变电站无人机巡检工作及应用探索  

Drone-assisted Substation Inspection and Its Applicative Practice

作　　者：宁庆 竺德 付启明 张译 陈翔 NING Qing;ZHU De;FU Qiming;ZHANG Yi;CHEN Xiang(Third Substation Management Institute of Guangzhou Power Supply Bureau,Guangzhou 510000,China;Anhui University,Hefei 230601,China)

机构地区：[1]广州供电局变电管理三所,广东广州510000 [2]安徽大学,安徽合肥230601

出　　处：《电工技术》2024年第15期119-123,共5页Electric Engineering

摘　　要：科技的发展使得电力系统更加智能化和自动化,采用无人机巡检是提升户外敞开式变电站巡检效率的有效途径。要实现无人机巡检的广泛应用,还需要解决一些技术和管理问题。根据广州供电局变电管理三所18座户外敞开式设备变电站的无人机巡检工作部署实施情况,总结了无人机巡视设备的特点,同时对应用中存在的问题提出了解决方案,开展了基于深度学习算法的电力设备的图像识别及其相关应用研究。The development of science and technology makes the power system more intelligent and automatic.The application of drone-assisted inspection is an effective way to improve the efficiency of open-style substation inspection.In order to realize the extensive application of drone-assisted inspection,some technical and management problems still need to be solved.Based on the deployment and implementation related to drone-assisted inspection in 18 open-style substation of Guangzhou power supply bureau,this paper summarizes the characteristics of drone-based patrol equipment,and proposes solutions for applicative problems.Study on image recognition and its related application based on deep learning algorithm are performed.

关 键 词：无人机 巡检系统 变电站巡视 人工智能 图像识别 

分 类 号：TM755[电气工程—电力系统及自动化]