Research on fault diagnosis system for belt conveyor based on internet of things and the LightGBM model - Wang, Meng; Shen, Kejun; Tai, Caiwang; Zhang, Qiaofeng; Yang, Zongwei; Guo, Chengbin (PloS one, 2023)
Keywords: Accuracy; Algorithms; Analysis; Belt conveyors; Coal; Coal mines; Coal mining; Coal transport; Computer and Information Sciences; Conveying machinery; Data collection; Data visualization; Decision making; Decision trees; Deformation; Engineering and Technology; Evaluation; Failure; Fault detection; Fault diagnosis; Faults (Geology); Field tests; Friction; Humans; Internet of Things; Machine learning; Medical diagnosis; Mineral industry; Mining industry; Model testing; Modelling; Monitoring systems; Physical Sciences; Production management; Research and Analysis Methods; Sensors; Software; Transportation; China