Laser & Optoelectronics Progress, Volume. 62, Issue 12, 1237011(2025)

Robust Method for Automatic Positioning Photovoltaic Panels Through Drone Images

Bohao Gao, Hao Li*, and Peng Zhu
Author Affiliations
  • School of Earth Sciences and Engineering, Hohai University, Nanjing 211100, Jiangsu , China
  • show less
    References(21)

    [2] Ding M, Wang W S, Wang X L et al. A review on the effect of large-scale PV generation on power systems[J]. Proceedings of the CSEE, 34, 1-14(2014).

    [3] Wang P Z, Zheng S C. Fault analysis of photovoltaic array based on infrared image[J]. Acta Energiae Solaris Sinica, 31, 197-202(2010).

    [6] Guo L, Liu Z X. Improved YOLOv5-based defect detection in photovoltaic modules[J]. Laser & Optoelectronics Progress, 60, 2015005(2023).

    [7] Zhou Y, Yan Y Z, Chen H Y et al. Defect detection of photovoltaic cells based on improved YOLOv8[J]. Laser & Optoelectronics Progress, 61, 0812008(2024).

    [11] Wu D Z, Lei J, Li X L et al[P]. Photovoltaic panel positioning method, system.

    [13] Bao L J, Dai C C, Sha W L et al. Thermal spot localization method for photovoltaic panels based on unmanned aerial vehicles and thermal imaging[P].

    [15] Wang H, Yan H, Ye H R et al. Intelligent patrol inspection of photovoltaic power station based on UAVs[J]. Infrared Technology, 44, 537-542(2022).

    [16] Liu X, Zhao J W, Zhang M M. Intelligent positioning technology for drone aerial photography based on SuperGlue in photovoltaic station inspection[J]. Engineering Technology Magazine, 57-65(2024).

    [19] Heruo F, Tian X T, Liu H J et al. A UAV target localization approach based on Monte-Carlo Kalman filter[J]. Journal of Northwestern Polytechnical University, 35, 435-441(2017).

    [20] Zheng K, Yin S F, Zheng X M et al. A UAV matching positioning approach with high accuracy based on POS data[J]. Fire Control & Command Control, 48, 160-166(2023).

    Tools

    Get Citation

    Copy Citation Text

    Bohao Gao, Hao Li, Peng Zhu. Robust Method for Automatic Positioning Photovoltaic Panels Through Drone Images[J]. Laser & Optoelectronics Progress, 2025, 62(12): 1237011

    Download Citation

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

    Category: Digital Image Processing

    Received: Nov. 15, 2024

    Accepted: Dec. 25, 2024

    Published Online: Jun. 10, 2025

    The Author Email: Hao Li (lihao@hhu.edu.cn)

    DOI:10.3788/LOP242261

    CSTR:32186.14.LOP242261

    Topics