视频图像智能识别技术在输变电系统中的应用研究综述

电网的数字化建设催生海量的数据,视频图像智能识别技术在输变电系统中的设备环境视频监控、无人化巡检等应用场景中,以强大的图像数据价值萃取能力引起广泛的关注.因此,首先介绍视频图像智能识别技术的基本概念和基本研究框架,总结在电力输变电系统中常用的图像识别技术;然后从面向电网设备和环境安全监测的智能巡检以及面向人身安全监控的...

Review of Application Research of Video Image Intelligent Recognition Technology in Power Transmission and Distribution Systems

The digital construction of the power grid has generated massive data. Video image intelligent recognition technology has attracted extensive attention for its powerful ability to extract image data value in application scenarios such as equipment and environmental video surveillance and unmanned inspection in power transmission and transformation systems, etc. In response, this paper first introduces the basic concept and research framework of video image intelligent recognition technology, and summarizes the common image recognition technologies that are commonly used in power transmission and transformation systems. Then from the two perspectives: intelligent inspection for power grid equipment and environmental safety monitoring, and intelligent patrol for personal safety monitoring, the four application research scenarios of video image intelligent recognition technology in power transmission and transformation systems are reviewed respectively. On this basis, three challenges faced by video image intelligent recognition in the application of power transmission and transformation systems are discussed, possible solutions and research ideas are put forward, and suggestions are given.