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文章摘要
基于烟花算法计算莱文斯坦距离权重的虚端子自动连接方法
Virtual terminal automatic connection method for calculating Levenstein distance weight based on fireworks algorithms
Received:April 13, 2020  Revised:April 13, 2020
DOI:10.19753/j.issn1001-1390.2023.11.012
中文关键词: 智能变电站  虚端子  莱文斯坦距离相似度  距离权重向量  烟花算法
英文关键词: smart substation, virtual terminal, Levenstein distance similarity, distance weight vector, fireworks algorithm
基金项目:
Author NameAffiliationE-mail
LI Teng* School of Electrical Engineering, Sichuan University 489631801@qq.com 
LV Feipeng School of Electrical Engineering, Sichuan University fp.lu@163.com 
WANG Xingyu School of Electrical Engineering, Sichuan University  
ZHANG Haiyang School of Electrical Engineering, Sichuan University  
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中文摘要:
      目前智能变电站IED(intelligent electronic device)虚端子连接主要为人工连接方式,由于虚端子数目多,名称相似度高,在连接IED虚端子时工作量大、效率低且易出错,因此文中研究了基于烟花算法计算莱文斯坦距离权重相似度的虚端子自动连接方法。所提方法基于建立的莱文斯坦距离相似度模型,计算出虚端子相似度,建立距离权重向量优化模型,利用其他智能变电站已完成的虚连接信息,运用烟花算法训练出最佳距离权重向量,使待匹配IED虚端子连接成功。仿真算例表明,所提方法利用已完成的同类IED虚连接信息,高效、准确地将待匹配IED虚端子自动相连。能够有效地提高智能变电站的工作效率和可靠性。
英文摘要:
      At present, intelligent electronic device (IED) virtual terminal connection of smart substation is mainly manual connection. Due to the large number of virtual terminals and high similarity of names, the workload of IED virtual terminals is large, and the efficiency is low and error-prone. Automatic connection method of virtual terminals based on firework algorithm for calculating distance weight similarity of Levinstein is proposed in this paper. This method is established based on the Levinstein distance similarity model, calculates the virtual terminal similarity, establishes a distance weight vector optimization model, uses the completed virtual connection information of other smart substations, and adopts the firework algorithm to train the optimal distance weight vector. The virtual terminal of the IED to be matched is successfully connected. Simulation examples show that this method uses the completed IED virtual connection information to automatically and efficiently connect the IED virtual terminals to be matched, which can effectively improve the efficiency and reliability of smart substations.
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