Thin-Film Sensor-Integrated Smart Cutting Tools for Real-Time Machining Temperature Measurement in Industry 4.0

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Authors: Selvan Sathishkumar, Ravichandran Karthikeyan, Nallasamy Viswanathan, Kumarasami Annamalai Thirumoorthy, Jose Chacko, Sivasamy Nanthakumar, Ramasamy Girimurugan
Cited by: 0
References: 3

Abstract

This research delves into the incorporation of thin-film sensors made of zirconium aluminum nitride (ZrAlN) and titanium aluminum nitride (TiAlN) into cutting tools to track the temperature of Ti6Al4V titanium alloy as it is being machined in real-time. The sensors were calibrated for temperatures up to 750℃ and then deposited directly onto the surfaces of the tools. The coatings included many layers that served to shield the tools from electrical currents and wear. The sensors show varying β sensitivities spanning a temperature range of 928 to 6680 K for ZrAlN and from 112 to 825 K for TiAlN, as a result of being integrated into the multilayer coating. Cutting temperature was found to be affected by cutting conditions, feed rate, depth of cut, and cooling, according to cutting tests performed under different cutting settings. Our research shows that determining the cutting temperature relies heavily on where the sensor is located on the tool's rake face. In a “plug-and-play” form that is compatible with industry standards, the study presents a new tool connector that allows for the integration and signal retrieval of the cutting tool. Smart cutting tools enable real-time, in- situ temperature monitoring by wireless transfer, supporting Industry 4.0 integration in modern manufacturing.

Fields of Study & Subjects

Advanced machining processes and optimization Engineering Technology and Methodologies Advanced Sensor Technologies Research

Publication details

Journal / source
Springer Link (Chiba Institute of Technology)
Publication date
3 March 2026
Language
EN