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An Inverse Method for Wind Turbine Blade Design with Given Distributions of Load Coefficients 给定载荷系数分布的风力机叶片设计逆方法
IF 1.6 4区 工程技术 Q2 Engineering Pub Date : 2022-03-10 DOI: 10.3390/wind2010010
Guodan Dong, Jian Qin, Zhaobin Li, Xiaolei Yang
It is shown in the literature that wind turbine designs with different load distributions have different wake features. To systematically study how different load distributions affect turbine wakes, a method for designing variants of blades with different radial load distributions, but with approximately the same power (CP) or thrust coefficient (CT), is needed. In this work, an inverse design method based on the blade element momentum method and the multi-dimensional Newton’s method, with the normal and tangential force coefficients as the design objective and iterations for satisfying the CP or CT constraint, is developed. The proposed method is validated using the two-bladed small-scale NREL phase VI S809 wind turbine blade design and the three-bladed utility-scale NREL 5 MW wind turbine blade design. Four variants of the NREL 5 MW wind turbine, i.e., the Root-CP, Tip-CP, Root-CT, and Tip-CT designs, which represent the variants of the original design (NREL-Ori) with a higher load near the blade root and tip regions with approximately the same power coefficient (CP) or thrust coefficient (CT) as that of the NREL-Ori design, respectively, are then designed using the proposed method. At last, the flapwise blade bending moment and the power coefficients from different variants of the NREL 5 MW turbine are compared for different tip speed ratios, showing that the “Root” designs are featured by a wider chord near the root, lower blade bending moment, and higher power coefficients for tip-speed ratios greater than nine.
文献表明,不同负荷分布的风力机设计具有不同的尾迹特征。为了系统地研究不同载荷分布对涡轮尾迹的影响,需要一种方法来设计具有不同径向载荷分布但功率(CP)或推力系数(CT)大致相同的叶片变体。本文提出了一种基于叶片单元动量法和多维牛顿法的反设计方法,以法向和切向力系数为设计目标,以满足CP或CT约束为迭代目标。通过两叶片小型NREL第六阶段S809风力涡轮机叶片设计和三叶片公用事业规模NREL 5mw风力涡轮机叶片设计验证了所提出的方法。采用该方法设计了NREL 5mw风力机的4种变型,即root -CP、tip -CP、root -CT和tip -CT设计,它们分别代表了原始设计(NREL- ori)的变型,在叶根和叶尖附近区域具有更高的载荷,且功率系数(CP)或推力系数(CT)与NREL- ori设计大致相同。最后,对比了不同型号NREL 5mw涡轮在不同叶尖速比下的叶片弯矩和功率系数,结果表明,“根”型设计具有叶尖附近弦宽、叶片弯矩小、叶尖速比大于9时功率系数高的特点。
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引用次数: 1
Managing Technology Transfer Challenges in the Renewable Energy Sector within the European Union 管理欧盟可再生能源领域的技术转让挑战
IF 1.6 4区 工程技术 Q2 Engineering Pub Date : 2022-03-08 DOI: 10.3390/wind2010009
S. Kulkarni, Lin Wang, D. Venetsanos
The use of fossil fuels to generate energy is often associated with serious negative effects on the environment. The greenhouse gas emissions resulting from burning these fuels destroy the ozone layer and lead to global warming. As a strategic approach to the solution of this problem, calls for research and development, as well as the implementation of technologies associated with renewable energy sources within the European Union (EU), have intensified in recent years. One of the keys to a successful outcome from this intensified effort is to identify the challenges associated with the transfer of both intellectual property and technology rights in the renewable energy sector within the EU. The present paper contributes towards this direction. Firstly, data from the literature were used to identify contemporary trends within the European Union with regards to technology transfer and intellectual property within the sector of renewable energy. Then, a statistical analysis utilising an ordinary least squares (OLS) model was conducted to establish a correlation between renewable energy innovations (research and development) and the level of investment associated with renewable energy technologies. Finally, this correlation, along with the associated challenges, was then critically explored for four of the most popular renewable energy sources (namely solar energy, biomass, wind energy, and marine renewable energy), and conclusions are reported.
使用化石燃料生产能源往往会对环境造成严重的负面影响。燃烧这些燃料产生的温室气体会破坏臭氧层,导致全球变暖。作为解决这一问题的一项战略方针,近年来,在欧洲联盟(欧盟)内加强了对研究和发展以及实施与可再生能源有关的技术的呼吁。这一强化努力取得成功的关键之一,是确定与欧盟可再生能源领域知识产权和技术权利转让相关的挑战。本文对这一方向作出了贡献。首先,使用文献中的数据来确定欧盟内部在可再生能源部门的技术转让和知识产权方面的当代趋势。然后,利用普通最小二乘(OLS)模型进行统计分析,以建立可再生能源创新(研究和开发)与可再生能源技术相关投资水平之间的相关性。最后,对四种最受欢迎的可再生能源(即太阳能、生物质能、风能和海洋可再生能源)进行了批判性探索,并报告了结论。
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引用次数: 4
Application of a Numerical Simulation to the Estimation of Wind Loads on Photovoltaic Panels Installed Parallel to Sloped Roofs of Residential Houses 数值模拟在住宅斜屋顶平行光伏板风荷载估算中的应用
IF 1.6 4区 工程技术 Q2 Engineering Pub Date : 2022-03-03 DOI: 10.3390/wind2010008
Y. Uematsu, Tetsuo Yambe, Atsushi Yamamoto
Many residential houses with sloped roofs are equipped with photovoltaic (PV) systems. In Japan, PV systems are generally designed based on JIS C 8955, which specifies wind force coefficients for designing PV panels. However, no specification is provided to the PV panels installed near the roof edges where high suctions are induced. When installing PV panels in such high-suction zones, we need to evaluate the wind loads on the PV panels appropriately, usually by performing a wind tunnel experiment. However, it is difficult to make wind tunnel models of PV panels with the same geometric scale as that for the building, e.g., 1/100, because the thickness of PV panels and the distance between PV panels and a roof are both several centimeters. Therefore, in the present paper a numerical simulation is applied to the estimation of pressures in the space between the lower surface of PV panels and the roof surface, called “layer pressures”, using the unsteady Bernoulli equation and the time histories of external pressure coefficients obtained from a wind tunnel experiment. An assumption of the weak compressibility of the air and an adiabatic condition is made for predicting the layer pressures from the flow speed through the gaps. The simulation method is validated by a wind tunnel experiment using a model of square-roof building.
许多倾斜屋顶的住宅都安装了光伏(PV)系统。在日本,光伏系统一般是根据JIS C 8955设计的,该标准规定了设计光伏板的风力系数。然而,没有对安装在屋顶边缘附近的光伏板进行规范,因为那里会产生高吸力。在这种高吸力区域安装光伏板时,我们需要对光伏板的风荷载进行适当的评估,通常是进行风洞试验。然而,由于光伏板的厚度和光伏板与屋顶的距离都是几厘米,因此很难制作出与建筑物相同几何比例的光伏板风洞模型,例如1/100。因此,本文采用非定常伯努利方程和风洞实验得到的外压系数时程,对光伏板下表面与屋顶表面之间的空间压力进行了数值模拟,称为“层压”。在假定空气的弱可压缩性和绝热条件下,根据气流通过间隙的速度来预测层压。采用方屋顶建筑模型进行风洞试验,验证了仿真方法的有效性。
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引用次数: 3
Savonius Wind Turbine Numerical Parametric Analysis Using Space-Filling Design and Gaussian Stochastic Process 基于空间填充设计和高斯随机过程的Savonius风力机数值参数分析
IF 1.6 4区 工程技术 Q2 Engineering Pub Date : 2022-02-18 DOI: 10.3390/wind2010007
A. Ubando, Rathana San, John Deric P. Cruz
Wind energy is an alternative source of clean energy to address the growing energy demand and provide pollution-free electricity. With the rapid development of urban areas, high wind energy resources such as high-rise building rooftops are excellent locations for urban wind turbine installation. One of the practical and simple urban wind turbines is the Savonius design. It has a simple design, easy to maintain, and is very affordable. This work focuses on the design evaluation of a Savonius wind turbine (SWT) by varying the rotor diameter, rotor height, and twist angle for urban applications. A transient computational fluid dynamics (CFD) approach is applied to assess the various design treatments using a space-filling design of experiments. To address the spaces in the hypercube statistical design, a sphere packing design method was adopted which suited the evaluation of computational simulations results such as that of the CFD. The Gaussian stochastic process model was applied to establish the trend of the parametric performance of the optimized SWT design through the model fitting. The results have shown that optimized SWT performs well with its self-starting capability compared to the traditional Savonius design. In addition, the optimized SWT has shown a better peak power coefficient compared with the results of previous works on the design of SWT.
风能是一种可替代的清洁能源,可以满足日益增长的能源需求,并提供无污染的电力。随着城市的快速发展,高层建筑屋顶等风能资源丰富的地方是城市风力发电机组安装的绝佳地点。其中一种实用而简单的城市风力涡轮机是Savonius设计。它有一个简单的设计,易于维护,是非常实惠的。本文通过对城市应用中不同转子直径、转子高度和扭转角的Savonius风力发电机(SWT)进行设计评估。采用瞬态计算流体力学(CFD)方法,采用空间填充设计对不同的设计处理进行了评价。为了解决超立方体统计设计中的空间问题,采用了适合CFD等计算模拟结果评价的球体填充设计方法。采用高斯随机过程模型,通过模型拟合建立优化后SWT设计参数性能的变化趋势。结果表明,与传统的Savonius设计相比,优化后的SWT具有良好的自启动能力。此外,优化后的SWT峰值功率系数比以往的SWT设计结果更好。
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引用次数: 2
A Framework to Model the Wind-Induced Losses in Buildings during Hurricanes 飓风期间建筑物风致损失的模型框架
IF 1.6 4区 工程技术 Q2 Engineering Pub Date : 2022-02-08 DOI: 10.3390/wind2010006
Bejoy Alduse, W. Pang, Sashi Kanth Tadinada, Shiraj Khan
Wind-induced loss modeling plays a key role in insurance risk management. Hence, a flexible vulnerability framework is to be developed for residential and commercial buildings. This model predicts the losses induced by hurricane wind pressure, wind-borne debris and wind-driven rain. Twenty-five different key variables of the buildings and environment are used as attributes for the simulations. Model results are validated using the Florida Public Hurricane Loss Models (FPHLM) and HAZUS wind vulnerability functions. New contributions include (1) a Markovian roof-aging model to address decreases in roof performance due to aging, and (2) occupancy-specific interior value models based on FEMA Normative quantities for the systematic evaluation of interior value applicable to archetype buildings. A simple wind debris impact model and wind-driven rain intrusion model is also introduced. The influence of the number of stories, roof aging, and window vulnerability resulting in damage are investigated in this article to ensure consistency of the results. The proposed framework enables insurance loss modelers to make judicious choices of input variables based on partial or detailed knowledge about the building to model losses. Future research should focus on validation and calibration using good-quality insurance claims data.
风致损失建模在保险风险管理中起着关键作用。因此,需要为住宅和商业建筑开发一个灵活的脆弱性框架。该模型预测了飓风风压、风载碎片和风雨造成的损失。建筑和环境的25个不同的关键变量被用作模拟的属性。使用佛罗里达公共飓风损失模型(FPHLM)和HAZUS风脆弱性函数验证了模型结果。新的贡献包括:(1)一个马尔可夫屋顶老化模型,以解决由于老化导致的屋顶性能下降问题;(2)基于联邦应急管理局规范量的占用特定内部价值模型,用于系统评估适用于原型建筑的内部价值。介绍了简单的风屑冲击模型和风致雨侵模型。为了保证结果的一致性,本文研究了层数、屋顶老化和窗户易损性对破坏的影响。所提出的框架使保险损失建模者能够根据建筑物的部分或详细知识对输入变量做出明智的选择,从而对损失进行建模。未来的研究应侧重于使用高质量的保险索赔数据进行验证和校准。
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引用次数: 2
Feasibility Analysis and Development of Stand-Alone Hybrid Power Generation System for Remote Areas: A Case Study of Ethiopian Rural Area 偏远地区独立混合发电系统的可行性分析与开发——以埃塞俄比亚农村地区为例
IF 1.6 4区 工程技术 Q2 Engineering Pub Date : 2022-02-07 DOI: 10.3390/wind2010005
Endeshaw Solomon Bayu, B. Khan, Issaias Gidey Hagos, O. Mahela, J. Guerrero
This paper proposed a standalone solar/wind/micro-hydro hybrid power generation system to electrify Ethiopian remote areas that are far from the national utility grid. The aim is that it will lead to the development of renewable energy sources, using a hybrid optimization model for energy renewables (HOMER) as an optimization and sensitivity tool and MATLAB as a design tool. The system uses 100% renewable energy. This system incorporated solar photo-voltaic (PV), wind turbines, micro-hydro systems, and battery systems. The net present cost of the system is $4,377,731, incorporating capital depreciation and levelized operation and maintenance costs. During the hybrid energy system’s lifetime, the cost of a grid extension power supply is $22.185 million, which is nearly $17,808,000 more than the cost of the proposed standalone system. So, developing solar/wind/micro-hydro hybrid power generation will save $17,808,000 versus extending the national utility grid. As a result of a thorough examination of renewable energy resources, standalone solar, wind, and micro-hydro hybrid power generation is a technically and economically viable option for the case study area of Maji town.
本文提出了一个独立的太阳能/风能/微水力混合发电系统,为远离国家公用电网的埃塞俄比亚偏远地区供电。以可再生能源混合优化模型(HOMER)为优化和灵敏度工具,以MATLAB为设计工具,引领可再生能源的发展。该系统100%使用可再生能源。该系统包括太阳能光伏(PV)、风力涡轮机、微型水力发电系统和电池系统。该系统目前的净成本为4 377 731美元,其中包括资本折旧和平摊的操作和维修费用。在混合能源系统的生命周期内,电网扩展供电的成本为2218.5万美元,比拟议的独立系统的成本高出近17808万美元。因此,与扩大国家公用电网相比,开发太阳能/风能/微型水力混合发电将节省17,808,000美元。经过对可再生能源资源的全面考察,独立的太阳能、风能和微型水力混合发电在技术和经济上都是马集镇案例研究区域可行的选择。
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引用次数: 6
Machine Intelligent Hybrid Methods Based on Kalman Filter and Wavelet Transform for Short-Term Wind Speed Prediction 基于卡尔曼滤波和小波变换的短期风速预测机器智能混合方法
IF 1.6 4区 工程技术 Q2 Engineering Pub Date : 2022-01-10 DOI: 10.3390/wind2010003
Yug Patel, D. Deb
Wind power’s increasing penetration into the electricity grid poses several challenges for power system operators, primarily due to variability and unpredictability. Highly accurate wind predictions are needed to address this concern. Therefore, the performance of hybrid forecasting approaches combining autoregressive integrated moving average (ARIMA), machine learning models (SVR, RF), wavelet transform (WT), and Kalman filter (KF) techniques is essential to examine. Comparing the proposed hybrid methods with available state-of-the-art algorithms shows that the proposed approach provides more accurate prediction results. The best model is a hybrid of KF-WT-ML with an average R2 score of 0.99967 and RMSE of 0.03874, followed by ARIMA-WT-ML with an average R2 of 0.99796 and RMSE of 0.05863 over different datasets. Moreover, the KF-WT-ML model evaluated on different terrains, including offshore and hilly regions, reveals that the proposed KF based hybrid provides accurate wind speed forecasts for both onshore and offshore wind data.
风力发电越来越多地渗透到电网中,给电力系统运营商带来了一些挑战,主要是由于其可变性和不可预测性。要解决这一问题,需要高度精确的风力预测。因此,结合自回归综合移动平均(ARIMA)、机器学习模型(SVR、RF)、小波变换(WT)和卡尔曼滤波(KF)技术的混合预测方法的性能是必不可少的。将所提出的混合方法与现有的最先进算法进行比较,表明所提出的方法可以提供更准确的预测结果。最佳模型是KF-WT-ML的混合模型,其R2平均值为0.99967,RMSE为0.03874;其次是ARIMA-WT-ML,其R2平均值为0.99796,RMSE为0.05863。此外,对不同地形(包括近海和丘陵地区)的KF- wt - ml模型进行了评估,结果表明,所提出的基于KF的混合模型为陆上和海上风力数据提供了准确的风速预测。
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引用次数: 5
Multi-Terminal DC Grid with Wind Power Injection 带风力发电的多端直流电网
IF 1.6 4区 工程技术 Q2 Engineering Pub Date : 2022-01-07 DOI: 10.3390/wind2010002
L. Samaranayake, C. E. Ugalde-Loo, O. Adeuyi, J. Licari, J. Ekanayake
With the development of offshore wind generation, the interest in cross-country connections is also increasing, which requires models to study their complex static and dynamic behaviors. This paper presents the mathematical modeling of an offshore wind farm integrated into a cross-country HVDC network forming a multi-terminal high-voltage DC (MTDC) network. The voltage source converter models were added with the control of active power, reactive power, frequency, and DC link voltages at appropriate nodes in the MTDC, resembling a typical cross-country multi-terminal type of HVDC scenario. The mathematical model for the network together with the controllers were simulated in MATLABTM and experimentally verified using a real-time digital simulator hardware setup. The resulting static and dynamic responses from the hardware setup agreed well with those from simulations of the developed models.
随着海上风电的发展,人们对跨国连接的兴趣也越来越大,这就需要建立模型来研究其复杂的静动力行为。本文建立了一个海上风电场与跨国高压直流电网并网形成多端高压直流(MTDC)网络的数学模型。在电压源变换器模型中加入了对MTDC中适当节点的有功功率、无功功率、频率和直流链路电压的控制,类似于典型的跨国多终端型高压直流场景。在matlab中对网络的数学模型和控制器进行了仿真,并利用实时数字模拟器硬件装置进行了实验验证。硬件设置的静态和动态响应结果与所开发模型的仿真结果吻合得很好。
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引用次数: 0
Incorporating Public Participation in Offshore Wind Farm Siting in Greece 希腊海上风电场选址纳入公众参与
IF 1.6 4区 工程技术 Q2 Engineering Pub Date : 2022-01-04 DOI: 10.3390/wind2010001
E. Loukogeorgaki, D. Vagiona, Areti Lioliou
The public acceptance of Offshore Wind Farms (OWFs) is an important issue that is expected to depend highly on their site location. Public involvement in decision-making processes is recommended as it may contribute to the mitigation of opposing, delaying and even blocking OWF projects, as well as increasing future public confidence and support. The aim of this study is to identify the most suitable sites for OWFs deployment in Greece based on citizens’ preferences and judgments. The methodology consists of three phases: (i) identification of Eligible Marine Areas (EMAs) for OWF siting by deploying ten exclusion criteria, (ii) prioritization of six evaluation criteria and ranking of EMAs according to citizens’ judgments through an Online Questionnaire Survey (OQS) and (iii) overall prioritization of EMAs. The Analytic Hierarchy Process (AHP), supported by Geographic Information Systems (GIS) and the OQS are used for the analysis. The results illustrate the priority ranking of thirteen EMAs for OWFs deployment in the Greek marine environment under five different scenarios. The most suitable sites are located in the South-West zone offshore of Rhodes in all the examined scenarios. Sustainable development is a challenging social process, and the different preferences of the society should be integrated in planning processes.
公众对海上风电场(owf)的接受程度是一个重要的问题,这在很大程度上取决于它们的选址。建议公众参与决策过程,因为这可能有助于减少反对、拖延甚至阻止OWF项目的情况,并增加公众未来的信心和支持。本研究的目的是根据公民的偏好和判断,确定在希腊部署owf最合适的地点。该方法包括三个阶段:(i)通过部署10项排除标准来确定符合条件的海洋区域(EMAs), (ii)通过在线问卷调查(OQS)根据公民的判断确定6项评估标准的优先次序和EMAs的排名,以及(iii) EMAs的整体优先次序。利用地理信息系统(GIS)支持的层次分析法(AHP)和OQS进行分析。结果表明,在希腊海洋环境中,在五种不同情景下,13种EMAs对owf部署的优先级排序。在所有审查的方案中,最合适的地点位于罗德岛近海的西南区。可持续发展是一个具有挑战性的社会过程,在规划过程中应综合考虑社会的不同偏好。
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引用次数: 1
Wind Power: An Important Source in Energy Systems 风能:能源系统的重要来源
IF 1.6 4区 工程技术 Q2 Engineering Pub Date : 2021-12-10 DOI: 10.3390/wind1010006
Zhe Chen
It is my great pleasure to welcome you to the inaugural issue of Wind [...]
我很高兴欢迎你来到《风》杂志的创刊号[…]
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引用次数: 0
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Wind and Structures
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