基于免疫算法的含分布式电源配电网的故障定位
CSTR:
作者:
作者单位:

(1.中国矿业大学电气与动力工程学院,江苏 徐州 221008; 2.江苏省宿迁供电公司,江苏 宿迁 223800)

作者简介:

陈 奎(1973—),男,博士,副教授,从事电力系统自动化和继电保护领域的教学、研究工作;E-mail:894654081@qq.com
张 云(1991—),男,通信作者,硕士研究生,主要研究方向为分布式发电系统的继电保护。E-mail:894654081@ qq.com

通讯作者:

中图分类号:

基金项目:

国家自然科学基金项目(51407183)


Fault-section location of distribution network containing distributed generation based on immune algorithm
Author:
Affiliation:

(1.School of Electrical and Power Engineering, China University of Mining & Technology, Xuzhou 221008, China;2. Suqian Power Supply Company of Jiangsu Province, Suqian 223800, China)

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    分布式电源(DG)的接入,使传统配电网络拓扑结构从单电源辐射状网络变成复杂的多电源网络。在这种情况下,传统的故障定位算法已不再适用。针对这一问题,提出了一种新的基于故障电流的故障定位算法——免疫算法。首先,针对含DG的配电网,构建了适应多个分布式电源的故障电流编码方式和适应多个分布式电源的开关函数。其次,相比传统的遗传算法,免疫算法通过计算抗体的匹配程度和浓度对个体进行评价,并且增加了记忆单元保证了算法进化过程中抗体的多样性从而避免了遗传算法中的‘早熟’收敛问题。最后,通过Matlab建模仿真,验证了该算法适用于含分布式电源(DG)配电网的故障定位,并具有一定的快速性和容错性。

    Abstract:

    The connection of DG makes distribution network topology be changed from single-power radial network to complicated network with multi-power. Under such condition, traditional fault location algorithm is no longer applicable. To solve this problem, this paper proposes a new fault location algorithm based on fault current —— immune algorithm. First, according to the distribution network with DG, the fault current coding mode adapting to multiple distributed power supply and the switching function of multiple distributed power supply are constructed. Secondly, compared with the traditional genetic algorithm, the immune algorithm evaluates the individuals by calculating the affinity and concentration of the individual and increases the memory unit to ensure the diversity of the antibody during the evolution of the algorithm, thus avoiding the 'premature' convergence problem. Finally, through the Matlab modeling and simulation, it is proved that the algorithm is suitable for fault location of distribution network with distributed generation (DG), and has a certain speediness and fault tolerance. This work is supported by National Natural Science Foundation of China (No. 51407183).

    参考文献
    相似文献
    引证文献
引用本文

陈奎,张云,王洪寅,等.基于免疫算法的含分布式电源配电网的故障定位[J].电力系统保护与控制,2017,45(24):57-62.[CHEN Kui, ZHANG Yun, WANG Hongyin, et al. Fault-section location of distribution network containing distributed generation based on immune algorithm[J]. Power System Protection and Control,2017,V45(24):57-62]

复制
分享
相关视频

文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2016-11-27
  • 最后修改日期:2017-03-16
  • 录用日期:
  • 在线发布日期: 2017-12-20
  • 出版日期:
文章二维码
关闭
关闭