Journal of Advanced Mechanical Engineering Applications • Vol 4 • No 2
Development of A Tool Condition Monitoring System for Flank Wear in Turning Process Using Machine Learning
December 2023 • Idris Ishak, Lee Woon Kiow
Computer-numerical control (CNC) machining has become the norm in most manufacturing businesses. In order to maximize machining efficiency, prevent unintended damage, and maintain product quality all at once, tool wear measurement is essential. Wear on the tools is typically an inevitable side effect of machining. Because it endangers the machining process, flank wear, the most frequent type of tool wear, should be avoided. This study's objective is to fill this growing need by developing a system that can use mac…