Review
Open access
Oct 2026
Machine Learning for Tool Condition Monitoring and Predictive Maintenance in CNC Machining: A Systematic Review
Computer Numerical Control (CNC) machining is the backbone of precision manufacturing, but the productivity, part quality and machine uptime of CNC machining are dependent on the condition of the cutting tool. Conventional fixed-interval tool replacement either discards valuable tool life or permits the tool to be used...
Stanford Mloyi, Thembinkosi Tavengwa, Mazvita Zengeni et al.
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