Power transmission line pin-level defect identification system based on reinforcement learning

• Main Authors: DENG CHUNMING, TAN WENHAI, WANG HAILIN, SHI ZHONGCHENG, QIN MINGSHENG, TANG JINPENG, TAN KUN, WANG JIANG, HUANG DONG, LAN JIANMENG, JIANG YINGJUN, YA WANGZHOU, WEI YIJIAN, WEI JIYI, WEI WEI
• Format: Patent
• Language: Chinese; English
• Published: 07.01.2022
• Subjects: ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVEREDIN A SINGLE OTHER SUBCLASS; CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES; MEASURING; MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR; PHYSICS; TARIFF METERING APPARATUS; TESTING

The invention provides a power transmission line pin-level defect identification system based on reinforcement learning, which comprises a camera, a database, a switch, a server, a data receiving end, a data sending end, a router and a display end which are connected in sequence. The camera collects an image of a power transmission line, the image is sent to the server through the switch and the server processes the power transmission line image and then sends the power transmission line image to the display end through the data receiving end, the data sending end and the router. The power transmission line pin-level defect identification system based on reinforcement learning can accurately detect the pin-level defect of the power transmission line, avoids missing detection or false detection, and is good in safety. The system is simple and convenient to install and suitable for batch production and use. 本发明提供一种基于强化学习的输电线路销钉级缺陷识别系统，包括依次连接的摄像机、数据库、交换机、服务器、数据接收端、数据发送端、路由器和显示端，摄像机采集输电线路图像后，通过交换机发送给服务器，服务器对输电线路图