Design of Meter-Reading Recognition System for Intelligent Converter Station Based on Machine Vision Technology

被引:0
|
作者
Gao, Xuefei [1 ]
Guo, Weiming [1 ]
Lu, Guosheng [1 ]
Huang, Zhenlin [1 ]
Jiang, Haijiao [2 ]
Ren, Weihua [2 ]
机构
[1] Guangzhou Bur EHV Power Transmiss Co, China Southern Power Grid, Guangzhou, Peoples R China
[2] ZXCLAA Technol SuZhou Co Ltd, Suzhou, Peoples R China
关键词
machine vision; intelligent converter station; digital recognition; design;
D O I
10.1117/12.2628641
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In order to avoid reading errors due to artificial factors and improve work efficiency and effectiveness, taking the application of "machine vision technology" as an example, we design a smart converter station meter reading recognition system with perfect functions and strong practicability. First, the overall architecture design of the system is analyzed. Secondly, starting from the three aspects of image preprocessing, feature vector extraction, and reading recognition, the design of the digital meter reading recognition module is completed. Finally, starting from the server-side software system framework, system function module design, data structure and communication design, etc., the design of the server-side data back-end processing software system is completed. The results show that under the application background of machine vision technology, the meter-reading recognition system of intelligent converter station is operating normally, reliably and stably, and the realization of each functional module meets the relevant design requirements and meets the actual application requirements. It is hoped that this research will provide effective reference and reference for relevant practitioners.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] A machine learning based intelligent vision system for autonomous object detection and recognition
    Ramik, Dominik Maximilian
    Sabourin, Christophe
    Moreno, Ramon
    Madani, Kurosh
    APPLIED INTELLIGENCE, 2014, 40 (02) : 358 - 375
  • [22] A machine learning based intelligent vision system for autonomous object detection and recognition
    Dominik Maximilián Ramík
    Christophe Sabourin
    Ramon Moreno
    Kurosh Madani
    Applied Intelligence, 2014, 40 : 358 - 375
  • [23] Design of Centralized Remote-reading Meter System and Intelligent Network Water Meter
    Li, Chuanfeng
    Li, Chen
    Diao, Wenguang
    Zhang, Shuran
    PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONIC, INDUSTRIAL AND CONTROL ENGINEERING, 2014, 5 : 1123 - 1127
  • [24] Intelligent Recognition of Production Date Based on Machine Vision
    Sun, Xiaona
    Gao, Guohua
    Tian, Boxing
    Li, Bowen
    Zhang, Sai
    Huang, Juan
    2019 3RD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, AUTOMATION AND CONTROL TECHNOLOGIES (AIACT 2019), 2019, 1267
  • [25] Design of intelligent recognition system based on gait recognition technology in smart transportation
    Yang, Jiachen
    Zhou, Jianxiong
    Fan, Dayong
    Lv, Haibin
    MULTIMEDIA TOOLS AND APPLICATIONS, 2016, 75 (24) : 17501 - 17514
  • [26] Design of intelligent recognition system based on gait recognition technology in smart transportation
    Jiachen Yang
    Jianxiong Zhou
    Dayong Fan
    Haibin Lv
    Multimedia Tools and Applications, 2016, 75 : 17501 - 17514
  • [27] Research on the Construction of Intelligent Meter Reading System Based on Energy Metering Integrated Acquisition Technology
    Gao Chen
    Ding Zhongan
    Zhan Shian
    Chen Wuxiao
    Ye Kunrong
    2019 5TH INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND MATERIAL APPLICATION, 2020, 440
  • [28] Image Recognition-Based Design of Intelligent Railway Station Diversion System
    Li, Hong
    Liu, Guocheng
    2020 IEEE CONFERENCE ON TELECOMMUNICATIONS, OPTICS AND COMPUTER SCIENCE (TOCS), 2020, : 14 - 17
  • [29] An Intelligent Methods for Pointer Instrument Reading Based on Machine Vision
    Liu, Huanjun
    PROCEEDINGS OF 2016 INTERNATIONAL CONFERENCE ON MODELING, SIMULATION AND OPTIMIZATION TECHNOLOGIES AND APPLICATIONS (MSOTA2016), 2016, 58 : 393 - 396
  • [30] Smart Meter Reading System Based on Cognitive Technology
    Hu Dongjing
    Zu Yunxiao
    Hou Bin
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTER, NETWORKS AND COMMUNICATION ENGINEERING (ICCNCE 2013), 2013, 30 : 495 - 498