摘要
本文综述了水电站智能化巡检技术的现状、存在的挑战及未来发展趋势。首先概述了现有技术,包括基于无人机的巡检、多元异构数据融合、端边协同计算以及知识图谱和数字孪生的新技术,指出尽管这些技术提高了巡检效率,但仍面临技术成熟度、数据处理复杂性、高成本等困难。探讨了智能化巡检在实践中的主要问题,并展望了无人机自动巡检、人工智能和物联网等技术在未来水电站巡检中的潜在应用,自动化和智能化是未来的主要发展方向。研究展望通过技术创新和策略调整,推动智能化巡检技术在水电站中的应用,期为水电站智能化巡检的未来发展提供了策略指南和实践视角。
The status,challenges,and future development trends of intelligent inspection technology for hydropower stations are summarized in this paper.Firstly,the existing technologies are summarized,including unmanned aerial vehicle(UAV)based inspection,multi-heterogeneous data fusion,end-to-end collaborative computing and new technologies such as knowledge graphs and digital twins.It was pointed out that although these technologies have improved inspection efficiency,they still face challenges such as technological maturity,data processing complexity,and high costs.The main problems of intelligent inspection in practice are discussed and the potential application of technologies such as drone automatic inspection,artificial intelligence and Internet of Things in future hydropower station inspection are discussed.Automation and intelligence are the main development directions in the future.The research is expected to promote the application of intelligent inspection technology in hydropower station through technological innovation and strategy adjustment,and provide strategy guidance and practical perspective for the future development of intelligent inspection in hydropowerstation.
作者
蒲鸥
袁柏秋
陈绍南
俞小勇
李真
PU Ou;YUAN Boqiu;CHEN Shaonan;YU Xiaoyong;LI Zhen(Power Grid Planning Research Center of Guangxi Power Grid Co.,Ltd.,Guangxi Nanning 530023,China;Postdoctoral research workstation of Guangxi Power Grid Co.,Ltd.,Guangxi Nanning 530023,China;Electric Power Research Institute of Guangxi Power Grid Co.,Ltd.,Guangxi Nanning 530023,China)
出处
《广西电力》
2023年第6期67-73,80,共8页
Guangxi Electric Power
关键词
水电站监测
无人机巡检
机器学习应用
物联网技术(IoT)
数据处理
hydropower station monitoring
unmanned aerial vehicle inspection
machine learning application
Internet of Things(loT)
data processing
