期刊文献+

基于数据挖掘的电缆线路智能巡检辅助系统设计 被引量:12

Data mining based intelligent inspection assistant system design for cable lines
原文传递
导出
摘要 为及时发现并解决电缆线路中存在的问题,需要对电缆智能巡检辅助系统设计方法进行研究。采用当前方法设计的电缆线路智能巡检辅助系统存在巡检效率低和故障点定位结果准确率低的问题。因此,在数据挖掘的基础上提出一种电缆线路智能巡检辅助系统设计方法,通过PDA终端巡检系统、服务端Socket信息收发系统、PC侧界面系统完成电缆线路的智能巡检。采用基于加权系统的地图匹配算法计算巡检任务定位路线轨迹与候选巡检路线之间存在的相似程度,通过相似程度得到巡检线路的总权重,选择权重最高的巡检线路作为当前的电缆巡检线路,完成电缆线路智能巡检辅助系统的设计。实验结果表明,所提方法设计的系统巡检效率高、故障定位结果准确率高。 In order to find and solve the problems in the cable line in time, the design method of the cable intelligent inspection aid system needs to be studied. The intelligent inspection aid system for cable lines designed with the current method has the problems of low inspection efficiency and low accuracy of fault point positioning results. Based on data mining,this paper proposes a method of designing an intelligent inspection aid system for cable lines. Through the PDA terminal inspection system, the server-side Socket information transceiver system, and the PC-side interface system , an intelligent inspection of cable lines is completed. The map matching algorithm based on the weighted system is used to calculate the similarity between the patrol task positioning route trajectory and the candidate patrol route. The degree of similarity is used to obtain the total weight of the inspection line, and the highest weighted inspection line is selected as the current cable patrol. Check the line and complete the design of the intelligent inspection aid system for cable lines. The experimental results show that the proposed method has high system inspection efficiency and high accuracy of fault location results.
作者 杨远 王尉军 陈静 YANG Yuan;WANG Weijun;CHEN Jing(Guizhou Power Grid Co. Ltd. Guiyang Power Supply Bureau,Guiyang 712100.China})
出处 《自动化与仪器仪表》 2019年第4期63-66,75,共5页 Automation & Instrumentation
关键词 数据挖掘 电缆线路 巡检辅助系统 data mining cable line inspection assistant system
  • 相关文献

参考文献15

二级参考文献117

共引文献190

同被引文献110

引证文献12

二级引证文献33

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部