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OPTIMAL DESIGN OF HARMONIC MONITORING SYSTEM IN DISTRIBUTION NETWORK BASED ON ANT COLONY ALGORITHM

  • Wei Wei
  • , Hao Yi
  • , Huaying Zhang
  • , Qing Wang
  • , Zebin Yang
  • , Fang Zhuo
  • Xi'an Jiaotong University
  • Ltd.

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

With the widespread of power electronic equipment, harmonic pollution has become increasingly serious in smart distribution networks, and thereby the construction of harmonic monitoring system becomes imperative. Considering the high cost of harmonic monitoring devices, it is uneconomic to monitor the state of all nodes and branches in distribution network. Therefore, this paper proposes an optimal design methodology of harmonic monitoring system based on modified ant colony algorithm, which aims at reducing the cost of harmonic monitoring while estimating all state variables of distribution networks. In the modified algorithm, the number of monitoring devices and the number of state variables that can be estimated jointly by two devices are regarded as the total distance and the heuristic factor of pheromone concentration between two cities, respectively. IEEE-18 bus network is employed as a local distribution network in simulation and the result shows that only six monitoring devices are required to realize the overall system states estimation. Moreover, this paper obtains real values of the system from Simulink/MATLAB for comparison. The highest error between real values and estimated values is lower than 1.0%, which demonstrates the effectiveness of the proposed method.

源语言英语
主期刊名IET Conference Proceedings
出版商Institution of Engineering and Technology
382-386
页数5
2022
版本16
ISBN(电子版)9781839537042, 9781839537059, 9781839537189, 9781839537196, 9781839537424, 9781839537615, 9781839537769, 9781839537769, 9781839537776, 9781839537813, 9781839537837, 9781839537868, 9781839537882, 9781839537899, 9781839537998, 9781839538063, 9781839538179, 9781839538186, 9781839538391
DOI
出版状态已出版 - 2022
活动CIRED 2022 Shanghai Workshop - Shanghai, Virtual, 中国
期限: 21 9月 202222 9月 2022

会议

会议CIRED 2022 Shanghai Workshop
国家/地区中国
Shanghai, Virtual
时期21/09/2222/09/22

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 11 - 可持续城市和社区
    可持续发展目标 11 可持续城市和社区

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