In the paper a tool wear monitoring system based on multiple parameters analysis of cutting force and machine vision technique is introduced. A drilling model relating cutting parameters (cutting force, coating layer, spindle speed and feed rate) and tool In the paper a tool wear monitoring system based on multiple parameters analysis of cutting force and machine vision technique is introduced. A drilling model relating cutting parameters (cutting force, coating layer, spindle speed and feed rate) and tool