A Qualitative Tool Condition Monitoring Framework Using Convolution Neural Network and Transfer Learning

A Qualitative Tool Condition Monitoring Framework Using Convolution Neural Network and Transfer Learning

Tool condition monitoring is one of the classical problems of manufacturing that is yet to see a solution that can be implementable in machine shops around the world. In tool condition monitoring, we are mostly trying to define a tool change policy. This tool change policy would identify a tool that...

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Bibliographic Details
Main Authors: Harshavardhan Mamledesai, Mario A. Soriano, Rafiq Ahmad
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Applied Sciences
Subjects:
tool condition monitoring
tool change policy
Industry 4.0
machine learning
CNN
AI
Online Access:https://www.mdpi.com/2076-3417/10/20/7298

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