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February 5, 2026Scientific Reports3 citationsOpen Access

Integrated assessment of tool wear, chip morphology, surface ıntegrity and energy consumption in sustainable milling of Inconel 718

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HYHakan Yurtkuran

Key Points

  • The research aims to evaluate the impact of different cooling and lubrication strategies on the machinability of Inconel 718 during milling.
  • Evaluated four cooling/lubrication strategies: Dry, MQL, Cryogenic, and Cryo-MQL
  • Conducted milling tests at cutting speeds of 40, 60, and 90 m/min
  • Measured power consumption, surface roughness, tool wear, and chip morphology under controlled conditions
  • Dry cutting led to the highest power consumption and significant tool wear
  • Cryo-MQL achieved up to 10% energy savings at lower speeds
  • Cryogenic cooling improved surface integrity at low speeds
  • All strategies produced similar surface roughness at higher speeds

Abstract

This study investigates the effects of four cooling/lubrication strategies (Dry, MQL, Cryogenic and Cryo-MQL) on the machinability of Inconel 718 during milling at cutting speeds of 40, 60 and 90 m/min. Power consumption, surface roughness, tool wear and chip morphology were systematically evaluated under constant feed rate and depth of cut. The results demonstrate that both cutting speed and cooling/lubrication strategy significantly influence machinability performance. Dry cutting resulted in the highest power consumption and the most severe tool wear due to excessive thermal and tribological loads. In contrast the Cryo-MQL strategy achieved up to 10% energy savings at low cutting speeds and exhibited consistently reduced tool wear across the investigated cutting conditions. Cryogenic cooling improved surface integrity at low cutting speeds while comparable surface roughness values were obtained for all strategies at higher cutting speeds due to improved thermal stability. Overall the findings indicate that Cryo-MQL provides favorable performance trends and practical advantages for milling of Inconel 718 by simultaneously reducing thermal and tribological effects within the investigated parameter range.

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Hakan Yurtkuran (2026) studied this question.

synapsesocial.com/papers/698433a5f1d9ada3c1fb0f1fhttps://doi.org/10.1038/s41598-026-37624-6
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