Wind farm active power dispatching algorithm based on grey incidence

IF 1.9 Q4 ENERGY & FUELS Global Energy Interconnection Pub Date : 2023-04-01 DOI:10.1016/j.gloei.2023.04.005
Binbin Zhang, Mengxin Jia, Chaobo Chen, Kun Wang, Jichao Li
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Abstract

This study proposes a wind farm active power dispatching (WFAPD) algorithm based on the grey incidence method, which does not rely on an accurate mathematical model of wind turbines. Based on the wind turbine start-stop data at different wind speeds, the weighting coefficients, which are the participation degrees of a variable speed system and a variable pitch system in power regulation, are obtained using the grey incidence method. The incidence coefficient curve is fitted by the B-spline function at a full range of wind speeds, and the power regulation capacity of all wind turbines is obtained. Finally, the WFAPD algorithm, which is based on the regulating capacity of each wind turbine, is compared with the wind speed weighting power dispatching (WSWPD) algorithm in MATLAB. The simulation results show that the active power fluctuation of the wind farm is smaller, the rotating speed of wind turbines is smoother, and the fatigue load of high- speed turbines is effectively reduced.

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基于灰色关联的风电场有功功率调度算法
本文提出了一种基于灰色关联法的风电场有功功率调度(WFAPD)算法,该算法不依赖于精确的风力机数学模型。根据风力机在不同风速下的启停数据,采用灰色关联法得到变速系统和变桨距系统在功率调节中的参与程度加权系数。采用b样条函数拟合全风速范围内的入射系数曲线,得到各风力机的功率调节能力。最后,将基于各风力机调节能力的WFAPD算法与风速加权功率调度(WSWPD)算法在MATLAB中进行比较。仿真结果表明,风电场有功功率波动较小,风力机转速平稳,有效降低了高速风力机的疲劳载荷。
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来源期刊
Global Energy Interconnection
Global Energy Interconnection Engineering-Automotive Engineering
CiteScore
5.70
自引率
0.00%
发文量
985
审稿时长
15 weeks
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