Qifeng Huang, A. Zheng, Xuesong Shao, Xiaoquan Lu, Meimei Duan
{"title":"Graph embedding and its application in defect detection system","authors":"Qifeng Huang, A. Zheng, Xuesong Shao, Xiaoquan Lu, Meimei Duan","doi":"10.1109/SPAC.2017.8304363","DOIUrl":null,"url":null,"abstract":"Recent years, auto meter reading system performance has been the focus of research. In this paper, we apply graph analysis method to embedding the node in the power system to detect the defect in auto meter reading system. We use decision tree algorithm to determine the problematic nodes. We tried five kinds of graph embedding methods to experiment. We find that these methods have improved the accuracy of fault diagnosis to a certain extend.","PeriodicalId":161647,"journal":{"name":"2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)","volume":"778 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPAC.2017.8304363","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Recent years, auto meter reading system performance has been the focus of research. In this paper, we apply graph analysis method to embedding the node in the power system to detect the defect in auto meter reading system. We use decision tree algorithm to determine the problematic nodes. We tried five kinds of graph embedding methods to experiment. We find that these methods have improved the accuracy of fault diagnosis to a certain extend.