A Real-Time Deep Machine Learning Approach for Sudden Tool Failure Prediction and Prevention in Machining Processes

A Real-Time Deep Machine Learning Approach for Sudden Tool Failure Prediction and Prevention in Machining Processes

Tool Condition Monitoring systems are essential to achieve the desired industrial competitive advantage in terms of reducing costs, increasing productivity, improving quality, and preventing machined part damage. A sudden tool failure is analytically unpredictable due to the high dynamics of the mac...

Full description

Bibliographic Details
Main Authors: Mahmoud Hassan, Ahmad Sadek, Helmi Attia
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Sensors
Subjects:
cutting
condition monitoring
prefailure prediction
Online Access:https://www.mdpi.com/1424-8220/23/8/3894

Internet

https://www.mdpi.com/1424-8220/23/8/3894

Similar Items