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A Study on Reconstruction of Surface Wind Speed in China Due to Various Climate Variabilities
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作者 Li Yancong Li Xichen +1 位作者 Sun Yankun Xu Jinhua 《Journal of Northeast Agricultural University(English Edition)》 CAS 2024年第2期53-65,共13页
Using European Centre for Medium-Range Weather Forecasts Reanalysis V5(ERA5)reanalysis data,this study investigated the reconstruction effects of various climate variabilities on surface wind speed in China from 1979 ... Using European Centre for Medium-Range Weather Forecasts Reanalysis V5(ERA5)reanalysis data,this study investigated the reconstruction effects of various climate variabilities on surface wind speed in China from 1979 to 2022.The results indicated that the reconstructed annual mean wind speed and the standard deviation of the annual mean wind speed,utilizing various climate variability indices,exhibited similar spatial modes to the reanalysis data,with spatial correlation coefficients of 0.99 and 0.94,respectively.In the reconstruction of six major wind power installed capacity provinces/autonomous regions in China,the effects were notably good for Hebei and Shanxi provinces,with the correlation coefficients for the interannual regional average wind speed time series being 0.65 and 0.64,respectively.The reconstruction effects of surface wind speed differed across seasons,with spring and summer reconstructions showing the highest correlation with reanalysis data.The correlation coefficients for all seasons across most regions in China ranged between 0.4 and 0.8.Among the reconstructed seasonal wind speeds for the six provinces/autonomous regions,Shanxi Province in spring exhibited the highest correlation with the reanalysis,with a coefficient of 0.61.The large-scale climate variability indices showed good reconstruction effects on the annual mean wind speed in China,and could explain the interannual variability trends of surface wind speed in most regions of China,particularly in the main wind energy provinces/autonomous regions. 展开更多
关键词 wind speed wind energy correlation method climate variability European Centre for Medium-Range Weather Forecasts Reanalysis V5(ERA5)
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Parameter sensitivities analysis for classical flutter speed of a horizontal axis wind turbine blade 被引量:11
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作者 GAO Qiang CAI Xin +1 位作者 GUO Xing-wen MENG Rui 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第7期1746-1754,共9页
The parameter sensitivities affecting the flutter speed of the NREL (National Renewable Energy Laboratory) 5-MW baseline HAWT (horizontal axis wind turbine) blades are analyzed. An aeroelastic model, which compris... The parameter sensitivities affecting the flutter speed of the NREL (National Renewable Energy Laboratory) 5-MW baseline HAWT (horizontal axis wind turbine) blades are analyzed. An aeroelastic model, which comprises an aerodynamic part to calculate the aerodynamic loads and a structural part to determine the structural dynamic responses, is established to describe the classical flutter of the blades. For the aerodynamic part, Theodorsen unsteady aerodynamics model is used. For the structural part, Lagrange’s equation is employed. The flutter speed is determined by introducing “V–g” method to the aeroelastic model, which converts the issue of classical flutter speed determination into an eigenvalue problem. Furthermore, the time domain aeroelastic response of the wind turbine blade section is obtained with employing Runge-Kutta method. The results show that four cases (i.e., reducing the blade torsional stiffness, moving the center of gravity or the elastic axis towards the trailing edge of the section, and placing the turbine in high air density area) will decrease the flutter speed. Therefore, the judicious selection of the four parameters (the torsional stiffness, the chordwise position of the center of gravity, the elastic axis position and air density) can increase the relative inflow speed at the blade section associated with the onset of flutter. 展开更多
关键词 wind turbine blade aeroelastic model classical flutter parameter sensitivities analysis
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Second-order Sliding Mode Control of DFIG Based Variable Speed Wind Turbine for Maximum Power Point Tracking 被引量:4
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作者 Xiangjie Liu Chengcheng Wang Yaozhen Han 《自动化学报》 EI CSCD 北大核心 2017年第8期1434-1442,共9页
关键词 风力发电机组 滑模控制器 二阶滑模 变速恒频 最大功率点跟踪 双馈感应发电机 李雅普诺夫函数 发电机转子
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Impact of Shaft Stiffness on Inertial Response of Fixed Speed Wind Turbines 被引量:1
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作者 Francisco GONZLEZ-LONGATT 《电力系统自动化》 EI CSCD 北大核心 2012年第8期191-197,共7页
Future power system faces several challenges,one of them is the high penetration level of intermittent wind power generation,providing small or even no inertial response and being not contributing to the frequency sta... Future power system faces several challenges,one of them is the high penetration level of intermittent wind power generation,providing small or even no inertial response and being not contributing to the frequency stability.The effect of shaft stiffness on inertial response of fixed speed wind turbines is presented.Four different drive-train models based on the multi-body system are developed.The small-signal analysis demonstrates no significant differences between models in terms of electro-mechanical eigen-values for increasing shaft stiffness.The natural resonance frequency of drive-train torsion modes shows slightly different values between damped and undamped models,but no significant differences are found in the number-mass models.Time-domain simulations show the changes in the active power contribution of a wind farm based on a fixed speed wind turbine during the system frequency disturbance.The changes in the kinetic energy during the dynamic process are calculated and their contribution to the inertia constant is small and effective.The largest contribution of the kinetic energy is provided at the beginning of the system frequency disturbance to reduce the rate of the frequency change,it is positive for the frequency stability. 展开更多
关键词 风力发电机 刚度模型 惯性 风力涡轮机 频率稳定性 定速 传动系统
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Detached-eddy simulation of flow around high-speed train on a bridge under cross winds 被引量:3
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作者 陈敬文 高广军 朱春丽 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第10期2735-2746,共12页
In order to describe an investigation of the flow around high-speed train on a bridge under cross winds using detached-eddy simulation(DES), a 1/8th scale model of a three-car high-speed train and a typical bridge mod... In order to describe an investigation of the flow around high-speed train on a bridge under cross winds using detached-eddy simulation(DES), a 1/8th scale model of a three-car high-speed train and a typical bridge model are employed, Numerical wind tunnel technology based on computational fluid dynamics(CFD) is used, and the CFD models are set as stationary models. The Reynolds number of the flow, based on the inflow velocity and the height of the vehicle, is 1.9×10~6. The computations are conducted under three cases, train on the windward track on the bridge(WWC), train on the leeward track on the bridge(LWC) and train on the flat ground(FGC). Commercial software FLUENT is used and the mesh sensitivity research is carried out by three different grids: coarse, medium and fine. Results show that compared with FGC case, the side force coefficients of the head cars for the WWC and LWC cases increases by 14% and 29%, respectively; the coefficients of middle cars for the WWC and LWC increase by 32% and 10%, respectively; and that of the tail car increases by 45% for the WWC whereas decreases by 2% for the LWC case. The most notable thing is that the side force and the rolling moment of the head car are greater for the LWC, while the side force and the rolling moment of the middle car and the tail car are greater for the WWC. Comparing the velocity profiles at different locations, the flow is significantly influenced by the bridge-train system when the air is close to it. For the three cases(WWC, LWC and FGC), the pressure on the windward side of train is mostly positive while that of the leeward side is negative. The discrepancy of train's aerodynamic force is due to the different surface area of positive pressure and negative pressure zone. Many vortices are born on the leeward edge of the roofs. Theses vortices develop downstream, detach and dissipate into the wake region. The eddies develop irregularly, leading to a noticeably turbulent flow at leeward side of train. 展开更多
关键词 detached-eddy simulation high speed train BRIDGE cross wind flow structure train aerodynamics
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Natural ventilation performance of single room building with fluctuating wind speed and thermal mass 被引量:3
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作者 TAN Gang 《Journal of Central South University》 SCIE EI CAS 2012年第3期733-739,共7页
Natural ventilation is driven by either buoyancy forces or wind pressure forces or their combinations that inherit stochastic variation into ventilation rates. Since the ventilation rate is a nonlinear function of mul... Natural ventilation is driven by either buoyancy forces or wind pressure forces or their combinations that inherit stochastic variation into ventilation rates. Since the ventilation rate is a nonlinear function of multiple variable factors including wind speed, wind direction, internal heat source and building structural thermal mass, the conventional methods for quantifying ventilation rate simply using dominant wind direction and average wind speed may not accurately describe the characteristic performance of natural ventilation. From a new point of view, the natural ventilation performance of a single room building under fluctuating wind speed condition using the Monte-Carlo simulation approach was investigated by incorporating building facade thermal mass effect. Given a same hourly turbulence intensity distribution, the wind speeds with 1 rain frequency fluctuations were generated using a stochastic model, the modified GARCH model. Comparisons of natural ventilation profiles, effective ventilation rates, and air conditioning electricity use for a three-month period show statistically significant differences (for 80% confidence interval) between the new calculations and the traditional methods based on hourly average wind speed. 展开更多
关键词 natural ventilation fluctuating wind speed thermal mass GARCH model
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Temporal-spatial cross-correlation analysis of non-stationary near-surface wind speed time series 被引量:3
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作者 ZENG Ming LI Jing-hai +1 位作者 MENG Qing-hao ZHANG Xiao-nei 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第3期692-698,共7页
Temporal-spatial cross-correlation analysis of non-stationary wind speed time series plays a crucial role in wind field reconstruction as well as in wind pattern recognition.Firstly,the near-surface wind speed time se... Temporal-spatial cross-correlation analysis of non-stationary wind speed time series plays a crucial role in wind field reconstruction as well as in wind pattern recognition.Firstly,the near-surface wind speed time series recorded at different locations are studied using the detrended fluctuation analysis(DFA),and the corresponding scaling exponents are larger than 1.This indicates that all these wind speed time series have non-stationary characteristics.Secondly,concerning this special feature( i.e.,non-stationarity)of wind signals,a cross-correlation analysis method,namely detrended cross-correlation analysis(DCCA) coefficient,is employed to evaluate the temporal-spatial cross-correlations between non-stationary time series of different anemometer pairs.Finally,experiments on ten wind speed data synchronously collected by the ten anemometers with equidistant arrangement illustrate that the method of DCCA cross-correlation coefficient can accurately analyze full-scale temporal-spatial cross-correlation between non-stationary time series and also can easily identify the seasonal component,while three traditional cross-correlation techniques(i.e.,Pearson coefficient,cross-correlation function,and DCCA method) cannot give us these information directly. 展开更多
关键词 temporal-spatial cross-correlation near-surface wind speed time series detrended cross-correlation analysis (DCCA) cross-correlation coefficient Pearson coefficient cross-correlation function
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Multi-component opportunistic maintenance optimization for wind turbines with consideration of seasonal factor 被引量:2
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作者 SU Chun HU Zhao-yong LIU Yang 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第2期490-499,共10页
Aiming at wind turbines,the opportunistic maintenance optimization is carried out for multi-component system,where minimal repair,imperfect repair,replacement as well as their effects on component’s effective age are... Aiming at wind turbines,the opportunistic maintenance optimization is carried out for multi-component system,where minimal repair,imperfect repair,replacement as well as their effects on component’s effective age are considered.At each inspection point,appropriate maintenance mode is selected according to the component’s effective age and its maintenance threshold.To utilize the maintenance opportunities for the components among the wind turbines,opportunistic maintenance approach is adopted.Meanwhile,the influence of seasonal factor on the component’s failure rate and improvement factor’s decrease with the increase of repair’s times are also taken into account.The maintenance threshold is set as the decision variable,and an opportunistic maintenance optimization model is proposed to minimize wind turbine’s life-cycle maintenance cost.Moreover,genetic algorithm is adopted to solve the model,and the effectiveness is verified with a case study.The results show that based on the component’s inherent reliability and maintainability,the proposed model can provide optimal maintenance plans accordingly.Furthermore,the higher the component’s reliability and maintainability are,the less the times of repair and replacement will be. 展开更多
关键词 wind turbine RELIABILITY seasonal factor multi-component maintenance opportunistic maintenance
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An analytic electromagnetic calculation method for performance evolution of doubly fed induction generators for wind turbines 被引量:1
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作者 张文娟 黄守道 +1 位作者 高剑 CHEN Zhe 《Journal of Central South University》 SCIE EI CAS 2013年第10期2763-2774,共12页
An analytic electromagnetic calculation method for doubly fed induction generator(DFIG) in wind turbine system was presented. Based on the operation principles, steady state equivalent circuit and basic equations of D... An analytic electromagnetic calculation method for doubly fed induction generator(DFIG) in wind turbine system was presented. Based on the operation principles, steady state equivalent circuit and basic equations of DFIG, the modeling for electromagnetic calculation of DFIG was proposed. The electromagnetic calculation of DFIG was divided into three steps: the magnetic flux calculation, parameters derivation and performance checks. For each step, the detailed numeric calculation formulas were all derived. Combining the calculation formulas, the whole electromagnetic calculation procedure was established, which consisted of three iterative calculation loops, including magnetic saturation coefficient, electromotive force and total output power. All of the electromagnetic and performance data of DIFG can be calculated conveniently by the established calculation procedure, which can be used to evaluate the new designed machine. A 1.5 MW DFIG designed by the proposed procedure was built, for which the whole type tests including no-load test, load test and temperature rising test were carried out. The test results have shown that the DFIG satisfies technical requirements and the test data fit well with the calculation results which prove the correctness of the presented calculation method. 展开更多
关键词 ELECTROMAGNETIC calculation DOUBLY fed inDUCTION generator(DFIG) wind turbine
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Blade pitch control of straight-bladed vertical axis wind turbine 被引量:2
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作者 梁迎彬 张立勋 +1 位作者 李二肖 张凤月 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第5期1106-1114,共9页
Collective pitch control and individual pitch control algorithms were present for straight-bladed vertical axis wind turbine to improve the self-starting capacity.Comparative analysis of straight-bladed vertical axis ... Collective pitch control and individual pitch control algorithms were present for straight-bladed vertical axis wind turbine to improve the self-starting capacity.Comparative analysis of straight-bladed vertical axis wind turbine(SB-VAWT) with or without pitch control was conducted from the aspects of aerodynamic force,flow structure and power coefficient.The computational fluid dynamics(CFD) prediction results show a significant increase in power coefficient for SB-VAWT with pitch control.According to the aerodynamic forces and total torque coefficient obtained at various tip speed ratios(TSRs),the results indicate that the blade pitch method can increase the power output and decrease the deformation of blade;especially,the total torque coefficient of blade pitch control at TSR 1.5 is about 2.5 times larger than that of fixed pitch case.Furthermore,experiment was carried out to verify the feasibility of pitch control methods.The results show that the present collective pitch control and individual pitch control methods can improve the self-starting capacity of SB-VAWT,and the former is much better and its proper operating TSRs ranges from 0.4 to 0.6. 展开更多
关键词 straight-bladed vertical axis wind turbine collective pitch control individual pitch control self-starting capacity
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Effects of Location,Size and Number of Wind Turbine Receptors on Blade Lightning Protection 被引量:4
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作者 Hossein Kazemi KAREGAR Hossein BAGHERIAN 《电力系统自动化》 EI CSCD 北大核心 2012年第8期122-127,共6页
Electric and magnetic fields generated by lightning cause a serious hazard to various systems.Now wind turbine installations with higher power capacity are increasing.Higher power capacity requires higher height and s... Electric and magnetic fields generated by lightning cause a serious hazard to various systems.Now wind turbine installations with higher power capacity are increasing.Higher power capacity requires higher height and so there is more probability of lightning strike.Blades are the most probable components to be struck by lightning.The most common lightning protection system for the blades consists of several metallic receptors on the blade surface.Those are connected to the ground by metallic down-conductors placed inside the blade shell.This paper studies effects of the receptor configurations on protecting the blade against lightning strike.For this purpose,an analysis procedure based on finite element method(FEM)in COMSOL Multiphysics software environment is used.The voltage distribution around the blade is simulated for various configurations of receptors.The best configuration is presented.Simulations are performed on the blade model of a special wind turbine,which isVESTAS V47". 展开更多
关键词 风力发电机组 受体 刀片 防雷 叶片表面 位置 最佳配置 发电能力
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Load Distribution Research on Pitch Bearing of Wind Turbine Generators 被引量:3
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作者 RUI Xiaoming ZHENG Hui HUANG Haoran 《中国电机工程学报》 EI CSCD 北大核心 2013年第32期I0012-I0012,2,共1页
变桨轴承是风电机组传动与控制系统的关键部件,安装形式特殊且承受复杂的轴向、径向力和倾覆力矩等交变载荷。文中基于经典的赫兹弹性接触理论,建立了刚性套圈承受多向力和倾覆力矩的双排四点接触球变桨轴承的力学模型。在此基础上,... 变桨轴承是风电机组传动与控制系统的关键部件,安装形式特殊且承受复杂的轴向、径向力和倾覆力矩等交变载荷。文中基于经典的赫兹弹性接触理论,建立了刚性套圈承受多向力和倾覆力矩的双排四点接触球变桨轴承的力学模型。在此基础上,应用弹性等理论研究套圈变形对轴承载荷分布的影响,推导轴承外载荷和滚动体接触力等载荷作用下转盘轴承内、外套圈的弯曲变形方程,联立非线性超越方程组给出了四点接触球转盘轴承分布载荷的求解方法。以某型号变桨轴承为例,分别采用刚性和柔性套圈2种模型对轴承载荷分布进行了计算和对比分析。结果表明2种模型下轴承载荷分布有显著区别,柔性套圈模型下的承载区间减小,载荷分布更加均匀,滚动体的承载能力有很大的提升。相关力学问题的研究可为变桨轴承结构设计提供必要的理论依据。 展开更多
关键词 专用轴承 风力发电机组 载荷分布 风力涡轮机 控制系统 组成部分 安装方法
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Neural Network Predictive Control of Variable-pitch Wind Turbines Based on Small-world Optimization Algorithm 被引量:8
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作者 WANG Shuangxin LI Zhaoxia LIU Hairui 《中国电机工程学报》 EI CSCD 北大核心 2012年第30期I0015-I0015,17,共1页
通过将混沌映射用于产生初始节点集和进行算子构造,提出一种新的基于实数编码的混沌小世界优化算法。采用4种算法对多例复杂函数的优化问题进行仿真试验,表明所提算法具有能够有效避免陷入局部极小值、快速搜索到最优值的能力。将上述... 通过将混沌映射用于产生初始节点集和进行算子构造,提出一种新的基于实数编码的混沌小世界优化算法。采用4种算法对多例复杂函数的优化问题进行仿真试验,表明所提算法具有能够有效避免陷入局部极小值、快速搜索到最优值的能力。将上述方法应用于变桨距风电机组启动并网时的转速控制,提出一种基于混沌小世界优化算法的神经网络预测控制策略,其预测模型由基于现场数据的神经网络模型建立。仿真与实际测试结果表明,该系统可以根据风速扰动提前预测电机的转速变化,使控制器超前动作,保证系统输出跟踪参考轨迹的方向稳步改变,确保风电机组平稳并网。 展开更多
关键词 优化算法 小世界 风力发电机组 预测控制 神经网络 变桨距 实时编码 混沌映射
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Effect of blade pitch angle on aerodynamic performance of straight-bladed vertical axis wind turbine 被引量:3
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作者 张立勋 梁迎彬 +1 位作者 刘小红 郭健 《Journal of Central South University》 SCIE EI CAS 2014年第4期1417-1427,共11页
Wind energy is one of the most promising renewable energy sources, straight-bladed vertical axis wind turbine(S-VAWT) appears to be particularly promising for the shortage of fossil fuel reserves owing to its distinct... Wind energy is one of the most promising renewable energy sources, straight-bladed vertical axis wind turbine(S-VAWT) appears to be particularly promising for the shortage of fossil fuel reserves owing to its distinct advantages, but suffers from poor self-starting and low power coefficient. Variable-pitch method was recognized as an attractive solution to performance improvement, thus majority efforts had been devoted into blade pitch angle effect on aerodynamic performance. Taken into account the local flow field of S-VAWT, mathematical model was built to analyze the relationship between power outputs and pitch angle. Numerical simulations on static and dynamic performances of blade were carried out and optimized pitch angle along the rotor were presented. Comparative analyses of fixed pitch and variable-pitch S-VAWT were conducted, and a considerable improvement of the performance was obtained by the optimized blade pitch angle, in particular, a relative increase of the power coefficient by more than 19.3%. It is further demonstrated that the self-starting is greatly improved with the optimized blade pitch angle. 展开更多
关键词 straight-bladed vertical axis wind turbine pitch angle numerical simulation self-starting power coefficient
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Diagnosis Technology for the Icing Status of Wind Turbine Blades Based on Vibration Detection 被引量:2
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作者 LIU Shengxian LI Luping Yu Tao LEI Libin LI Mangmang 《中国电机工程学报》 EI CSCD 北大核心 2013年第32期I0013-I0013,1,共1页
对不同覆冰状态下的风力机叶片动力特性进行了模拟实验研究,定义叶片覆冰状态参数,包括覆冰区域起点参数、覆冰区域长度参数和覆冰厚度参数。利用人工环境实验室和模态分析系统建立风力机叶片覆冰振动测试实验台,对风力机模拟叶片在... 对不同覆冰状态下的风力机叶片动力特性进行了模拟实验研究,定义叶片覆冰状态参数,包括覆冰区域起点参数、覆冰区域长度参数和覆冰厚度参数。利用人工环境实验室和模态分析系统建立风力机叶片覆冰振动测试实验台,对风力机模拟叶片在不同覆冰状态下进行模态分析,从叶片的曲率模态参数中提取判断风力机叶片覆冰参数的特征值指标,从实验结果获得的特征值较准确地诊断出风力机模拟叶片覆冰状态。通过仿真计算得到叶片结构的质量变化率和抗弯刚度变化率重合点。上述仿真及实验结果表明风力机叶片覆冰诊断理论方法以及技术具备正确性与可行性。 展开更多
关键词 振动检测 诊断技术 结冰 风力机 状态 片基 风力发电机 风力涡轮机
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Turbulent Wind Field Simulation of Wind Turbines With Rotational Effects 被引量:1
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作者 HE Wei TIAN De +1 位作者 DENG Ying WANG Ningbo 《中国电机工程学报》 EI CSCD 北大核心 2013年第11期I0012-I0012,14,共1页
为准确得到风轮旋转效应对风力发电机组湍流风速脉动分量的影响,推导了旋转Fourier自谱和互谱。分析了风轮旋转效应通过相干函数和相位延迟体现的物理本质,提出了引入相位延迟参数的旋转Fourier自谱和互谱。以旋转Fourier自谱和互谱... 为准确得到风轮旋转效应对风力发电机组湍流风速脉动分量的影响,推导了旋转Fourier自谱和互谱。分析了风轮旋转效应通过相干函数和相位延迟体现的物理本质,提出了引入相位延迟参数的旋转Fourier自谱和互谱。以旋转Fourier自谱和互谱的模构建旋转谱矩阵,对其进行Cholesky分解,将相位延迟引入谱表现方法中实现风力发电机组湍流风场的模拟。最后,结合某1.5Mw三叶片变桨距风电机组进行纵向脉动风速时程的数值模拟,并对计算功率谱与目标谱进行了校核,证明该文算法可以更为准确地模拟作用在风轮旋转叶片上的脉动风速时程。 展开更多
关键词 风力涡轮机 风场模拟 旋转效应 湍流 大型风力发电机 风力发电机组 负载计算 风场模型
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Full Range Power Control Strategies for Variable-Speed Fixed-Pitch Wind Turbines 被引量:1
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作者 CHEN Jie GONG Chunying CHEN Jiawei CHEN Ran YAN Yangguang 《中国电机工程学报》 EI CSCD 北大核心 2012年第30期I0014-I0014,共1页
关键词 风力发电机组 功率控制策略 定桨距 风力涡轮机 变速 公用事业 农村地区 城市地区
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A wind tunnel experiment of self-starting capability for straight-bladed vertical axis wind turbine
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作者 TAGAWA Kotaro LI Yan 《排灌机械工程学报》 EI CSCD 北大核心 2018年第2期136-140,153,共6页
In this study,wind tunnel experiment was carried out to investigate the self-staring capability for straight-bladed vertical axis wind turbine.The flow visualization also was been performed at the rest of the rotor.Th... In this study,wind tunnel experiment was carried out to investigate the self-staring capability for straight-bladed vertical axis wind turbine.The flow visualization also was been performed at the rest of the rotor.The effect of the azimuthal angle of blade position relative to wind direction on the self-starting capability was discussed based on the results of flow visualization.The torque and centripetal force of the rotor when the self-starting behavior starts were roughly calculated with the flow visualization results of the rotor.It is suggested that there exists the condition of wind speed and configuration of the blade position of the rotor at the rest of rotor to the reach to situational rotation number. 展开更多
关键词 STRAIGHT BLADES vertical axis wind turbine SELF-STARTinG wind TUNNEL test flow visualization
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Influence of liquid water content on wind turbine blade icing by numerical simulation
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作者 LI Yan SUN Ce +4 位作者 JIANG Yu YI Xian GUO Wenfeng WANG Shaolong FENG Fang 《排灌机械工程学报》 EI CSCD 北大核心 2019年第6期513-520,共8页
In order to research the influence of liquid water content ( LWC ) on blade icing of wind turbine, a numerical simulation method for blade icing was established. The numerical simulation was based on low speed viscous... In order to research the influence of liquid water content ( LWC ) on blade icing of wind turbine, a numerical simulation method for blade icing was established. The numerical simulation was based on low speed viscous N-S equation. The trajectory equation of water droplets was established by Lagrangian method. The mass and energy conservation equations of the water droplets impacting on the surface of the blade were solved based on control body theory. Three sections along blade span wise of a 1.5 MW wind turbine were decided to simulate icing. Five kinds of LWC were selected for simulation including 0.2,0.4,0.6,0.8 and 1.0 g/m^3 under two ambient temperatures of -10 ℃ and -20 ℃. The medium volume droplet diameter ( MVD ) was 30μm. The simulations included icing shape on blade surface, dimensionless icing area and dimensionless maximum stagnation thickness. Furthermore, the flow fields around both the iced blade airfoil and the original one were simulated and analyzed. Accor-ding to the results, the typical icing characteristics of icing shape, icing area and thickness were greatly affected by the difference of LWCs. This study can provide theoretical reference for the research on antiicing and deicing of wind turbine blade. 展开更多
关键词 wind turbine ICinG AIRFOIL NUMERICAL simulation liquid water CONTENT
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Installation position determination of wind speed sensors on steel pole along a high-speed railway
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作者 熊小慧 梁习锋 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第11期3018-3027,共10页
In order to consider the influence of steel pole on the measurement of wind speed sensors and determinate the installation position of wind speed sensors, the flow field around wind speed sensors was investigated. Bas... In order to consider the influence of steel pole on the measurement of wind speed sensors and determinate the installation position of wind speed sensors, the flow field around wind speed sensors was investigated. Based on the three-dimensional steady Reynolds-averaged Navier-Stokes equations and k-ε double equations turbulent model, the field flow around the wind speed sensor and the steel pole along a high-speed railway was simulated on an unstructured grid. The grid-independent validation was conducted and the accuracy of the present numerical simulation method was validated by experiments and simulations carried out by previous researchers. Results show that the steel pole has a significant influence on the measurement results of wind speed sensors. As the distance between two wind speed sensors is varied from 0.3 to 1.0 m, the impact angles are less than ±20°, it is proposed that the distance between two wind speed sensors is 0.8 m at least, and the interval between wind speed sensors and the steel pole is more than 1.0 m with the sensors located on the upstream side. 展开更多
关键词 high-speed railway wind speed sensor steel pole numerical simulation flow field
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