Acta Optica Sinica, Volume. 44, Issue 22, 2212001(2024)

Early Warning for Wind Turbine Blade Collision Using the Event Camera

Yifei Bian1,2, Taihang Lei1,2, Zibin Liu1,2, Banglei Guan1,2、*, Yang Shang1,2, and Qifeng Yu1,2
Author Affiliations
  • 1College of Aerospace Science and Engineering, National University of Defense Technology, Changsha 410073, Hunan , China
  • 2Hunan Provincial Key Laboratory of Image Measurement and Vision Navigation, Changsha 410073, Hunan , China
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    Figures & Tables(15)
    Flow chart of wind turbine blade collision warning method based on the event camera
    Accumulated event frames according to monitoring frequency requirement
    Polarity of events generated by blade tip movement at the minimum clearance distance position
    Pseudo candidate blade tip distribution map
    Distance from blade tips to optical axis
    Three-dimensional scanning model diagram of wind turbine. (a) Front view; (b) left view
    Raw event stream output by the event camera
    Accumulated event frame results at different time intervals. (a) 1/30 s; (b) 1/100 s; (c) 1/500 s; (d) 1/1000 s ; (e) 1/5000 s;
    Comparison of event camera and optical camera outputs. (a) Optical camera captures the current frame; (b) accumulated event frames over 1/30 s time interval; (c) optical camera captures the next frame
    Optical camera image capture under harsh lighting conditions. (a) 100 ms exposure time; (b) minimum exposure time (50 ms)
    Event frames accumulated at intervals of 1/1000 s. (a) Blade at the same position in Fig. 10(a); (b) blade at the same position in Fig. 10(b)
    Accuracy verification of leaf tip coordinate extraction. (a) Precision displacement stage; (b) camera installation location
    Minimum clearance distance measured by the event camera and the optical camera
    • Table 1. Accuracy validation of blade tips extraction

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      Table 1. Accuracy validation of blade tips extraction

      ParameterRight displacementLeft displacement
      Set displacement distance /mm5010050100
      Measurement distance /mm49.2100.449.599.3
      Measurement error /mm0.80.40.50.7
    • Table 2. Measurement results of minimum clearance distance

      View table

      Table 2. Measurement results of minimum clearance distance

      Clearance distanceThe first cycleThe second cycleThe third cycleAverage distance
      Event cameraOptical cameraEvent cameraOptical cameraEvent cameraOptical cameraEvent cameraOptical camera
      The first blade /m8.428.588.528.628.708.908.558.70
      The second blade /m8.299.027.818.958.059.618.059.19
      The third blade /m8.409.338.289.498.359.338.349.38
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    Yifei Bian, Taihang Lei, Zibin Liu, Banglei Guan, Yang Shang, Qifeng Yu. Early Warning for Wind Turbine Blade Collision Using the Event Camera[J]. Acta Optica Sinica, 2024, 44(22): 2212001

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    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: May. 31, 2024

    Accepted: Aug. 19, 2024

    Published Online: Nov. 19, 2024

    The Author Email: Banglei Guan (guanbanglei12@nudt.edu.cn)

    DOI:10.3788/AOS241115

    CSTR:32393.14.AOS241115

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