共查询到18条相似文献,搜索用时 203 毫秒
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由于当前方法对发电数据进行采集时,没有对发电数据的缺失值进行修复,存在缺失数据修复前数据采集精度差、与实际采集数据相差多的问题。该文提出一种基于时间序列的分布式光伏电站发电数据采集方法。根据光伏电站受到的不同影响,构建了负荷异常值类型的时间序列模型,利用该模型对异常数据负荷点进行剔除,由于剔除后的数据存在缺失值,因此对其进行修复;根据修复结果,采用BP神经网络对发电数据进行采集。实验结果表明,通过对该方法进行缺失数据修复前后对比测试、不同方法与实际指标数据采集测试,验证了该方法的有效性强、实用性高。 相似文献
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为保证潮流能发电装置的稳定性与可靠性需配备实时或准实时监控系统,该文针对潮流能发电装置原理及实际工作情况,设计一种远程实时监控系统,通过该系统可实时监测潮流能发电装置运行过程中的各项基本参数,从而有效判断发电装置的工作状态。监控系统前端通过读取智能仪表实现数据采集,采用GPRS模块实现远程数据传输;监控系统后台使用PostgreSQL数据库实现数据存储。另外,使用LabVIEW软件设计人机界面,通过调用后台服务器数据可清晰直观地监测整个潮流能发电装置的运行情况。实际测试和应用表明,该监控系统能够可靠地把现场数据实时传输到后台数据库服务器中,验证该系统可作为监控潮流能发电装置工作状态的有效手段。 相似文献
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Tidal energy has the potential to play a key role in meeting renewable energy targets set out by the United Kingdom (UK) government and devolved administrations. Attention has been drawn to this resource as a number of locations with high tidal current velocity have recently been leased by the Crown Estate for commercial development. Although tides are periodic and predictable, there are times when the current velocity is too low for any power generation. However, it has been proposed that a portfolio of diverse sites located around the UK will deliver a firm aggregate output due to the relative phasing of the tidal signal around the coast. This paper analyses whether firm tidal power is feasible with ‘first generation’ tidal current generators suitable for relatively shallow water, high velocity sites. This is achieved through development of realistic scenarios of tidal current energy industry development. These scenarios incorporate constraints relating to assessment of the economically harvestable resource, tidal technology potential and the practical limits to energy extraction dictated by environmental response and spatial availability of resource. The final scenario is capable of generating 17 TWh/year with an effective installed capacity of 7.8 GW, at an average capacity factor of 29.9% from 7 major locations. However, it is concluded that there is insufficient diversity between sites suitable for first generation tidal current energy schemes for a portfolio approach to deliver firm power generation. 相似文献
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对常水深等厚度底铰摆式波浪能装置群,为减少多个装置物面上的网格数量,采用变量分离法将三维空间速度势表示成二维平面速度势和垂向特征函数相乘的形式,并利用二维格林函数法求解平面绕射势和辐射势,解决波浪与波浪能装置群之间的相互作用问题。利用所建立的数值模型分析波浪发电场装置之间的间距对各装置波能俘获效率、波浪发电场平均俘获效率及总输出功率随时间变化的波动率的影响。与单个孤立底铰摆式波能转换装置比较,以阵列形式布置的装置群,其总输出功率随时间变化的波动率在大部分波浪周期范围可明显降低,其降低程度主要与沿波浪传播方向的装置间距有关。 相似文献
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Tidal current is considered to be one of the promising alternative green energy resources. Tidal current turbines are devices used for harnessing tidal current energy. The development of a standard for tidal current turbine design is a very important step in the commercialization of tidal current energy as the tidal current industry is growing rapidly, but no standard for tidal current turbines has been developed yet. In this paper, we present our recent efforts in the numerical simulation of the characteristics (e.g., power output, torque fluctuation, induced velocity, and acoustic emission) of tidal current turbines related to the development of the standard. The relationship between the characteristics and the parameters of an example turbine are extensively discussed and quantified. The findings of this paper are expected to be helpful in developing the standards for tidal current turbines in the near future. 相似文献
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为应对可再生能源出力波动引起储能系统功率流动方向的频繁变化,提出一种基于自抗扰控制和模型预测控制(ADRC+MPC)的储能系统双向Buck-Boost变换器控制策略。其中模型预测控制方法应用于电流内环,无需进行参数整定的同时,也提高了系统的响应速度;采用自抗扰控制策略的电压外环,通过在高频段降阶简化控制对象,达到降低自抗扰控制器复杂度的目的。仿真和样机实验显示当电感电流与输出电压参考值突变时,系统可分别在0.2与30 ms内迅速调整到给定值;当负载与电源电压突变时,系统能在20 ms内恢复稳定。实验结果证明该文提出的控制方法优于PI+MPC策略,具有响应速度快、超调量和波动幅度小的特点。 相似文献
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针对功率分配底层功能提出一种新型控制策略,该控制策略在传统的双闭环平均电流均流法上加以改进。首先电流内环修改为功率内环,将电压外环的输出除以输入电压再乘以功率分配系数作为新的功率给定值来实现功率分配功能。同时将自抗扰技术应用到电压外环提高母线电压的响应速度。最后基于模块化思想并利用氮化镓功率开关器件,搭建一台三输入交错并联Boost实验样机,其额定功率为1500 W,额定工作频率为500 kHz,峰值效率为98.3%。实验验证结果表明,在相同输入电压或不同输入电压的情况下均能实现功率分配功能,并具有良好的动态响应。 相似文献
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An innovative power conversion system to convert energy from a variable-frequency wind-powered induction generator to a fixed frequency output is presented. A standard six-switch DC link current regulated pulse width modulated (CRPWM) inverter is simultaneously modulated with two current components. A three-phase balanced current component at the induction generator's optimum operating frequency transfers energy from the generator to the converter. A single phase zero sequence current component at a fixed 60 Hz frequency transfers energy from the converter through a zero sequence filter to the load. Unity power factor output is shown both in simulation and experiment, though any arbitrary power factor output may be readily commanded. Maximum power capture for a variable-speed wind turbine is achieved using proven control techniques. This method uses only half of the active power switching devices of conventional conversion methods. Simulation and experimental verification are shown 相似文献
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When selecting sites for marine renewable energy projects, there are a wide range of economical and practical constraints to be considered, from the magnitude of the resource through to proximity of grid connections. One factor that is not routinely considered in tidal energy site selection, yet which has an important role in quantifying the resource, is tidal asymmetry, i.e. variations between the flood and ebb phases of the tidal cycle. Here, we present theory and develop a high-resolution three-dimensional ROMS tidal model of Orkney to examine net power output for a range of sites along an energetic channel with varying degrees of tidal asymmetry. Since power output is related to velocity cubed, even small asymmetries in velocity lead to substantial asymmetries in power output. We also use the 3D model to assess how tidal asymmetry changes with height above the bed, i.e. representing different device hub heights, how asymmetry affects turbulence properties, and how asymmetry is influenced by wind-driven currents. Finally, although there is minimal potential for tidal phasing over our study site, we demonstrate that regions of opposing flood- versus ebb-dominant asymmetry occurring over short spatial scales can be aggregated to provide balanced power generation over the tidal cycle. 相似文献