Knowledge Network Node
China Measurement ＆ Test. Core
(Accepted Version) Online First Publishing Date: 2023-02-08 10:46:06

Human-in-the-loop infrared defect detection and measurement of wind turbine bladesChinese Full TextEnglish Full Text (MT)

WANG Hongjin;DU Xu;ZHAO Lijie;HE Yunze;LI Jie;

Abstract: In the In the process of achieving unmanned and intelligent inspection of wind turbine blades， the preparation and labeling of data sets seriously affects the prediction accuracy of deep learning networks. This is particularly important in unmanned airborne infrared-based thermal imaging， unlike visible light inspection: the limited pixels of the infrared camera lead to problems such as fewer pixels on the inspection image， small temperature difference， and defect temperature characterization va... More
Keywords：

defect detection; deep learning; wind turbine blades; YOLOv5l model; human-in-the-loop;

  • Series：

    (C) Architecture/ Energy/ Traffic/ Electromechanics, etc

  • Subject：

    Electric Power Industry

  • Classification Code：

    TM315

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