电工技术2024,Issue(14) :69-71,74.DOI:10.19768/j.cnki.dgjs.2024.14.021

基于改进贪心算法的电力通信网故障诊断方法

Modified Greedy Algorithm-based Fault Diagnosis for Power Communication Networks

鲁丛 徐丹 刘策
电工技术2024,Issue(14) :69-71,74.DOI:10.19768/j.cnki.dgjs.2024.14.021

基于改进贪心算法的电力通信网故障诊断方法

Modified Greedy Algorithm-based Fault Diagnosis for Power Communication Networks

鲁丛 1徐丹 1刘策1
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作者信息

  • 1. 国网北京大兴供电公司,北京 102600
  • 折叠

摘要

现行方法在电力通信网故障诊断中的效果不佳,灵敏度和查准率均较低,为解决现行方法存在的缺陷与不足,提出基于改进贪心算法的电力通信网故障诊断方法.利用数据采集卡采集通信网物理层、链路层、网络层和传输层状态数据信息,建立通信网故障诊断问题模型,通过对贪心算法迭代周期的优化,实现对贪心算法的改进,利用改进贪心算法求解问题模型,实现电力通信网故障诊断决策.实验证明,该设计方法灵敏度在95%以上,查全率在90%以上,在电力通信网故障诊断领域具有良好的应用前景.

Abstract

The currently prevailing fault diagnosis method for power communication networks has poor performance mani-fested by inferior sensitivity and accuracy.To address those shortcomings a modified greedy algorithm-based fault diagno-sis method for power communication networks was proposed.By employing a data acquisition card,the status data infor-mation of the communication network through the physical layer,link layer,network layer,and transmission layer were acquired,thereby establishing a communication network fault diagnosis problem model.The iteration cycle of the greedy algorithm was optimized to achieve the modified algorithm which was then used to solve the problem model and realize fault diagnosis decision-making.The proposed method was indicated by experiments to have a sensitivity of over 95% and a recall rate of over 90%,and thereby promising applicative potential in the field of power communication network fault diagnosis.

关键词

改进贪心算法/电力通信网/故障诊断/数据采集卡/问题模型/迭代周期

Key words

modified greedy algorithm/power communication network/fault diagnosis/data acquisition card/problem model/iteration period

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出版年

2024
电工技术
重庆西南信息有限公司(原科技部西南信息中心)

电工技术

影响因子:0.177
ISSN:1002-1388
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