodynamic efficiency in vertical-axis wind turbines (VAWTs) by controlling boundary layer separation on airfoils. This study uses computational fluid dynamics simulations to investigate the impact of SJs on a VAWT. The results show that SJs effectively delay stall onset, increasing lift coefficient at high angles of attack, leading to an estimated 17% improvement in output power when applied to full VAWT simulations using the actuator line model at Tip Speed Ratio equal to 3. Additionally, the study suggests SJs may positively affect wake behavior by reducing turbulence and modifying wake velocity profiles, which could further influence power generation in wind farms. This research underscores the importance of model selection in accurately predicting the aerodynamic benefits of SJs, providing a foundational understanding for future exploration in VAWT applications.
合成射流(SJ)通过控制翼面上的边界层分离,为提高垂直轴风力涡轮机(VAWT)的气动效率提供了一种前景广阔的技术。本研究使用计算流体动力学模拟来研究 SJ 对 VAWT 的影响。结果表明,SJs 可有效延迟失速的发生,增加高攻角的升力系数,当使用推杆线模型在顶速比等于 3 时对全 VAWT 进行模拟时,估计输出功率可提高 17%。 此外,研究还表明,SJs 可通过减少湍流和改变尾流速度剖面对尾流行为产生积极影响,从而进一步影响风力发电场的发电量。这项研究强调了模型选择在准确预测 SJ 的空气动力效益方面的重要性,为未来 VAWT 应用领域的探索提供了基础性的认识。
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引用次数: 0
Experimental study on the effect of combustion and emission performance of biodiesel–ammonia dual-fuel engine 生物柴油-氨气双燃料发动机燃烧和排放性能影响的实验研究
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0208372
Ye Qiu, Haijun Wei, Daping Zhou, Xinyi Zhou, Tie Li
To assist vessels in meeting the net-zero emission target set by the International Maritime Organization for 2050, this article investigates the emission and combustion characteristics of biodiesel–ammonia dual-fuel engines. This research investigates the impact of various ammonia mass ratios (AMRs, m%) at 0, 14.67%, 29.48%, 46.21%, 58.73%, and 82.72% on the combustion and emission performance of biodiesel–ammonia dual-fuel engines at fixed speed and load. The results show that the biodiesel–ammonia dual-fuel engine is capable of operating at a substantial AMR of 82.72%. In addition, as the AMR increased, the in-cylinder pressure and brake thermal efficiency decreased. The heat release rate peaked at 57.13% AMR. When compared to the only-biodiesel mode, NOx, CO2, and soot emissions are significantly reduced. CO2 and soot emissions decreased by 63.43% and 60%, respectively, at 82.72% AMR, while NOx emissions fell by 34.15% at 58.73% AMR. The emissions of N2O and unburned ammonia rose linearly as AMR increased. The increase in N2O did not counteract the substantial fall in CO2e. CO2e fell by 63.12% at 82.72% AMR, following a trend to similar CO2.
为帮助船舶实现国际海事组织设定的 2050 年净零排放目标,本文研究了生物柴油-氨气双燃料发动机的排放和燃烧特性。该研究调查了不同氨气质量比(AMRs,m%)(0、14.67%、29.48%、46.21%、58.73% 和 82.72%)对生物柴油-氨气双燃料发动机在固定转速和负荷下的燃烧和排放性能的影响。结果表明,生物柴油-氨气双燃料发动机能够在 82.72% 的大幅 AMR 下运行。此外,随着 AMR 的增加,缸内压力和制动热效率都有所下降。热释放率在 AMR 为 57.13% 时达到峰值。与仅使用生物柴油的模式相比,氮氧化物、二氧化碳和烟尘排放量显著减少。在 82.72% AMR 时,二氧化碳和烟尘排放量分别减少了 63.43% 和 60%,而在 58.73% AMR 时,氮氧化物排放量减少了 34.15%。随着 AMR 的增加,N2O 和未燃烧氨的排放量呈线性上升。N2O 的增加并没有抵消 CO2e 的大幅下降。在 AMR 为 82.72% 时,CO2e 下降了 63.12%,其趋势与 CO2 相似。
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引用次数: 0
Virtual tower measurements during the American WAKE ExperimeNt (AWAKEN) 美国 WAKE 实验(AWAKEN)期间的虚拟塔测量结果
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0206844
R. Newsom, R. Krishnamurthy, Duli Chand, M. Pekour, Colleen M Kaul, Donna Flynn, L. Goldberger, R. Rai, S. Wharton
Dual-Doppler lidar measurements were made during the American WAKE ExperimeNt to provide height-resolved measurements of wind speed and direction at multiple locations immediately south of the leading row turbines in the King Plains wind farm in Oklahoma. These so-called virtual tower measurements were performed to characterize the inflow into the wind farm and to assess possible upwind blockage effects due to the collective action of the wind farm. The campaign was conducted from 12 November 2022 to 17 October 2023, during which time 14 unique virtual tower locations were sampled with heights ranging from 240 to 490 m AGL. The wind retrieval algorithm provided estimates of the horizontal winds and their uncertainties with a vertical resolution of about 10 m, while also accounting for the tilt of the lidar platform. The virtual tower results are compared to collocated lidar wind profiling data at the A1 site, which was located roughly 2.4 rotor diameters south of the nearest turbine. The wind speed difference between the wind profiler and the virtual tower was found to be quite sensitive to atmospheric stability and wind direction below 250 m AGL. The largest differences were observed for inflow under stable conditions, where the profiler wind speeds were observed to be about 22% lower than the virtual tower near hub height. These results suggest that there are persistent horizontal gradients in the flow upwind of the wind farm which result in biased estimates using standard ground-based lidar wind profiling methods.
双多普勒激光雷达测量是在美国 WAKE 实验期间进行的,目的是提供紧靠俄克拉荷马州 King Plains 风电场前排涡轮机南侧多个位置的风速和风向的高度分辨测量结果。进行这些所谓的虚拟塔架测量是为了确定流入风电场的风的特性,并评估风电场的集体行动可能造成的上风阻塞效应。测量活动于 2022 年 11 月 12 日至 2023 年 10 月 17 日进行,期间对 14 个独特的虚拟塔位置进行了采样,高度从 AGL 240 米至 490 米不等。风检索算法提供了水平风及其不确定性的估计值,垂直分辨率约为 10 米,同时还考虑了激光雷达平台的倾斜度。虚拟塔的结果与 A1 站点的激光雷达风廓线数据进行了比较,A1 站点位于最近的涡轮机以南约 2.4 转子直径处。结果发现,风廓线仪和虚拟塔之间的风速差对大气稳定性和 AGL 250 米以下的风向相当敏感。在稳定条件下观察到的最大差异是流入风,在接近轮毂高度时,风廓线仪的风速比虚拟塔低约 22%。这些结果表明,风电场上风方向的气流存在持续的水平梯度,这导致使用标准地基激光雷达风廓线方法进行的估算存在偏差。
{"title":"Virtual tower measurements during the American WAKE ExperimeNt (AWAKEN)","authors":"R. Newsom, R. Krishnamurthy, Duli Chand, M. Pekour, Colleen M Kaul, Donna Flynn, L. Goldberger, R. Rai, S. Wharton","doi":"10.1063/5.0206844","DOIUrl":"https://doi.org/10.1063/5.0206844","url":null,"abstract":"Dual-Doppler lidar measurements were made during the American WAKE ExperimeNt to provide height-resolved measurements of wind speed and direction at multiple locations immediately south of the leading row turbines in the King Plains wind farm in Oklahoma. These so-called virtual tower measurements were performed to characterize the inflow into the wind farm and to assess possible upwind blockage effects due to the collective action of the wind farm. The campaign was conducted from 12 November 2022 to 17 October 2023, during which time 14 unique virtual tower locations were sampled with heights ranging from 240 to 490 m AGL. The wind retrieval algorithm provided estimates of the horizontal winds and their uncertainties with a vertical resolution of about 10 m, while also accounting for the tilt of the lidar platform. The virtual tower results are compared to collocated lidar wind profiling data at the A1 site, which was located roughly 2.4 rotor diameters south of the nearest turbine. The wind speed difference between the wind profiler and the virtual tower was found to be quite sensitive to atmospheric stability and wind direction below 250 m AGL. The largest differences were observed for inflow under stable conditions, where the profiler wind speeds were observed to be about 22% lower than the virtual tower near hub height. These results suggest that there are persistent horizontal gradients in the flow upwind of the wind farm which result in biased estimates using standard ground-based lidar wind profiling methods.","PeriodicalId":16953,"journal":{"name":"Journal of Renewable and Sustainable Energy","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141846983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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