Optics and Precision Engineering, Volume. 32, Issue 8, 1175(2024)

Monocular vision transmission line sag measurement method based on local photography

Guanhua HU1... Chenghui SUN2,*, Liqun SHEN2 and Tao HU2 |Show fewer author(s)
Author Affiliations
  • 1School of Mechanical Engineering & Automation, Northeastern University, Shenyang089, China
  • 2School of Instrumentation Science and Engineering, Harbin Institute of Technology, Harbin150001, China
  • show less
    References(27)

    [1] [1] 陈凯, 罗兆楠, 江海涛. 特高压变电站软母线弧垂测量方法[J]. 山东电力技术, 2019, 46(1): 10-13. doi: 10.3969/j.issn.1007-9904.2019.01.004CHENK, LUOZ N, JIANGH T. Sag measurements of flexible busbar in UHV substations[J]. Shandong Electric Power, 2019, 46(1): 10-13.(in Chinese). doi: 10.3969/j.issn.1007-9904.2019.01.004

    [2] A U MAHIN, S N ISLAM, M F HOSSAIN. Millimeter wave based sag measurement using parabolic approximation for smart grid overhead transmission line monitoring, 1-5(2019).

    [3] C MENSAH-BONSU, U F KREKELER, G T HEYDT et al. Application of the Global Positioning System to the measurement of overhead power transmission conductor sag. IEEE Transactions on Power Delivery, 17, 273-278(2002).

    [4] C MENSAH-BONSU, G T HEYDT. Real-time digital processing of GPS measurements for transmission engineering. IEEE Transactions on Power Delivery, 18, 177-182(2003).

    [5] S KAMBOJ, R DAHIYA. Application of GPS for sag measurement of overhead power transmission line. International Journal on Electrical Engineering and Informatics, 3, 268-277(2011).

    [6] T S HSU, H CHIEH CHIU, Y C YANG et al. An IoT-based sag monitoring system for overhead transmission lines, 515-519(2019).

    [7] A P ABRAHAM, S ASHOK. Gyro-accelerometric SAG analysis and online-monitoring of transmission lines using line recon robot, 1036-1040(2012).

    [8] J A JIANG, H C CHIU, Y C YANG et al. On real-time detection of line sags in overhead power grids using an IoT-based monitoring system: theoretical basis, system implementation, and long-term field verification. IEEE Internet of Things Journal, 9, 13096-13112(2022).

    [9] Z J ZHENG, J H LIU, B Y ZHOU et al. Research on UAV sag measurement system based on 3D lidar, 1-7(2020).

    [10] E GOLINELLI, S MUSAZZI, U PERINI et al. Conductors sag monitoring by means of a laser based scanning measuring system: experimental results, 1-4(2012).

    [11] A KWINTA, K WAŻYDRĄG, M ZYGMUNT. Analysis of power lines span geometry based on TLS measurements. E3S Web of Conferences, 55(2018).

    [12] A U MAHIN, M F HOSSAIN. Millimeter wave based sag measurement technique for overhead transmission lines in smart-grid, 1-5(2019).

    [13] S KAMBOJ, R DAHIYA. Designing and Implementation of Overhead Conductor Altitude Measurement System Using GPS for Sag Monitoring. Intelligent Computing Techniques for Smart Energy Systems, 183-194(2019).

    [14] A T ZENGIN, G ERDEMIR, T C AKINCI et al. Measurement of power line sagging using sensor data of a power line inspection robot. IEEE Access, 8, 99198-99204(2020).

    [15] E GOLINELLI, U PERINI, G OGLIARI. A New IR laser scanning system for power lines SAG measurements, 1-4(2016).

    [16] S JEONG, D KIM, S KIM et al. Real-time environmental cognition and sag estimation of transmission lines using UAV equipped with 3-D lidar system. IEEE Transactions on Power Delivery, 36, 2658-2667(2021).

    [17] [17] 郭明, 孙梦溪, 黄明, 等. 融合激光雷达与无人机的特大钢结构高精度测量[J]. 光学 精密工程, 2021, 29(5): 989-998. doi: 10.37188/OPE.20212905.0989GUOM, SUNM X, HUANGM, et al. High-precision measurement of steel structure based on LiDAR and UAV[J]. Opt. Precision Eng., 2021, 29(5): 989-998.(in Chinese). doi: 10.37188/OPE.20212905.0989

    [18] [18] 张星, 王孟, 王政, 等. 基于单目测量方法的架空导线弧垂实验研究[J]. 电力科学与工程, 2018, 34(5): 65-69. doi: 10.3969/j.ISSN.1672-0792.2018.05.012ZHANGX, WANGM, WANGZ, et al. Experimental study of overhead conductor sag based on monocular measurement[J]. Electric Power Science and Engineering, 2018, 34(5): 65-69.(in Chinese). doi: 10.3969/j.ISSN.1672-0792.2018.05.012

    [19] A MOLAEI, H D TAGHIRAD, J DARGAHI. Extracting of sagging profile of overhead power transmission line via image processing, 1-5(2018).

    [20] E PASTUCHA, E PUNIACH, A ŚCISŁOWICZ et al. 3D reconstruction of power lines using UAV images to monitor corridor clearance. Remote Sensing, 12, 3698(2020).

    [21] A ABED, M GLASS, H TRABELSI et al. Sag monitoring of overhead power lines based on image processing. Tunisia, 142-146(2021).

    [22] A SAFDARINEZHAD, M J ABDOLLAHIFARD, A GANJALI. A photogrammetric solution for measurement of power lines sag via integration of image and accelerometer data of a smartphone. Measurement, 199, 111493(2022).

    [23] Y WENG, T B ZHOU, Y J LI et al. NAS-unet: neural architecture search for medical image segmentation. IEEE Access, 7, 44247-44257(2019).

    [24] Y W HOU, Z Y LIU, T ZHANG et al. C-UNet: complement UNet for remote sensing road extraction. Sensors, 21, 2153(2021).

    [25] P K GADOSEY, Y J LI, E ADJEI AGYEKUM et al. SD-UNet: stripping down U-net for segmentation of biomedical images on platforms with low computational budgets. Diagnostics, 10, 110(2020).

    [26] [26] 徐胜军, 张若暄, 孟月波, 等. 融合分形几何特征Resnet遥感图像建筑物分割[J]. 光学 精密工程, 2022, 30(16): 2006-2020. doi: 10.37188/ope.20223016.2006XUS J, ZHANGR X, MENGY B, et al. Fusion of fractal geometric features Resnet remote sensing image building segmentation[J]. Opt. Precision Eng., 2022, 30(16): 2006-2020.(in Chinese). doi: 10.37188/ope.20223016.2006

    [27] O ARıK, S E YUKSEL. Mobile device camera calibration using building images and onboard accelerometer. IEEE Transactions on Instrumentation and Measurement, 71, 5022208(2022).

    Tools

    Get Citation

    Copy Citation Text

    Guanhua HU, Chenghui SUN, Liqun SHEN, Tao HU. Monocular vision transmission line sag measurement method based on local photography[J]. Optics and Precision Engineering, 2024, 32(8): 1175

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Oct. 26, 2023

    Accepted: --

    Published Online: May. 29, 2024

    The Author Email: SUN Chenghui (sunchenghui11@163.com)

    DOI:10.37188/OPE.20243208.1175

    Topics