Inspection of Aircraft Wing Panels Using Unmanned Aerial Vehicles

被引:10
|
作者
Tzitzilonis, Vasileios [1 ]
Malandrakis, Konstantinos [1 ]
Fragonara, Luca Zanotti [2 ]
Domingo, Jose Angel Gonzalez [2 ]
Avdelidis, Nicolas P. [1 ]
Tsourdos, Antonios [1 ]
Forster, Kevin [3 ]
机构
[1] Cranfield Univ, Ctr Autonomous & Cyber Phys Syst, Cranfield MK43 0AL, Beds, England
[2] Ctr Struct Assembly & Intelligent Automat, Cranfield MK43 0AL, Beds, England
[3] Airbus UK, Broughton CH4 0DR, Wales
关键词
Non-Destructive Testing; ultraviolet light; automated inspection; defects detection; UAV; image processing; QUALITY ASSESSMENT;
D O I
10.3390/s19081824
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In large civil aircraft manufacturing, a time-consuming post-production process is the non-destructive inspection of wing panels. This work aims to address this challenge and improve the defects' detection by performing automated aerial inspection using a small off-the-shelf multirotor. The UAV is equipped with a wide field-of-view camera and an ultraviolet torch for implementing non-invasive imaging inspection. In particular, the UAV is programmed to perform the complete mission and stream video, in real-time, to the ground control station where the defects' detection algorithm is executed. The proposed platform was mathematically modelled in MATLAB/SIMULINK in order to assess the behaviour of the system using a path following method during the aircraft wing inspection. In addition, two defect detection algorithms were implemented and tested on a dataset containing images obtained during inspection at Airbus facilities. The results show that for the current dataset the proposed methods can identify all the images containing defects.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Inspection of Aircraft Wing Panels Using Unmanned Aerial Vehicles
    Malandrakis, Konstantinos
    Savvaris, Al
    Domingo, Jose Angel Gonzalez
    Avdelidis, Nick
    Tsilivis, Panagiotis
    Plumacker, Florence
    Fragonara, Luca Zanotti
    Tsourdos, Antonios
    [J]. 2018 5TH IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR AEROSPACE (METROAEROSPACE), 2018, : 56 - 61
  • [2] An Autonomous Aircraft Inspection System using Collaborative Unmanned Aerial Vehicles
    Saha, Arindam
    Kumar, Lokesh
    Sortee, Sarvesh
    Dhara, Bibhas Chandra
    [J]. 2023 IEEE AEROSPACE CONFERENCE, 2023,
  • [3] Technology for the Visual Inspection of Aircraft Surfaces Using Programmable Unmanned Aerial Vehicles
    Yu. B. Blokhinov
    V. A. Gorbachev
    A. D. Nikitin
    S. V. Skryabin
    [J]. Journal of Computer and Systems Sciences International, 2019, 58 : 960 - 968
  • [4] Technology for the Visual Inspection of Aircraft Surfaces Using Programmable Unmanned Aerial Vehicles
    Blokhinov, Yu. B.
    Gorbachev, V. A.
    Nikitin, A. D.
    Skryabin, S. V.
    [J]. JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2019, 58 (06) : 960 - 968
  • [5] Surfzone Monitoring Using Rotary Wing Unmanned Aerial Vehicles
    Brouwer, Ronald L.
    de Schipper, Matthieu A.
    Rynne, Patrick F.
    Graham, Fiona J.
    Reniers, Ad J. H. M.
    MacMahan, Jamie H.
    [J]. JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY, 2015, 32 (04) : 855 - 863
  • [6] Application of unmanned aerial vehicles for radiological inspection
    Vale, Alberto
    Ventura, Rodrigo
    Carvalho, Paulo
    [J]. FUSION ENGINEERING AND DESIGN, 2017, 124 : 492 - 495
  • [7] Autonomous Visual Inspection of Industrial Plants Using Unmanned Aerial Vehicles
    Scognamiglio, Vincenzo
    Caccavale, Riccardo
    Merone, Pasquale
    de Crescenzo, Alessandro
    Ruggiero, Fabio
    Lippiello, Vincenzo
    [J]. 2024 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS, ICUAS, 2024, : 1148 - 1154
  • [8] Inspection of high-voltage lines using unmanned aerial vehicles
    Belyaev, P., V
    Golovsky, A. P.
    [J]. MECHANICAL SCIENCE AND TECHNOLOGY UPDATE (MSTU 2019), 2019, 1260
  • [9] Pavement Inspection in Transport Infrastructures Using Unmanned Aerial Vehicles (UAVs)
    Feitosa, Ianca
    Santos, Bertha
    Almeida, Pedro G.
    [J]. SUSTAINABILITY, 2024, 16 (05)
  • [10] Semiautonomous Pipeline Inspection Using Infrared Thermography and Unmanned Aerial Vehicles
    Usamentiaga, Ruben
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (02) : 2540 - 2550