A Dynamic Self-Attention-Based Fault Diagnosis Method for Belt Conveyor Idlers

Idlers are typical rotating parts of a belt conveyor carrying the conveyor belt and materials. The complex operating noise and unstable features lead to poor accuracy of sound-based idler fault diagnosis. This paper proposes a fault diagnosis method for belt conveyor idlers based on Transformer’s dy...

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Bibliographic Details
Main Authors: Yi Liu, Changyun Miao, Xianguo Li, Jianhua Ji, Dejun Meng, Yimin Wang
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Machines
Subjects:
Online Access:https://www.mdpi.com/2075-1702/11/2/216