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基于固定翼无人机激光雷达点云数据的输电线路三维建模与树障分析
作者姓名:阮峻  陶雄俊  韦新科  李红盛
作者单位:1.中国南方电网有限责任公司超高压输电公司昆明局,昆明 650000
基金项目:中国南方电网有限责任公司超高压输电公司2018年第一批科技项目0002200000035768广东省科学院实施创新驱动发展能力建设专项2017GDASCX-0101,2017GDASCX-0601广东省引进创新创业团队项目2016ZT06D336广东省重大科技专项2017B010117008广州市科技计划项目201604016047,201806010106广州市水务科技项目SW-2018-001
摘    要:  目的]  针对当前输电线路树障巡检周期长、作业强度大、无法保证巡检结果客观性与完整性的问题,提出了一套基于固定翼无人机三维激光点云数据进行输电线路三维建模及树障隐患智能识别的方法。  方法]  通过固定翼无人机搭载三维激光扫描仪获取输电线路点云数据,提取点云中电力线点并模拟出完整电力线,计算电力线与电力线保护区范围内植被的欧式距离,将计算的结果与电力线安全规范比较得到树障点或预警点等信息。  结果]  试验结果表明:自动拟合的电力线误差较小,满足树障检测的要求。  结论]  研究方法可自动、快速、完整地提取电力线,且提取精度满足树障检测的精度要求,可大幅提升现有输电线路树障隐患检测的质量与效率。

关 键 词:无人机    激光点云    输电线路    树障缺陷
收稿时间:2018-09-13

3D Modeling and Tree Barrier Analysis of Transmission Lines Based on LIDAR Point Cloud Data of Fixed Wing UAV
Affiliation:1.China Souther Grid Corp Ultra High Voltage Transmission Companies Kunming Bureau, Kunming 650000, China2.Guangzhou Institute of Geography, Guangzhou 510070, China
Abstract:  Introduction]  Aiming at the problems of long inspection period, high operation intensity and no guarantee of objectivity and integrity of inspection results of the current tree barrier inspection of transmission line, this paper presents a method for three-dimensional modeling of transmission lines and intelligent identification of dangers of tree barriers based on three-dimensional laser point cloud data of fixed-wing UAV.  Method]  Point cloud data of transmission lines was collected by three-dimensional laser scanner equipped with fixed wing UAVs, then extracted the power line points in the point cloud and simulate the complete power lines, calculated the euclidean distance between vegetation and power line protection area, and we can get the information of tree barriaer points or early-warning points through comparing the calculated results with the power line safety specifications.  Result]  The test results showed that the error of automatic fitting power line is small, which meeted the requirements of tree barrier detection.  Conclusion]  This method can extract power lines automatically, quickly and completely, and the extraction accuracy meets the accuracy requirements of tree barrier detection, greatly improved the quality and efficiency of existing tree barrier danger detection method of transmission line.
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