Graph embedding and its application in defect detection system

机译：图嵌入及其在缺陷检测系统中的应用

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摘要

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.

机译：近年来，自动抄表系统的性能一直是研究的重点。本文采用图分析的方法将节点嵌入电力系统中，以检测自动抄表系统中的缺陷。我们使用决策树算法来确定有问题的节点。我们尝试了五种图形嵌入方法进行实验。我们发现这些方法在一定程度上提高了故障诊断的准确性。

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来源
《2017 International Conference on Security, Pattern Analysis, and Cybernetics》|2017年|690-695|共6页
会议地点 Shenzhen(CN)
作者
Qifeng Huang; Aixia Zheng; Xuesong Shao; Xiaoquan Lu; Meimei Duan;
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作者单位

State Grid Jiangsu Electric Power Company Research Institute, Nanjing 211103;

State Grid Jiangsu Electric Power Company Research Institute, Nanjing 211103;

State Grid Jiangsu Electric Power Company Research Institute, Nanjing 211103;

State Grid Jiangsu Electric Power Company Research Institute, Nanjing 211103;

State Grid Jiangsu Electric Power Company Research Institute, Nanjing 211103;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Monitoring; Decision trees; Meter reading; Open area test sites; Data models; Fault diagnosis; Security;

机译：监控;决策树;仪表读数;开阔地测试场所;数据模型;故障诊断;安全性;;

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1. Structural Material Anomaly Detection System Using Water Chemistry Data, (I)Basic Structure of Anomaly Detection System and Its Application for Fuel Defect Detection [J] . Shunsuke UCHIDA, Yamato ASAKURA, Masao KITAMURA, Journal of nuclear science and technology . 1986,第3期

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2. Comparison between Microwave Infrared Thermography and CO2 Laser Infrared Thermography in Defect Detection in Applications with CFRP [J] . Sam-Ang Keo, Didier Defer, Florin Breaban, Materials Sciences and Applications . 2013,第10期

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3. A modified neighborhood preserving embedding-based incipient fault detection with applications to small-scale cyber-physical systems [J] . Chen Hongtian, Wu Jianping, Jiang Bin, ISA Transactions . 2020,第1期

机译：一种修改的邻域，保留基于嵌入的初期的故障检测，其中应用于小型网络物理系统
4. Graph embedding and its application in defect detection system [C] . Qifeng Huang, Aixia Zheng, Xuesong Shao, International Conference on Security, Pattern Analysis, and Cybernetics . 2017

机译：图形嵌入及其在缺陷检测系统中的应用
5. In-camera defect detection with applications to Web inspection systems. [D] . Hajimowlana, Sayed Hossain. 1999

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6. Project Gatekeeper: An Entrance Control System Embedded Radiation Detection Capability for Security Applications [O] . Peter G. Martin, Yannick Verbelen, Elia Sciama Bandel, 2020

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Graph embedding and its application in defect detection system

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