One-Dimensional Convolutional Neural Network for Drill Bit Failure Detection in Rotary Percussion Drilling

Drill bit failure is a prominent concern in the drilling process of any mine, as it can lead to increased mining costs. Over the years, the detection of drill bit failure has been based on the operator’s skills and experience, which are subjective and susceptible to errors. To enhance the efficiency...

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Bibliographic Details
Main Authors: Lesego Senjoba, Jo Sasaki, Yoshino Kosugi, Hisatoshi Toriya, Masaya Hisada, Youhei Kawamura
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Mining
Subjects:
Online Access:https://www.mdpi.com/2673-6489/1/3/19