Research on UAV Intelligent Obstacle Avoidance Technology During Inspection of Transmission Line

被引:0
|
作者
Wei Chuanhu [1 ,2 ]
Zhang Fei [1 ,2 ]
Yin Chaoyuan [1 ,2 ]
Liu Yue [1 ,2 ]
Liu Liang [1 ,2 ]
Li Zongyu [1 ,2 ]
Wang Wanguo [1 ,2 ]
机构
[1] Shandong Elect Power Res Inst, Elect Power Robot Lab, SGCC, Jinan, Shandong, Peoples R China
[2] Shandong Luneng Intelligence Technol Co Ltd, Jinan, Shandong, Peoples R China
关键词
UAV; Transmission Line; Inspection; Obstacle Avoidance;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Autonomous obstacle avoidance of unmanned aerial vehicle (hereinafter referred to as UAV) in electric power line inspection process has important significance for operation safety and economy for UAV intelligent inspection system of transmission line as main content of UAV intelligent inspection system on transmission line. In the paper, principles of UAV inspection obstacle avoidance technology of transmission line are introduced. UAV inspection obstacle avoidance technology based on particle swarm global optimization algorithm is proposed after common obstacle avoidance technologies are studied. Stimulation comparison is implemented with traditional UAV inspection obstacle avoidance technology which adopts artificial potential field method. Results show that UAV inspection strategy of particle swarm optimization algorithm, adopted in the paper, is prominently better than UAV inspection strategy of artificial potential field method in the aspects of obstacle avoidance effect and the ability of returning to preset inspection track after passing through the obstacle. An effective method is provided for UAV inspection obstacle avoidance of transmission line.
引用
收藏
页码:319 / 327
页数:9
相关论文
共 50 条
  • [31] An Intelligent Annotation Platform for Transmission Line Inspection Images
    Liu, Jing
    Wang, Xiaodong
    Cui, Yingbao
    Huang, Xiaoguang
    Zhang, Linyu
    Zhang, Yang
    ADVANCES IN NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, ICNC-FSKD 2022, 2023, 153 : 673 - 681
  • [32] Binocular Vision Perception and Obstacle Avoidance of Visual Simulation System for Power Lines Inspection with UAV
    Shuai, Chen
    Wang, Honglun
    Zhang, Wei
    Yao, Peng
    Qin, Yong
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 10480 - 10485
  • [33] Rust Detection Network for Transmission Line Based on UAV Inspection
    Sun, Di
    Zhang, Chen
    Yang, Tingting
    Ren, Chao
    Yan, Kai
    Gao, Ming
    Zhang, Chuanlei
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, PT XI, ICIC 2024, 2024, 14872 : 463 - 473
  • [34] Inspection of Electric Transmission Line Fault Based on UAV Lidar
    Che, Kai
    Ding, Dongding
    Wang, Songtao
    Zhao, Qing
    NONLINEAR OPTICS QUANTUM OPTICS-CONCEPTS IN MODERN OPTICS, 2019, 51 (1-2): : 121 - 132
  • [35] Parameters Optimization of UAV for Insulator Inspection on Power Transmission Line
    Yin, Lin
    Hu, Jing
    Wang, Wenbin
    Zou, Jiachen
    He, Linxuan
    Xiong, Zhou
    Liu, Mingjun
    Li, Fan
    Tu, Youping
    IEEE ACCESS, 2022, 10 : 97022 - 97029
  • [36] Inspection of electric transmission line fault based on UAV LiDAR
    Che, Kai
    Ding, Dongding
    Wang, Songtao
    Zhao, Qing
    Nonlinear Optics Quantum Optics, 2019, 51 (1-2): : 121 - 132
  • [37] Research of Bridge Intelligent Inspection Technology and Application
    Zhong, Ji-Wei
    Wang, Bo
    Wang, Xiang
    Wang, Zheng-Xing
    Bridge Construction, 2019, 49 : 1 - 6
  • [38] Research on Intelligent Monitoring System of Intelligent Transmission Line Based on Computer Internet of Things Technology
    Zhang, Kaipeng
    Zuo, Jingxu
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (02) : 629 - 640
  • [39] A Research on Intelligent Obstacle Avoidance of Unmanned Vehicle Based on DDPG Algorithm
    Xu G.
    Zong X.
    Yu G.
    Su H.
    Qiche Gongcheng/Automotive Engineering, 2019, 41 (02): : 206 - 212
  • [40] Research on Mechanical Manufacturing with Construction of Obstacle Avoidance System for Intelligent Vehicle
    Lv Xueyan
    Zhang Yajun
    Pan Ri
    Zhuang Jian
    3RD INTERNATIONAL CONFERENCE ON ADVANCED COMPOSITE MATERIALS AND MANUFACTURING ENGINEERING (CMME 2015), 2015, : 91 - 94