Combining Sensor Fusion and a Machine Learning Framework for Accurate Tool Wear Prediction During Machining

Effective cutting tool condition monitoring (TCM) is critical for achieving precision, cost efficiency, and minimizing unplanned downtime. This study proposes a sophisticated sensor fusion framework for accurate tool fault prediction during machining. Experimental data were collected while turning A...

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Bibliographic Details
Main Authors: Swathi Kotha Amarnath, Vamsi Inturi, Sabareesh Geetha Rajasekharan, Amrita Priyadarshini
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Machines
Subjects:
Online Access:https://www.mdpi.com/2075-1702/13/2/132