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基于边缘检测的大规模风电场送出线路纵联保护算法
引用本文:徐艳春,范钟耀,孙思涵,MI Lu.基于边缘检测的大规模风电场送出线路纵联保护算法[J].电力自动化设备,2023,43(1):90-99.
作者姓名:徐艳春  范钟耀  孙思涵  MI Lu
作者单位:三峡大学 梯级水电站运行与控制湖北省重点实验室,湖北 宜昌 443002;Department of Electrical and Computer Engineering,Texas A&M University,College Station 77840,USA
基金项目:国家自然科学基金资助项目(51707102)
摘    要:由于风电出力的波动及送出线路发生故障时故障电流的频偏特性,风电场送出线路纵联保护灵敏度下降甚至拒动,因此提出了基于边缘检测的风电场送出线路纵联保护算法。通过将风电场送出线路两侧采集到的电流构造为矩阵形式,并使用Sobel算子进行边缘检测,从而确定电流采样值变化大的部分。然后通过所识别到的线路两侧电流采样值变化大的部分计算平均梯度幅值并与整定值相比较,实现区内故障和区外故障的快速识别。最后通过PSCAD/EMTDC搭建了大规模风电场送出系统模型,验证了所提算法的适用性、速动性及抗过渡电阻能力。与现有送出线路的纵联保护相比,所提方法在风电场弱出力的情况下仍适用,且动作速度更快。

关 键 词:大规模风电场  纵联保护  继电保护  边缘检测  送出线路

Pilot protection algorithm of large-scale wind farm outgoing transmission line based on edge detection
XU Yanchun,FAN Zhongyao,SUN Sihan,MI Lu.Pilot protection algorithm of large-scale wind farm outgoing transmission line based on edge detection[J].Electric Power Automation Equipment,2023,43(1):90-99.
Authors:XU Yanchun  FAN Zhongyao  SUN Sihan  MI Lu
Affiliation:Hubei Provincial Key Laboratory of Operation and Control of Cascaded Hydropower Station, China Three Gorges University, Yichang 443002, China; Department of Electrical and Computer Engineering, Texas A&M University, College Station 77840, USA
Abstract:Due to the fluctuation of wind power output and the frequency offset characteristics of fault current when the outgoing transmission line fails, the sensitivity of the pilot protection of wind farm outgoing transmission line decreases or even protection refuses to operate. Therefore, the pilot protection of wind farm outgoing transmission line based on edge detection is proposed. By constructing the current collected on both sides of the wind farm outgoing transmission line as a matrix, and using Sobel operator for edge detection, the part where the current sampling value changes greatly is determined. Then, the average gradient amplitude is calculated and compared with the set value by the identified part with large changes in the current sampling values on both sides of the line, so as to realize the rapid identification of internal faults and external faults. Finally, a large-scale wind farm outgoing transmission system model is built by PSCAD/EMTDC to verify the applicability, rapidity and ability against transition resistance of the proposed algorithm. Compared with the existing pilot protection of transmission lines, the proposed method is still applicable when the wind farm output is weak and the operation speed is faster.
Keywords:large-scale wind farms  pilot protection  relay protection  edge detection  outgoing transmission line
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