Coal Flow Detection of Belt Conveyor Based on the Two-Dimensional Laser
A method for detecting coal flow on a belt conveyor based on the two-dimensional laser is proposed in this paper to tackle the complications of poor accuracy and real-time detection of coal flow on a belt conveyor. This method collects the point cloud data of the conveyor belt surface and the latera...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10207824/ |
| _version_ | 1797742963665666048 |
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| author | Di Miao Yimin Wang Ling Yang Shihao Wei |
| author_facet | Di Miao Yimin Wang Ling Yang Shihao Wei |
| author_sort | Di Miao |
| collection | DOAJ |
| description | A method for detecting coal flow on a belt conveyor based on the two-dimensional laser is proposed in this paper to tackle the complications of poor accuracy and real-time detection of coal flow on a belt conveyor. This method collects the point cloud data of the conveyor belt surface and the lateral profile of the coal flow using a two-position laser probe and transmits the data with the industrial Internet to assure the real-time and reliability of the data transmission. The upper computer software of the detection system is designed using LabVIEW software. The improved wavelet threshold algorithm designed by MATLAB is employed for data preprocessing to enhance measurement accuracy. The results demonstrate that the method can accurately detect the coal flow of the belt conveyor, and the detection accuracy reaches more than 95%, presenting the advantages of real-time performance and high accuracy. It has broad application prospects in coal, mines, ports, electric power, and other fields. |
| first_indexed | 2024-03-12T14:47:45Z |
| format | Article |
| id | doaj.art-53ab420e76c543d5985176c96ef1007c |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-03-12T14:47:45Z |
| publishDate | 2023-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-53ab420e76c543d5985176c96ef1007c2023-08-15T23:00:24ZengIEEEIEEE Access2169-35362023-01-0111822948230110.1109/ACCESS.2023.330176810207824Coal Flow Detection of Belt Conveyor Based on the Two-Dimensional LaserDi Miao0https://orcid.org/0000-0001-8235-8345Yimin Wang1Ling Yang2Shihao Wei3School of Electronic Engineering, Tianjin University of Technology and Education, Tianjin, ChinaSchool of Mechanical Engineering, Tiangong University, Tianjin, ChinaSchool of Electronic Engineering, Tianjin University of Technology and Education, Tianjin, ChinaSchool of Electronic Engineering, Tianjin University of Technology and Education, Tianjin, ChinaA method for detecting coal flow on a belt conveyor based on the two-dimensional laser is proposed in this paper to tackle the complications of poor accuracy and real-time detection of coal flow on a belt conveyor. This method collects the point cloud data of the conveyor belt surface and the lateral profile of the coal flow using a two-position laser probe and transmits the data with the industrial Internet to assure the real-time and reliability of the data transmission. The upper computer software of the detection system is designed using LabVIEW software. The improved wavelet threshold algorithm designed by MATLAB is employed for data preprocessing to enhance measurement accuracy. The results demonstrate that the method can accurately detect the coal flow of the belt conveyor, and the detection accuracy reaches more than 95%, presenting the advantages of real-time performance and high accuracy. It has broad application prospects in coal, mines, ports, electric power, and other fields.https://ieeexplore.ieee.org/document/10207824/Belt conveyortwo-dimensional laserLabVIEWcoal flowwavelet |
| spellingShingle | Di Miao Yimin Wang Ling Yang Shihao Wei Coal Flow Detection of Belt Conveyor Based on the Two-Dimensional Laser IEEE Access Belt conveyor two-dimensional laser LabVIEW coal flow wavelet |
| title | Coal Flow Detection of Belt Conveyor Based on the Two-Dimensional Laser |
| title_full | Coal Flow Detection of Belt Conveyor Based on the Two-Dimensional Laser |
| title_fullStr | Coal Flow Detection of Belt Conveyor Based on the Two-Dimensional Laser |
| title_full_unstemmed | Coal Flow Detection of Belt Conveyor Based on the Two-Dimensional Laser |
| title_short | Coal Flow Detection of Belt Conveyor Based on the Two-Dimensional Laser |
| title_sort | coal flow detection of belt conveyor based on the two dimensional laser |
| topic | Belt conveyor two-dimensional laser LabVIEW coal flow wavelet |
| url | https://ieeexplore.ieee.org/document/10207824/ |
| work_keys_str_mv | AT dimiao coalflowdetectionofbeltconveyorbasedonthetwodimensionallaser AT yiminwang coalflowdetectionofbeltconveyorbasedonthetwodimensionallaser AT lingyang coalflowdetectionofbeltconveyorbasedonthetwodimensionallaser AT shihaowei coalflowdetectionofbeltconveyorbasedonthetwodimensionallaser |