MicroEye : A Low-Cost Online Tool Wear Monitoring System With Modular 3D-printed Components for Micro-Milling Application
Description
Tool detachment during the machining process is often required by many image-based tool wear monitoring (TWM) systems. Tool detachment prevents online mode of the wear measurement, extends the machining time, and contributes to the measurement inaccuracy. Other alternatives of the image-based TWM systems have been developed with the image-acquisition device located statically near the tool position without requirement for the tool detachment. However, due to its proximity to the machining site, the image-acquisition device may experience obstruction from the workpiece chips and the splash of coolant fluid during the machining process, resulting non-optimal TWM. To overcome the two problems, this article presents MicroEye - an online image-based TWM system with modular 3D-printed components. MicroEye offers great flexibility in its operation through the use of an active 6-DOF (degree of freedom) robotics arm with a camera at the end-effector. MicroEye does not require tool detachment to perform tool wear monitoring and can be safely placed outside the machining area. MicroEye is the first open-sourced, 3D-printed components, and active dynamic-type TWM system for the application of micro-milling. MicroEye can be built at a low-cost (approximately US$ 872, including the camera). MicroEye is suitable for various micro-milling sites, from laboratory scale to middle-low workshop.