(Accepted Version) Online First Publishing Date: 2024-10-14 17:20:55Online First Certificate Download

Research on Intelligent Identification of Chain Failure for Mining Scraper Conveyor Based on Improved RT-DETR AlgorithmChinese Full Text English Full Text (MT)

MAO Qinghua;GUO Wenjin;SU Yinan;SIMA Junlei;XUE Xusheng;

Abstract: Based on the main problems of multiple fault identification of coal mine scraper conveyor chain ， an intelligent identification method of the chain fault of coal mine scraper conveyor based on improved RT-DETR（Real-Time DEtection TRansformer） was proposed. In the construction of the data set of chain， an image preprocessing method based on the method of HSV three-channel was uesd to achieve the purpose of noise reduction and enhancement of image quality. Improved RT-DETR algorithm used the Mobil... More

Keywords：

Mining Scraper Conveyor; Chain Failure; RT-DETR; Intelligent Identification; MobileNetV4; HSV three-channel;

Series：
(B) Chemistry/ Metallurgy/ Environment/ Mine Industry
Subject：
Mining Engineering
Classification Code：
TD528.3

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