Infrastructure monitoring and rapid quality diagnosis comprise the key solutions to achieve
zero-defect smart manufacturing. The most fundamental systems in manufacturing industries …

The high demand for machining process automation has placed real-time tool condition
monitoring as one of the top priorities of academic and industrial scholars in the past …

CNC milling is a highly complex machining process highly valued in various industries,
including the automotive and aerospace industries. With the increasing competition …

A tool condition monitoring (TCM) system is vital for the intelligent machining process.
However, literature has mostly ignored the interaction effect between product quality and …

Precision machining of metals is an energy intensive process with applications and impacts
across the manufacturing industry. The energy efficiency, product yield, and maintenance of …

In conventional metal cutting, different tool wear modes, and their individual deterioration
rates play vital roles in overall production performance. For a given tool (ie, geometry or …

Tool condition monitoring and machine tool diagnostics are performed using advanced
sensors and computational intelligence to predict and avoid adverse conditions for cutting …

More and more organisations are trying to install tool health analytics dashboards for CNC
machines to avoid unexpected failures, maintain machining accuracy, and optimise tool …

This paper presents a review of the state-of-the-art in sensors and signal processing
methodologies used for tool condition monitoring (TCM) systems in industrial machining …

Rapid tool wear is a major concern of the machining operation, affecting the tooling cost and
dimensional tolerance of the components. In line with Industry 4.0, rapid tool failure can be …