电工技术2024,Issue(23) :216-220.DOI:10.19768/j.cnki.dgjs.2024.23.052

基于图像识别的电表故障检测智能终端设计

Image Recognition-based Intelligent Terminal for Fault Detection of Electricity Meters

戴鹏翔 张赢 田丽媛 左勇
电工技术2024,Issue(23) :216-220.DOI:10.19768/j.cnki.dgjs.2024.23.052

基于图像识别的电表故障检测智能终端设计

Image Recognition-based Intelligent Terminal for Fault Detection of Electricity Meters

戴鹏翔 1张赢 1田丽媛 1左勇1
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作者信息

  • 1. 安徽南瑞中天电力电子有限公司,安徽 合肥 230000
  • 折叠

摘要

提出一种基于摄像头图像比对的智能表箱故障检测系统.通过在表箱上加装带有摄像头的智能终端对电表拍照并上传至主站.主站通过边缘检测、特征提取、图像增强、比对分析等算法进行图像处理和分析.该系统经实验验证能够提高故障检测效率和准确性的潜力.

Abstract

A smart meter box fault detection system based on camera image comparison was proposed.An intelligent ter-minal with a camera was installed on the electricity meter box for image capturing,and the images were uploaded to the master station for processing through the acquisition system.In the master station,the uploaded images were processed and analyzed through a series of image processing algorithms,including edge detection,feature extraction,image en-hancement,comparison analysis,etc.The designed system was indicated by experimental verification to achieve improved efficiency and accuracy of fault detection.

关键词

图像识别/电表故障检测/实时监控/预警系统/智能检测终端

Key words

image recognition/electricity meter fault detection/real-time monitoring/early warning system/intelligent terminal

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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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