Tool Health Classification in Metallic Milling Process Using Acoustic Emission and Long Short-Term Memory Networks: A Deep Learning Approach
Fawad Khan,
Khurram Kamal,
Tahir Abdul Hussain Ratlamwala
et al.
Abstract:The manufacturing industry has experienced remarkable progress as a result of integrating automated and intelligent production processes fueled by technological innovation, leading to substantial advancements. These advanced processes involve the use of flexible and high-performance machines, tackling complex and sophisticated processing problems with ease. However, the processing performance can deteriorate due to tool damage or malfunction, which can lead to the discarding of workpieces. Hence, it carries im… Show more
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