基于多模态数据的输电线路巡检方法研究进展
Research Progress on Transmission Line Inspection Methods Based on Multimodal Data
陈康 1陈彦炜 2徐鸿宇3
作者信息
- 1. 国网江苏省电力有限公司苏州供电分公司,江苏苏州 215000
- 2. 国网江苏省电力有限公司张家港市供电分公司,江苏张家港 215600
- 3. 国网江苏省电力有限公司昆山市供电分公司,江苏昆山 215300
- 折叠
摘要
输电线路巡检的目的是及时发现和消除线路设备的缺陷隐患,以保障电网的安全稳定运行.多模态数据的分析与处理为输电线路巡检提供了有效手段.综述了近年来基于多模态数据的输电线路巡检方法研究进展.首先,概述了输电线路巡检涉及的多个任务,如电力线、电力部件、电力杆塔的检测;其次,对多模态数据处理技术进行了全面介绍,包括热成像数据处理、可见光视觉检测和基于雷达的检测;最后,讨论了基于多模态数据的输电线路巡检方法目前存在的问题,并展望了进一步的研究方向.
Abstract
The purpose of power transmission line inspection is to promptly detect and eliminate potential defects in line equipment,ensuring the safe and stable operation of the power grid.The analysis and processing of multimodal data provide effective means for power transmission line inspection.This paper reviews the research progress of power transmission line inspection methods based on multimodal data in the past decade.Firstly,it outlines various tasks involved in power transmission line inspection,such as the detection of power lines,power components,and power towers.Secondly,a comprehensive introduction to multimodal data processing techniques is provided,including thermal imaging detection,visible light visual detection,and radar-based detection.Finally,the paper discusses the current challenges of power transmission line inspection methods based on multimodal data and proposes future research directions.
关键词
输电线路巡检/电力设备/多模态数据/数据融合Key words
transmission line inspection/power equipment/multimodal data/data fusion引用本文复制引用
出版年
2024
NETL
NSTL
万方数据