Method and application of belt failure detection for belt conveyor based on CenterNet algorithm
WANG Zhenjun
Abstract：Aiming at the phenomenon of conveyor belt failure in underground coal mine,a conveyor belt failure detection method based on CenterNet algorithm was proposed.The object detection algo-rithm was introduced,and on this basis,the detection method based on CenterNet algorithm was studied,and its working model flow was expounded.The load equilibrium algorithm was put forward aiming at the problem of large number of nodes and large amount of calculation,and was applied to the actual coal mine to verify its application effect.The application results show that when the trans-mission speed of the belt conveyor is 2.8～3.6 m/s and the exposure is 70％～100％,the accuracy rate of the conveyor belt failure detection has little change,and the accuracy rate is not less than 95％,and it has high stability.Meanwhile,the load equilibrium algorithm can solve the load blockage phenome-non with high efficiency.
Keywords：belt conveyorCenterNetconveyor belt failuredetectionload equilibrium algorithm
Publication Date：2024-06-25
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：5( 85-89 )