A Predictive Maintenance Method for Shearer Key Parts Based on Qualitative and Quantitative Analysis of Monitoring Data

A Predictive Maintenance Method for Shearer Key Parts Based on Qualitative and Quantitative Analysis of Monitoring Data

Appropriate predictive maintenance is critical to shearers under poor working conditions to prevent major safety accidents and casualties. A predictive maintenance method for shearer key parts based on qualitative and quantitative analysis of monitoring data is proposed. Firstly, a high-fidelity mod...

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Bibliographic Details
Main Authors: Hua Ding, Liangliang Yang, Zhaojian Yang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Predictive maintenance
shearer key parts
qualitative and quantitative analysis
monitoring data
digital model
AE bi-GRU
Online Access:https://ieeexplore.ieee.org/document/8790694/

Internet

https://ieeexplore.ieee.org/document/8790694/

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