Milling is a high-performance method that allows an efficient machining of both flat and
complexly shaped surfaces. During the milling process, the cutting tool (cutters), its cutting …

The monitoring of tool wear in machining process is becoming a crucial element in the
modern production systems to predict the tool lifespan, and consequently the ideal point to …

Measuring machining parameters is essential for influencing the quality and precision of the
finished product in the manufacturing and machining industries. Machine vision systems …

Automatic tool condition monitoring becomes crucial in metal cutting because tool wear
impacts the final product's quality. The optical microscope approach for assessing tool wear …

In this work we propose a new online, low cost and fast approach based on computer vision
and machine learning to determine whether cutting tools used in edge profile milling …

Early detection of tool defects enables proactive prevention of disruption, thus increasing
productivity, maintaining quality and agility that brings significant competitive value to the …

Manufacturing Metrology is a vital aspect of the sophisticated industrial 4.0-based
manufacturing industry, as practically everything machined with certain metrological systems …

Monitoring tool wear is very important in machining industry as it may result in loss of
dimensional accuracy and quality of finished product. This work includes the development of …

Increasing customization has driven manufacturers to develop more flexible manufacturing
systems. In these systems, different models of the same part are able to share the same …

Cutting tool is one of the most important parts of machine tool which greatly influences the
machining quality. Defect detection of cutting tool spiral cutting edge is usually done by …