Overview of Tool Wear Condition Monitoring Technology

Tool wear condition monitoring is one of the most important technologies for making machining more efficient and making sure the standard of machining. Finding tool wear accurately is a key part of making machining more efficient, making sure the quality of the object, and extending the life of machine tools. This article talks about how study into tool wear detection technology has grown over the last few years and looks at the main technical connections, like how to get detection signals, extract features, and recognise patterns. This paper talks about intelligent detection technology, which uses neural networks, support vector machines, random forests, and other methods to sort and guess the state of tool wear. In order to show what problems there are with tool wear monitoring technology right now and what the future holds, predictions are given.