Tool condition monitoring for high-performance machining systems—A review

A Mohamed, M Hassan, R M'Saoubi, H Attia - Sensors, 2022 - mdpi.com
In the era of the “Industry 4.0” revolution, self-adjusting and unmanned machining systems
have gained considerable interest in high-value manufacturing industries to cope with the …

A generalized multisensor real-time tool condition–monitoring approach using deep recurrent neural network

M Hassan, A Sadek, MH Attia - Smart and …, 2019 - asmedigitalcollection.asme.org
Tool condition monitoring (TCM) is crucial for manufacturing systems to maximize
productivity, maintain part quality, and reduce waste and cost. Available TCM systems …